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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Distributed generation</span></span>
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<p><b>Distributed generation</b>, also <b>distributed energy</b>, <b>on-site generation</b> (<b>OSG</b>),<sup id="cite_ref-EonOsg_1-0" class="reference"><a href="#cite_note-EonOsg-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> or <b>district/decentralized energy</b>, is electrical <a href="Power_generation" class="mw-redirect" title="Power generation">generation</a> and <a href="Grid_energy_storage" title="Grid energy storage">storage</a> performed by a variety of small, <a href="Electrical_grid" title="Electrical grid">grid</a>-connected or distribution system-connected devices referred to as <b>distributed energy resources</b> (<b>DER</b>).<sup id="cite_ref-DG-virginia-tech_2-0" class="reference"><a href="#cite_note-DG-virginia-tech-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup>
</p><p>Conventional <a href="Power_station" title="Power station">power stations</a>, such as <a href="Coal" title="Coal">coal</a>-fired, <a href="Combined_cycle" class="mw-redirect" title="Combined cycle">gas</a>, and <a href="Nuclear_power" title="Nuclear power">nuclear powered</a> plants, as well as <a href="Hydroelectric" class="mw-redirect" title="Hydroelectric">hydroelectric</a> dams and large-scale <a href="Photovoltaic_power_station" title="Photovoltaic power station">solar power stations</a>, are centralized and often require electric energy to be <a href="Electric_power_transmission" title="Electric power transmission">transmitted</a> over long distances. By contrast, DER systems are decentralized, modular, and more flexible technologies that are located close to the load they serve, albeit having capacities of only 10 <a href="Megawatt" class="mw-redirect" title="Megawatt">megawatts</a> (MW) or less. These systems can comprise multiple generation and storage components; in this instance, they are referred to as <a href="Hybrid_power" title="Hybrid power">hybrid power</a> systems.<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup>
</p><p>DER systems typically use <a href="Renewable_energy" title="Renewable energy">renewable energy</a> sources, including <a href="Small_hydro" title="Small hydro">small hydro</a>, <a href="Biomass" title="Biomass">biomass</a>, <a href="Biogas" title="Biogas">biogas</a>, <a href="Solar_power" title="Solar power">solar power</a>, <a href="Wind_power" title="Wind power">wind power</a>, and <a href="Geothermal_power" title="Geothermal power">geothermal power</a>, and increasingly play an important role for the <a href="Electric_power_distribution" title="Electric power distribution">electric power distribution</a> system. A grid-connected device for <a href="Grid_energy_storage" title="Grid energy storage">electricity storage</a> can also be classified as a DER system and is often called a <b>distributed energy storage system</b> (<b>DESS</b>).<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> By means of an interface, DER systems can be managed and coordinated within a <a href="Smart_grid" title="Smart grid">smart grid</a>. Distributed generation and storage enables the collection of energy from many sources and may lower environmental impacts and improve the security of supply.<sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup>
</p><p>One of the major issues with the integration of the DER such as solar power, wind power, etc. is the uncertain nature of such electricity resources. This uncertainty can cause a few problems in the distribution system: (i) it makes the supply-demand relationships extremely complex, and requires complicated optimization tools to balance the network, and (ii) it puts higher pressure on the transmission network,<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> and (iii) it may cause reverse power flow from the distribution system to transmission system.<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup>
</p><p><a href="Microgrid" title="Microgrid">Microgrids</a> are modern, localized, small-scale grids,<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> contrary to the traditional, centralized <a href="Electricity_grid" class="mw-redirect" title="Electricity grid">electricity grid</a> (macrogrid). Microgrids can disconnect from the centralized grid and operate autonomously, strengthen grid resilience, and help mitigate grid disturbances. They are typically low-voltage AC grids, often use <a href="Diesel_generator" title="Diesel generator">diesel generators</a>, and are installed by the community they serve. Microgrids increasingly employ a mixture of different distributed energy resources, such as <a href="Solar_hybrid_power_systems" class="mw-redirect" title="Solar hybrid power systems">solar hybrid power systems</a>, which significantly reduce the amount of carbon emitted.
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<div class="mw-heading mw-heading2"><h2 id="Overview">Overview</h2></div>
<p>Historically, central plants have been an integral part of the electric grid, in which large generating facilities are specifically located either close to resources or otherwise located far from populated <a href="Distribution_board" title="Distribution board">load centers</a>. These, in turn, supply the traditional transmission and distribution (T&amp;D) grid that distributes bulk power to load centers and from there to consumers. These were developed when the costs of transporting fuel and integrating generating technologies into populated areas far exceeded the cost of developing T&amp;D facilities and tariffs. Central plants are usually designed to take advantage of available economies of scale in a site-specific manner, and are built as "one-off", custom projects.
</p><p>These <a href="Economies_of_scale" title="Economies of scale">economies of scale</a> began to fail in the late 1960s and, by the start of the 21st century, Central Plants could arguably no longer deliver competitively cheap and reliable electricity to more remote customers through the grid, because the plants had come to cost less than the grid and had become so reliable that nearly all power failures originated in the grid. Thus, the grid had become the main driver of remote customers' power costs and power quality problems, which became more acute as digital equipment required extremely reliable electricity.<sup id="cite_ref-DOE_2007_10-0" class="reference"><a href="#cite_note-DOE_2007-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> Efficiency gains no longer come from increasing generating capacity, but from smaller units located closer to sites of demand.<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup>
</p><p>For example, <a href="Fossil_fuel_power_station" title="Fossil fuel power station">coal power plants</a> are built away from cities to prevent their heavy air pollution from affecting the populace. In addition, such plants are often built near <a href="Colliery" class="mw-redirect" title="Colliery">collieries</a> to minimize the cost of transporting coal. <a href="Hydroelectricity" title="Hydroelectricity">Hydroelectric</a> plants are by their nature limited to operating at sites with sufficient water flow.
</p><p>Low pollution is a crucial advantage of combined cycle plants that burn <a href="Natural_gas" title="Natural gas">natural gas</a>. The low pollution permits the plants to be near enough to a city to provide <a href="District_heating" title="District heating">district heating</a> and cooling.
</p><p>Distributed energy resources are mass-produced, small, and less site-specific. Their development arose out of:
</p>
<ol><li>concerns over perceived externalized costs of central plant generation, particularly environmental concerns;</li>
<li>the increasing age, deterioration, and capacity constraints upon T&amp;D for bulk power;</li>
<li>the increasing relative economy of mass production of smaller appliances over heavy manufacturing of larger units and on-site construction;</li>
<li>Along with higher relative prices for energy, higher overall complexity and total costs for regulatory oversight, tariff administration, and metering and billing.</li></ol>
<p>Capital markets have come to realize that right-sized resources, for individual customers, distribution substations, or microgrids, are able to offer important but little-known economic advantages over central plants. Smaller units achieved greater economic benefits through mass-production than larger units gained from their size alone. The increased value of these resources—resulting from improvements in financial risk, engineering flexibility, security, and environmental quality—often outweighs their apparent cost disadvantages.<sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> Distributed generation (DG), vis-à-vis central plants, must be justified on a life-cycle basis.<sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> Unfortunately, many of the direct, and virtually all of the indirect, benefits of DG are not captured within traditional utility <a href="Cash_flow" title="Cash flow">cash-flow</a> accounting.<sup id="cite_ref-DOE_2007_10-1" class="reference"><a href="#cite_note-DOE_2007-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup>
</p><p>While the <a href="Levelized_cost_of_electricity" title="Levelized cost of electricity">levelized cost</a> of DG is typically more expensive than conventional, centralized sources on a kilowatt-hour basis, this does not consider negative aspects of conventional fuels. The additional premium for DG is rapidly declining as demand increases and technology progresses,<sup id="cite_ref-16" class="reference"><a href="#cite_note-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-17" class="reference"><a href="#cite_note-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> and sufficient and reliable demand may bring economies of scale, innovation, competition, and more flexible financing, that could make DG clean energy part of a more diversified future.
</p><p>DG reduces the amount of energy lost in transmitting electricity because the electricity is generated very near where it is used, perhaps even in the same building. This also reduces the size and number of power lines that must be constructed.
</p><p>Typical DER systems in a <a href="Feed-in_tariff" title="Feed-in tariff">feed-in tariff</a> (FIT) scheme have low maintenance, low pollution and high efficiencies. In the past, these traits required dedicated operating engineers and large complex plants to reduce pollution. However, modern <a href="Embedded_system" title="Embedded system">embedded systems</a> can provide these traits with automated operation and <a href="Renewable_energy" title="Renewable energy">renewable energy</a>, such as <a href="Solar_energy" title="Solar energy">solar</a>, <a href="Wind_power" title="Wind power">wind</a> and <a href="Geothermal_power" title="Geothermal power">geothermal</a>. This reduces the size of power plant that can show a profit.
</p>
<div class="mw-heading mw-heading3"><h3 id="Cybersecurity">Cybersecurity</h3></div>
<p>Vulnerabilities in control systems from a single vendor used at thousands of installations of given source can result in hacking and remotely disabling all these sources by a single attacker, thus largely reversing the benefits of decentralised generation, which has been demonstrated in practice in case of solar power inverters<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> and wind power control systems.<sup id="cite_ref-20" class="reference"><a href="#cite_note-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> In November 2024 Deye and Sol-Ark inverter manufacturer remotely disabled in some countries due to alleged regional sales policy dispute. The companies later claimed the blockage was not remote but due to <a href="Geofence" title="Geofence">geofencing</a> mechanisms built into the inverters.<sup id="cite_ref-21" class="reference"><a href="#cite_note-21"><span class="cite-bracket">[</span>21<span class="cite-bracket">]</span></a></sup>
</p><p>EU NIS2 directive expands the cybersecurity requirements to the energy generation market,<sup id="cite_ref-22" class="reference"><a href="#cite_note-22"><span class="cite-bracket">[</span>22<span class="cite-bracket">]</span></a></sup> which has faced backlash from renewable energy lobby groups.<sup id="cite_ref-23" class="reference"><a href="#cite_note-23"><span class="cite-bracket">[</span>23<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Grid_parity">Grid parity</h3></div>
<p><a href="Grid_parity" title="Grid parity">Grid parity</a> occurs when an <a href="Alternative_energy" class="mw-redirect" title="Alternative energy">alternative energy</a> source can generate electricity at a levelized cost (<a href="LCOE" class="mw-redirect" title="LCOE">LCOE</a>) that is less than or equal to the end consumer's retail price. Reaching grid parity is considered to be the point at which an energy source becomes a contender for widespread development without <a href="Subsidy" title="Subsidy">subsidies</a> or government support. Since the 2010s, grid parity for solar and wind has become a reality in a growing number of markets, including Australia, several European countries, and some states in the U.S.<sup id="cite_ref-wp-grid-parity-2014_24-0" class="reference"><a href="#cite_note-wp-grid-parity-2014-24"><span class="cite-bracket">[</span>24<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Technologies">Technologies</h2></div>
<p>Distributed energy resource (<b>DER</b>) systems are small-scale power generation or storage technologies (typically in the range of 1&nbsp;kW to 10,000&nbsp;kW)<sup id="cite_ref-nrel-using-der_25-0" class="reference"><a href="#cite_note-nrel-using-der-25"><span class="cite-bracket">[</span>25<span class="cite-bracket">]</span></a></sup> used to provide an alternative to or an enhancement of the traditional electric power system. DER systems typically are characterized by high initial <a href="Capital_cost" title="Capital cost">capital costs</a> per kilowatt.<sup id="cite_ref-26" class="reference"><a href="#cite_note-26"><span class="cite-bracket">[</span>26<span class="cite-bracket">]</span></a></sup> DER systems also serve as storage device and are often called <i>Distributed energy storage systems</i> (DESS).<sup id="cite_ref-smartgrid-gov-lexicon_27-0" class="reference"><a href="#cite_note-smartgrid-gov-lexicon-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup>
</p><p>DER systems may include the following devices/technologies:
</p>
<ul><li><a href="Combined_heat_power" class="mw-redirect" title="Combined heat power">Combined heat power</a> (CHP),<sup id="cite_ref-28" class="reference"><a href="#cite_note-28"><span class="cite-bracket">[</span>28<span class="cite-bracket">]</span></a></sup> also known as <i>cogeneration</i> or <i>trigeneration</i></li>
<li><a href="Fuel_cells" class="mw-redirect" title="Fuel cells">Fuel cells</a></li>
<li><a href="Hybrid_renewable_energy_system" class="mw-redirect" title="Hybrid renewable energy system">Hybrid power systems</a> (<a href="Solar_hybrid_power_systems" class="mw-redirect" title="Solar hybrid power systems">solar hybrid</a> and <a href="Wind_hybrid_power_systems" class="mw-redirect" title="Wind hybrid power systems">wind hybrid</a> systems)</li>
<li><a href="MicroCHP" class="mw-redirect" title="MicroCHP">Micro combined heat and power</a> (MicroCHP)</li>
<li><a href="Microturbines" class="mw-redirect" title="Microturbines">Microturbines</a></li>
<li><a href="Photovoltaic_system" title="Photovoltaic system">Photovoltaic systems</a> (typically <a href="Rooftop_solar_PV" class="mw-redirect" title="Rooftop solar PV">rooftop solar PV</a>)</li>
<li><a href="Reciprocating_engines" class="mw-redirect" title="Reciprocating engines">Reciprocating engines</a></li>
<li>Small wind power systems</li>
<li><a href="Stirling_engine" title="Stirling engine">Stirling engines</a></li>
<li>or a combination of the above. For example, hybrid <a href="Photovoltaic" class="mw-redirect" title="Photovoltaic">photovoltaic</a>, CHP and <a href="Battery_(electricity)" class="mw-redirect" title="Battery (electricity)">battery</a> systems can provide full electric power for single family residences without extreme storage expenses.<sup id="cite_ref-29" class="reference"><a href="#cite_note-29"><span class="cite-bracket">[</span>29<span class="cite-bracket">]</span></a></sup></li></ul>
<div class="mw-heading mw-heading3"><h3 id="Cogeneration">Cogeneration</h3></div>
<p>Distributed <a href="Cogeneration" title="Cogeneration">cogeneration</a> sources use steam turbines, natural gas-fired <a href="Fuel_cell" title="Fuel cell">fuel cells</a>, <a href="Microturbine" title="Microturbine">microturbines</a> or <a href="Reciprocating_engine" title="Reciprocating engine">reciprocating engines</a><sup id="cite_ref-30" class="reference"><a href="#cite_note-30"><span class="cite-bracket">[</span>30<span class="cite-bracket">]</span></a></sup> to turn generators. The hot exhaust is then used for space or <a href="Water_heating" title="Water heating">water heating</a>, or to drive an <a href="Absorptive_chiller" class="mw-redirect" title="Absorptive chiller">absorptive chiller</a><sup id="cite_ref-31" class="reference"><a href="#cite_note-31"><span class="cite-bracket">[</span>31<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-32" class="reference"><a href="#cite_note-32"><span class="cite-bracket">[</span>32<span class="cite-bracket">]</span></a></sup> for cooling such as <a href="Air-conditioning" class="mw-redirect" title="Air-conditioning">air-conditioning</a>. In addition to natural gas-based schemes, distributed energy projects can also include other renewable or low carbon fuels including biofuels, <a href="Biogas" title="Biogas">biogas</a>, <a href="Landfill_gas" title="Landfill gas">landfill gas</a>, <a href="Sewage_gas" class="mw-redirect" title="Sewage gas">sewage gas</a>, <a href="Coal_bed_methane" class="mw-redirect" title="Coal bed methane">coal bed methane</a>, <a href="Syngas" title="Syngas">syngas</a> and <a href="Associated_petroleum_gas" title="Associated petroleum gas">associated petroleum gas</a>.<sup id="cite_ref-33" class="reference"><a href="#cite_note-33"><span class="cite-bracket">[</span>33<span class="cite-bracket">]</span></a></sup>
</p><p>Delta-ee consultants stated in 2013 that with 64% of global sales, the fuel cell <a href="Micro_combined_heat_and_power" title="Micro combined heat and power">micro combined heat and power</a> passed the conventional systems in sales in 2012.<sup id="cite_ref-34" class="reference"><a href="#cite_note-34"><span class="cite-bracket">[</span>34<span class="cite-bracket">]</span></a></sup> 20.000 units were sold in <a href="Japan" title="Japan">Japan</a> in 2012 overall within the Ene Farm project. With a <a href="Service_life" title="Service life">Lifetime</a> of around 60,000 hours for <a href="Proton-exchange_membrane_fuel_cell" title="Proton-exchange membrane fuel cell">PEM fuel cell</a> units, which shut down at night, this equates to an estimated lifetime of between ten and fifteen years.<sup id="cite_ref-fuelcelltoday.com_35-0" class="reference"><a href="#cite_note-fuelcelltoday.com-35"><span class="cite-bracket">[</span>35<span class="cite-bracket">]</span></a></sup> For a price of $22,600 before installation.<sup id="cite_ref-36" class="reference"><a href="#cite_note-36"><span class="cite-bracket">[</span>36<span class="cite-bracket">]</span></a></sup> For 2013 a state subsidy for 50,000 units is in place.<sup id="cite_ref-fuelcelltoday.com_35-1" class="reference"><a href="#cite_note-fuelcelltoday.com-35"><span class="cite-bracket">[</span>35<span class="cite-bracket">]</span></a></sup>
</p><p>In addition, <a href="Molten_carbonate_fuel_cell" title="Molten carbonate fuel cell">molten carbonate fuel cell</a> and <a href="Solid_oxide_fuel_cell" title="Solid oxide fuel cell">solid oxide fuel cells</a> using natural gas, such as the ones from <a href="FuelCell_Energy" title="FuelCell Energy">FuelCell Energy</a> and the <a href="Bloom_energy_server" class="mw-redirect" title="Bloom energy server">Bloom energy server</a>, or waste-to-energy processes such as the Gate 5 Energy System are used as a distributed energy resource.
</p>
<div class="mw-heading mw-heading3"><h3 id="Solar_power">Solar power</h3></div>
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</style><div role="note" class="hatnote navigation-not-searchable">Further information: <a href="Photovoltaic_system" title="Photovoltaic system">Photovoltaic system</a></div>
<p><a href="Photovoltaics" title="Photovoltaics">Photovoltaics</a>, by far the most important solar technology for distributed generation of <a href="Solar_power" title="Solar power">solar power</a>, uses <a href="Solar_cell" title="Solar cell">solar cells</a> assembled into <a href="Solar_panel" title="Solar panel">solar panels</a> to convert sunlight into electricity. It is a <a href="Growth_of_photovoltaics" title="Growth of photovoltaics">fast-growing</a> technology doubling its worldwide installed capacity every couple of years. <a href="PV_system" class="mw-redirect" title="PV system">PV systems</a> range from distributed, residential, and commercial <a href="Rooftop_photovoltaic_power_station" class="mw-redirect" title="Rooftop photovoltaic power station">rooftop</a> or <a href="Building-integrated_photovoltaics" title="Building-integrated photovoltaics">building integrated</a> installations, to large, centralized utility-scale <a href="Photovoltaic_power_station" title="Photovoltaic power station">photovoltaic power stations</a>.
</p><p>The predominant PV technology is <a href="Crystalline_silicon" title="Crystalline silicon">crystalline silicon</a>, while <a href="Thin-film_solar_cell" title="Thin-film solar cell">thin-film solar cell</a> technology accounts for about 10 percent of global photovoltaic deployment.<sup id="cite_ref-Fraunhofer-PR-2014_37-0" class="reference"><a href="#cite_note-Fraunhofer-PR-2014-37"><span class="cite-bracket">[</span>37<span class="cite-bracket">]</span></a></sup> In recent years, PV technology has improved its sunlight to electricity <a href="Solar_cell_efficiency" class="mw-redirect" title="Solar cell efficiency">conversion efficiency</a>, reduced the installation <a href="Price_per_watt" class="mw-redirect" title="Price per watt">cost per watt</a> as well as its <a href="Energy_payback_time" class="mw-redirect" title="Energy payback time">energy payback time</a> (EPBT) and <a href="Levelised_cost_of_electricity" class="mw-redirect" title="Levelised cost of electricity">levelised cost of electricity</a> (LCOE), and has reached <a href="Grid_parity" title="Grid parity">grid parity</a> in at least 19 different markets in 2014.<sup id="cite_ref-38" class="reference"><a href="#cite_note-38"><span class="cite-bracket">[</span>38<span class="cite-bracket">]</span></a></sup>
</p><p>As most <a href="Renewable_energy" title="Renewable energy">renewable energy</a> sources and unlike coal and nuclear, solar PV is variable and non-<a href="Dispatchable_generation" title="Dispatchable generation">dispatchable</a>, but has no fuel costs, operating pollution, as well as greatly reduced mining-safety and operating-safety issues. It produces peak power around local noon each day and its <a href="Capacity_factor" title="Capacity factor">capacity factor</a> is around 20 percent.<sup id="cite_ref-39" class="reference"><a href="#cite_note-39"><span class="cite-bracket">[</span>39<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Wind_power">Wind power</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Wind_power" title="Wind power">Wind power</a></div>
<p><a href="Wind_turbine" title="Wind turbine">Wind turbines</a> can be distributed energy resources or they can be built at utility scale. These have low maintenance and low pollution, but distributed wind unlike utility-scale wind has much higher costs than other sources of energy.<sup id="cite_ref-40" class="reference"><a href="#cite_note-40"><span class="cite-bracket">[</span>40<span class="cite-bracket">]</span></a></sup> As with solar, wind energy is variable and non-dispatchable. Wind towers and generators have substantial insurable liabilities caused by high winds, but good operating safety. Distributed generation from <a href="Wind_hybrid_power_systems" class="mw-redirect" title="Wind hybrid power systems">wind hybrid power systems</a> combines wind power with other DER systems. One such example is the integration of wind turbines into <a href="Solar_hybrid_power_systems" class="mw-redirect" title="Solar hybrid power systems">solar hybrid power systems</a>, as wind tends to complement solar because the peak operating times for each system occur at different times of the day and year.
</p>
<div class="mw-heading mw-heading3"><h3 id="Hydro_power">Hydro power</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main articles: <a href="Small_hydro" title="Small hydro">Small hydro</a> and <a href="Wave_power" title="Wave power">Wave power</a></div>
<p>Hydroelectricity is the most widely used form of renewable energy and its potential has already been explored to a large extent or is compromised due to issues such as environmental impacts on fisheries, and increased demand for recreational access. However, using modern 21st century technology, such as <a href="Wave_power" title="Wave power">wave power</a>, can make large amounts of new hydropower capacity available, with minor environmental impact.
</p><p>Modular and scalable <i>Next generation kinetic energy turbines</i> can be deployed in arrays to serve the needs on a residential, commercial, industrial, municipal or even regional scale. <i>Microhydro kinetic generators</i> neither require dams nor impoundments, as they utilize the kinetic energy of water motion, either waves or flow. No construction is needed on the shoreline or sea bed, which minimizes environmental impacts to habitats and simplifies the permitting process. Such power generation also has minimal environmental impact and non-traditional microhydro applications can be tethered to existing construction such as docks, piers, bridge abutments, or similar structures.<sup id="cite_ref-41" class="reference"><a href="#cite_note-41"><span class="cite-bracket">[</span>41<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading3"><h3 id="Waste-to-energy">Waste-to-energy</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main articles: <a href="Waste-to-energy" title="Waste-to-energy">Waste-to-energy</a> and <a href="Waste-to-energy_plant" title="Waste-to-energy plant">Waste-to-energy plant</a></div>
<p>Municipal solid waste (MSW) and natural waste, such as sewage sludge, <a href="Food_waste" class="mw-redirect" title="Food waste">food waste</a> and animal manure will decompose and discharge methane-containing gas that can be collected and used as fuel in gas turbines or micro turbines to produce electricity as a distributed energy resource. Additionally, a California-based company, Gate 5 Energy Partners, Inc. has developed a process that transforms natural waste materials, such as sewage sludge, into biofuel that can be combusted to power a steam turbine that produces power. This power can be used in lieu of grid-power at the waste source (such as a treatment plant, farm or dairy).
</p>
<div class="mw-heading mw-heading3"><h3 id="Energy_storage">Energy storage</h3></div>
<div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Grid_energy_storage" title="Grid energy storage">Grid energy storage</a></div>
<p>A distributed energy resource is not limited to the generation of electricity but may also include a device to store distributed energy (DE).<sup id="cite_ref-smartgrid-gov-lexicon_27-1" class="reference"><a href="#cite_note-smartgrid-gov-lexicon-27"><span class="cite-bracket">[</span>27<span class="cite-bracket">]</span></a></sup> Distributed energy storage systems (DESS) applications include several types of battery, <a href="Pumped-storage_hydroelectricity" title="Pumped-storage hydroelectricity">pumped hydro</a>, <a href="Compressed_air_energy_storage" class="mw-redirect" title="Compressed air energy storage">compressed air</a>, and <a href="Thermal_energy_storage" title="Thermal energy storage">thermal energy storage</a>.<sup id="cite_ref-nrel-storage_42-0" class="reference"><a href="#cite_note-nrel-storage-42"><span class="cite-bracket">[</span>42<span class="cite-bracket">]</span></a></sup><sup class="reference nowrap"><span title="Page / location: 42">: 42 </span></sup> Access to energy storage for commercial applications is easily accessible through programs such as <a href="Energy_storage_as_a_service" title="Energy storage as a service">energy storage as a service</a> (ESaaS).
</p>
<div class="mw-heading mw-heading4"><h4 id="PV_storage">PV storage</h4></div>
<dl><dd>Common <a href="Rechargeable_battery" title="Rechargeable battery">rechargeable battery</a> technologies used in today's PV systems include, the <a href="Valve_regulated_lead-acid_battery" class="mw-redirect" title="Valve regulated lead-acid battery">valve regulated lead-acid battery</a> (<a href="Lead%E2%80%93acid_battery" title="Lead–acid battery">lead–acid battery</a>), <a href="Nickel%E2%80%93cadmium_battery" title="Nickel–cadmium battery">nickel–cadmium</a> and <a href="Lithium-ion_batteries" class="mw-redirect" title="Lithium-ion batteries">lithium-ion batteries</a>. Compared to the other types, lead-acid batteries have a shorter lifetime and lower energy density. However, due to their high reliability, low <a href="Self-discharge" title="Self-discharge">self-discharge</a> (4–6% per year) as well as low investment and maintenance costs, they are currently the predominant technology used in small-scale, residential PV systems, as lithium-ion batteries are still being developed and about 3.5 times as expensive as lead-acid batteries. Furthermore, as storage devices for PV systems are stationary, the lower energy and power density and therefore higher weight of lead-acid batteries are not as critical as for <a href="Electric_vehicle" title="Electric vehicle">electric vehicles</a>.<sup id="cite_ref-ethz-harvard_43-0" class="reference"><a href="#cite_note-ethz-harvard-43"><span class="cite-bracket">[</span>43<span class="cite-bracket">]</span></a></sup><sup class="reference nowrap"><span title="Page / location: 4, 9">: 4, 9 </span></sup></dd></dl>
<dl><dd>However, lithium-ion batteries, such as the <a href="Tesla_Powerwall" title="Tesla Powerwall">Tesla Powerwall</a>, have the potential to replace lead-acid batteries in the near future, as they are being intensively developed and lower prices are expected due to economies of scale provided by large production facilities such as the <a href="Gigafactory_1" class="mw-redirect" title="Gigafactory 1">Gigafactory 1</a>. In addition, the Li-ion batteries of plug-in <a href="Electric_car" title="Electric car">electric cars</a> may serve as future storage devices, since most vehicles are parked an average of 95 percent of the time, their batteries could be used to let electricity flow from the car to the power lines and back. Other rechargeable batteries that are considered for distributed PV systems include, <a href="Sodium%E2%80%93sulfur_battery" title="Sodium–sulfur battery">sodium–sulfur</a> and <a href="Vanadium_redox_battery" title="Vanadium redox battery">vanadium redox</a> batteries, two prominent types of a <a href="Molten_salt_battery" class="mw-redirect" title="Molten salt battery">molten salt</a> and a <a href="Flow_battery" title="Flow battery">flow</a> battery, respectively.<sup id="cite_ref-ethz-harvard_43-1" class="reference"><a href="#cite_note-ethz-harvard-43"><span class="cite-bracket">[</span>43<span class="cite-bracket">]</span></a></sup><sup class="reference nowrap"><span title="Page / location: 4">: 4 </span></sup></dd></dl>
<div class="mw-heading mw-heading4"><h4 id="Vehicle-to-grid">Vehicle-to-grid</h4></div>
<dl><dd>Future generations of electric vehicles may have the ability to deliver power from the battery in a <a href="Vehicle-to-grid" title="Vehicle-to-grid">vehicle-to-grid</a> into the grid when needed.<sup id="cite_ref-44" class="reference"><a href="#cite_note-44"><span class="cite-bracket">[</span>44<span class="cite-bracket">]</span></a></sup> An <a href="Electric_vehicle_network" class="mw-redirect" title="Electric vehicle network">electric vehicle network</a> has the potential to serve as a DESS.<sup id="cite_ref-nrel-storage_42-1" class="reference"><a href="#cite_note-nrel-storage-42"><span class="cite-bracket">[</span>42<span class="cite-bracket">]</span></a></sup><sup class="reference nowrap"><span title="Page / location: 44">: 44 </span></sup></dd></dl>
<div class="mw-heading mw-heading4"><h4 id="Flywheels">Flywheels</h4></div>
<dl><dd>An advanced <a href="Flywheel_energy_storage" title="Flywheel energy storage">flywheel energy storage</a> (FES) stores the electricity generated from distributed resources in the form of angular <a href="Kinetic_energy" title="Kinetic energy">kinetic energy</a> by accelerating a rotor (<a href="Flywheel" title="Flywheel">flywheel</a>) to a very high speed of about 20,000 to over 50,000 rpm in a vacuum enclosure. Flywheels can respond quickly as they store and feed back electricity into the grid in a matter of seconds.<sup id="cite_ref-ScienceNews_45-0" class="reference"><a href="#cite_note-ScienceNews-45"><span class="cite-bracket">[</span>45<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-46" class="reference"><a href="#cite_note-46"><span class="cite-bracket">[</span>46<span class="cite-bracket">]</span></a></sup></dd></dl>
<div class="mw-heading mw-heading2"><h2 id="Integration_with_the_grid">Integration with the grid</h2></div>
<p>For reasons of reliability, distributed generation resources would be interconnected to the same transmission grid as central stations. Various technical and economic issues occur in the integration of these resources into a grid. Technical problems arise in the areas of <a href="Power_quality" class="mw-redirect" title="Power quality">power quality</a>, voltage stability, harmonics, reliability, protection, and control.<sup id="cite_ref-47" class="reference"><a href="#cite_note-47"><span class="cite-bracket">[</span>47<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-48" class="reference"><a href="#cite_note-48"><span class="cite-bracket">[</span>48<span class="cite-bracket">]</span></a></sup> Behavior of protective devices on the grid must be examined for all combinations of distributed and central station generation.<sup id="cite_ref-49" class="reference"><a href="#cite_note-49"><span class="cite-bracket">[</span>49<span class="cite-bracket">]</span></a></sup> A large scale deployment of distributed generation may affect grid-wide functions such as frequency control and allocation of reserves.<sup id="cite_ref-50" class="reference"><a href="#cite_note-50"><span class="cite-bracket">[</span>50<span class="cite-bracket">]</span></a></sup> As a result, <a href="Smart_grid" title="Smart grid">smart grid</a> functions, <a href="Virtual_power_plant" title="Virtual power plant">virtual power plants</a><sup id="cite_ref-51" class="reference"><a href="#cite_note-51"><span class="cite-bracket">[</span>51<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-52" class="reference"><a href="#cite_note-52"><span class="cite-bracket">[</span>52<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-53" class="reference"><a href="#cite_note-53"><span class="cite-bracket">[</span>53<span class="cite-bracket">]</span></a></sup> and <a href="Grid_energy_storage" title="Grid energy storage">grid energy storage</a> such as <a href="Power_to_gas" class="mw-redirect" title="Power to gas">power to gas</a> stations are added to the grid. Conflicts occur between utilities and resource managing organizations.<sup id="cite_ref-54" class="reference"><a href="#cite_note-54"><span class="cite-bracket">[</span>54<span class="cite-bracket">]</span></a></sup>
</p><p>Each distributed generation resource has its own integration issues. Solar PV and wind power both have intermittent and unpredictable generation, so they create many stability issues for voltage and frequency. These voltage issues affect mechanical grid equipment, such as load tap changers, which respond too often and wear out much more quickly than utilities anticipated.<sup id="cite_ref-55" class="reference"><a href="#cite_note-55"><span class="cite-bracket">[</span>55<span class="cite-bracket">]</span></a></sup> Also, without any form of energy storage during times of high solar generation, companies must rapidly increase generation around the time of sunset to compensate for the loss of solar generation. This high ramp rate produces what the industry terms the <i><a href="Duck_curve" title="Duck curve">duck curve</a></i> that is a major concern for grid operators in the future.<sup id="cite_ref-56" class="reference"><a href="#cite_note-56"><span class="cite-bracket">[</span>56<span class="cite-bracket">]</span></a></sup> Storage can fix these issues if it can be implemented. Flywheels have shown to provide excellent frequency regulation.<sup id="cite_ref-57" class="reference"><a href="#cite_note-57"><span class="cite-bracket">[</span>57<span class="cite-bracket">]</span></a></sup> Also, flywheels are highly cyclable compared to batteries, meaning they maintain the same energy and power after a significant amount of cycles( on the order of 10,000 cycles).<sup id="cite_ref-58" class="reference"><a href="#cite_note-58"><span class="cite-bracket">[</span>58<span class="cite-bracket">]</span></a></sup> Short term use batteries, at a large enough scale of use, can help to flatten the duck curve and prevent generator use fluctuation and can help to maintain voltage profile.<sup id="cite_ref-59" class="reference"><a href="#cite_note-59"><span class="cite-bracket">[</span>59<span class="cite-bracket">]</span></a></sup> However, cost is a major limiting factor for energy storage as each technique is prohibitively expensive to produce at scale and comparatively not energy dense compared to liquid fossil fuels.
Finally, another method of aiding in integration is in the use of <a href="Intelligent_hybrid_inverter" class="mw-redirect" title="Intelligent hybrid inverter">intelligent inverters</a> that have the capability to also store the energy when there is more energy production than consumption.<sup id="cite_ref-60" class="reference"><a href="#cite_note-60"><span class="cite-bracket">[</span>60<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Mitigating_voltage_and_frequency_issues_of_DG_integration">Mitigating voltage and frequency issues of DG integration</h2></div>
<p>There have been some efforts to mitigate voltage and frequency issues due to increased implementation of DG. Most notably, IEEE 1547 sets the standard for interconnection and interoperability of distributed energy resources. IEEE 1547 sets specific curves signaling when to clear a fault as a function of the time after the disturbance and the magnitude of the voltage irregularity or frequency irregularity.<sup id="cite_ref-61" class="reference"><a href="#cite_note-61"><span class="cite-bracket">[</span>61<span class="cite-bracket">]</span></a></sup> Voltage issues also give legacy equipment the opportunity to perform new operations. Notably, inverters can regulate the voltage output of DGs. Changing inverter impedances can change voltage fluctuations of DG, meaning inverters have the ability to control DG voltage output.<sup id="cite_ref-62" class="reference"><a href="#cite_note-62"><span class="cite-bracket">[</span>62<span class="cite-bracket">]</span></a></sup> To reduce the effect of DG integration on mechanical grid equipment, transformers and load tap changers have the potential to implement specific tap operation vs. voltage operation curves mitigating the effect of voltage irregularities due to DG. That is, load tap changers respond to voltage fluctuations that last for a longer period than voltage fluctuations created from DG equipment.<sup id="cite_ref-63" class="reference"><a href="#cite_note-63"><span class="cite-bracket">[</span>63<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Stand_alone_hybrid_systems">Stand alone hybrid systems</h2></div>
<p>It is now possible to combine technologies such as <a href="Photovoltaics" title="Photovoltaics">photovoltaics</a>, <a href="Battery_(electricity)" class="mw-redirect" title="Battery (electricity)">batteries</a> and <a href="Cogeneration" title="Cogeneration">cogeneration</a> to make stand alone distributed generation systems.<sup id="cite_ref-64" class="reference"><a href="#cite_note-64"><span class="cite-bracket">[</span>64<span class="cite-bracket">]</span></a></sup>
</p><p>Recent work has shown that such systems have a low <a href="Levelized_cost_of_electricity" title="Levelized cost of electricity">levelized cost of electricity</a>.<sup id="cite_ref-65" class="reference"><a href="#cite_note-65"><span class="cite-bracket">[</span>65<span class="cite-bracket">]</span></a></sup>
</p><p>Many authors now think that these technologies may enable a mass-scale <a href="Grid_defection" class="mw-redirect" title="Grid defection">grid defection</a> because consumers can produce electricity using <a href="Off_grid" class="mw-redirect" title="Off grid">off grid</a> systems primarily made up of <a href="Solar_photovoltaic" class="mw-redirect" title="Solar photovoltaic">solar photovoltaic</a> technology.<sup id="cite_ref-66" class="reference"><a href="#cite_note-66"><span class="cite-bracket">[</span>66<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-67" class="reference"><a href="#cite_note-67"><span class="cite-bracket">[</span>67<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-68" class="reference"><a href="#cite_note-68"><span class="cite-bracket">[</span>68<span class="cite-bracket">]</span></a></sup> For example, the Rocky Mountain Institute has proposed that there may wide scale <a href="Grid_defection" class="mw-redirect" title="Grid defection">grid defection</a>.<sup id="cite_ref-69" class="reference"><a href="#cite_note-69"><span class="cite-bracket">[</span>69<span class="cite-bracket">]</span></a></sup> This is backed up by studies in the Midwest.<sup id="cite_ref-70" class="reference"><a href="#cite_note-70"><span class="cite-bracket">[</span>70<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="Cost_factors">Cost factors</h2></div>
<p>Cogenerators find favor because most buildings already burn fuels, and the cogeneration can extract more value from the fuel. Local production has no <a href="Losses_in_electrical_systems" title="Losses in electrical systems">electricity transmission losses</a> on long distance <a href="Power_line" class="mw-redirect" title="Power line">power lines</a> or energy losses from the <a href="Joule_effect" title="Joule effect">Joule effect</a> in transformers where in general 8-15% of the energy is lost<sup id="cite_ref-71" class="reference"><a href="#cite_note-71"><span class="cite-bracket">[</span>71<span class="cite-bracket">]</span></a></sup> (see also <a href="Cost_of_electricity_by_source" title="Cost of electricity by source">cost of electricity by source</a>). Some larger installations utilize combined cycle generation. Usually this consists of a <a href="Gas_turbine" title="Gas turbine">gas turbine</a> whose exhaust boils <a href="Water" title="Water">water</a> for a <a href="Steam_turbine" title="Steam turbine">steam turbine</a> in a <a href="Rankine_cycle" title="Rankine cycle">Rankine cycle</a>. The condenser of the steam cycle provides the heat for space heating or an absorptive <a href="Chiller" title="Chiller">chiller</a>. Combined cycle plants with cogeneration have the highest known thermal efficiencies, often exceeding 85%. In countries with high pressure gas distribution, small turbines can be used to bring the gas pressure to domestic levels whilst extracting useful energy. If the UK were to implement this countrywide an additional 2-4&nbsp;GWe would become available. (Note that the energy is already being generated elsewhere to provide the high initial gas pressure – this method simply distributes the energy via a different route.)
</p>
<div class="mw-heading mw-heading2"><h2 id="Microgrid">Microgrid</h2></div>
<div role="note" class="hatnote navigation-not-searchable">Main article: <a href="Microgrid" title="Microgrid">Microgrid</a></div>
<p>A <i>microgrid</i> is a localized grouping of electricity generation, energy storage, and loads that normally operates connected to a traditional centralized grid (<a href="Electrical_grid" title="Electrical grid">macrogrid</a>). This single point of common coupling with the macrogrid can be disconnected. The microgrid can then function autonomously.<sup id="cite_ref-72" class="reference"><a href="#cite_note-72"><span class="cite-bracket">[</span>72<span class="cite-bracket">]</span></a></sup> Generation and loads in a microgrid are usually interconnected at low voltage and it can operate in DC, AC, or the combination of both. From the point of view of the grid operator, a connected microgrid can be controlled as if it were one entity.
</p><p>Microgrid generation resources can include stationary batteries, fuel cells, solar, wind, or other energy sources. The multiple dispersed generation sources and ability to isolate the microgrid from a larger network would provide highly reliable electric power. Produced heat from generation sources such as microturbines could be used for local process heating or space heating, allowing flexible trade off between the needs for heat and electric power.
</p><p>Micro-grids were proposed in the wake of the <a href="July_2012_India_blackout" class="mw-redirect" title="July 2012 India blackout">July 2012 India blackout</a>:<sup id="cite_ref-moneycontrol_73-0" class="reference"><a href="#cite_note-moneycontrol-73"><span class="cite-bracket">[</span>73<span class="cite-bracket">]</span></a></sup>
</p>
<ul><li>Small micro-grids covering 30–50&nbsp;km radius<sup id="cite_ref-moneycontrol_73-1" class="reference"><a href="#cite_note-moneycontrol-73"><span class="cite-bracket">[</span>73<span class="cite-bracket">]</span></a></sup></li>
<li>Small power stations of 5–10&nbsp;MW to serve the micro-grids</li>
<li>Generate power locally to reduce dependence on long-distance transmission lines and cut transmission losses.</li></ul>
<p>Micro-grids have seen implementation in a number of communities over the world. For example, Tesla has implemented a solar micro-grid in the Samoan island of Ta'u, powering the entire island with solar energy.<sup id="cite_ref-74" class="reference"><a href="#cite_note-74"><span class="cite-bracket">[</span>74<span class="cite-bracket">]</span></a></sup> This localized production system has helped save over 380 cubic metres (100,000&nbsp;US&nbsp;gal) of diesel fuel. It is also able to sustain the island for three whole days if the sun were not to shine at all during that period.<sup id="cite_ref-75" class="reference"><a href="#cite_note-75"><span class="cite-bracket">[</span>75<span class="cite-bracket">]</span></a></sup> This is a great example of how micro-grid systems can be implemented in communities to encourage renewable resource usage and localized production.
</p><p>To plan and install Microgrids correctly, engineering modelling is needed. Multiple simulation tools and optimization tools exist to model the economic and electric effects of Microgrids. A widely used economic optimization tool is the Distributed Energy Resources Customer Adoption Model (DER-CAM) from <a href="Lawrence_Berkeley_National_Laboratory" title="Lawrence Berkeley National Laboratory">Lawrence Berkeley National Laboratory</a>. Another frequently used commercial economic modelling tool is <a rel="nofollow" class="external text" href="https://www.homerenergy.com/">Homer Energy</a>, originally designed by the <a href="National_Renewable_Energy_Laboratory" title="National Renewable Energy Laboratory">National Renewable Laboratory</a>. There are also some power flow and electrical design tools guiding the Microgrid developers. The <a href="Pacific_Northwest_National_Laboratory" title="Pacific Northwest National Laboratory">Pacific Northwest National Laboratory</a> designed the public available GridLAB-D tool and the <a href="Electric_Power_Research_Institute" title="Electric Power Research Institute">Electric Power Research Institute (EPRI)</a> designed OpenDSS to simulate the distribution system (for Microgrids). A professional integrated DER-CAM and OpenDSS version is available via <a rel="nofollow" class="external text" href="https://www.bankableenergy.com/">BankableEnergy</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20180711022032/https://www.bankableenergy.com/">Archived</a> 11 July 2018 at the <a href="Wayback_Machine" title="Wayback Machine">Wayback Machine</a>. A European tool that can be used for electrical, cooling, heating, and process heat demand simulation is EnergyPLAN from the <a href="Aalborg_University" title="Aalborg University">Aalborg University, Denmark</a>.
</p>
<div class="mw-heading mw-heading2"><h2 id="Communication_in_DER_systems">Communication in DER systems</h2></div>
<ul><li><a href="IEC_61850" title="IEC 61850">IEC 61850</a>-7-420 is published by IEC TC 57: Power systems management and associated information exchange. It is one of the IEC 61850 standards, some of which are core Standards required for implementing smart grids. It uses communication services mapped to <a href="Manufacturing_Message_Specification" title="Manufacturing Message Specification">MMS</a> as per IEC 61850-8-1 standard.</li>
<li><a href="OLE_for_process_control" class="mw-redirect" title="OLE for process control">OPC</a> is also used for the communication between different entities of DER system.</li>
<li><a href="Institute_of_Electrical_and_Electronics_Engineers" title="Institute of Electrical and Electronics Engineers">Institute of Electrical and Electronics Engineers</a> IEEE 2030.7 microgrid controller standard. That concept relies on 4 blocks: a) Device Level control (e.g. Voltage and Frequency Control), b) Local Area Control (e.g. data communication), c) Supervisory (software) controller (e.g. forward looking dispatch optimization of generation and load resources), and d) Grid Layer (e.g. communication with utility).</li>
<li>A wide variety of complex control algorithms exist, making it difficult for small and residential <a href="Distributed_Energy_Resource" class="mw-redirect" title="Distributed Energy Resource">Distributed Energy Resource</a> (DER) users to implement energy management and control systems. Especially, communication upgrades and data information systems can make it expensive. Thus, some projects try to simplify the control of DER via off-the shelf products and make it usable for the mainstream (e.g. using a Raspberry Pi).<sup id="cite_ref-76" class="reference"><a href="#cite_note-76"><span class="cite-bracket">[</span>76<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-77" class="reference"><a href="#cite_note-77"><span class="cite-bracket">[</span>77<span class="cite-bracket">]</span></a></sup></li></ul>
<div class="mw-heading mw-heading2"><h2 id="Legal_requirements_for_distributed_generation">Legal requirements for distributed generation</h2></div>
<p>In 2010 Colorado enacted a law requiring that by 2020 that 3% of the power generated in Colorado utilize distributed generation of some sort.<sup id="cite_ref-78" class="reference"><a href="#cite_note-78"><span class="cite-bracket">[</span>78<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-79" class="reference"><a href="#cite_note-79"><span class="cite-bracket">[</span>79<span class="cite-bracket">]</span></a></sup>
</p><p>On 11 October 2017, California Governor Jerry Brown signed into law a bill, SB 338, that makes utility companies plan "carbon-free alternatives to gas generation" in order to meet peak demand. The law requires utilities to evaluate issues such as energy storage, efficiency, and distributed energy resources.<sup id="cite_ref-80" class="reference"><a href="#cite_note-80"><span class="cite-bracket">[</span>80<span class="cite-bracket">]</span></a></sup>
</p>
<div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2></div>
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<ul><li><a href="Autonomous_building" title="Autonomous building">Autonomous building</a></li>
<li><a href="Demand_response" title="Demand response">Demand response</a></li>
<li><a href="Energy_harvesting" title="Energy harvesting">Energy harvesting</a></li>
<li><a href="Energy_storage_as_a_service" title="Energy storage as a service">Energy storage as a service</a> (ESaaS)</li>
<li><a href="Electranet" title="Electranet">Electranet</a></li>
<li><a href="Electric_power_transmission" title="Electric power transmission">Electric power transmission</a></li>
<li><a href="Electricity_generation" title="Electricity generation">Electricity generation</a></li>
<li><a href="Electricity_market" title="Electricity market">Electricity market</a></li>
<li><a href="Electricity_retailing" title="Electricity retailing">Electricity retailing</a></li>
<li><a href="Energy_demand_management" title="Energy demand management">Energy demand management</a></li>
<li><a href="Efficient_energy_use" title="Efficient energy use">Energy efficiency</a></li>
<li><a href="Energy_storage" title="Energy storage">Energy storage</a></li>
<li><a href="Flywheel_energy_storage" title="Flywheel energy storage">Flywheel energy storage</a></li>
<li><a href="Future_energy_development" class="mw-redirect" title="Future energy development">Future energy development</a></li>
<li><a href="Green_power_superhighway" class="mw-redirect" title="Green power superhighway">Green power superhighway</a></li>
<li><a href="Grid-tied_electrical_system" title="Grid-tied electrical system">Grid-tied electrical system</a></li>
<li><a href="Hydrogen_station" class="mw-redirect" title="Hydrogen station">Hydrogen station</a></li>
<li><a href="IEEE_1547" title="IEEE 1547">IEEE 1547</a> (<i>Standard for Interconnecting Distributed<br>Resources with Electric Power Systems)</i></li>
<li><a href="Islanding" title="Islanding">Islanding</a></li>
<li><a href="Local_flexibility_markets" title="Local flexibility markets">Local flexibility markets</a></li>
<li><a href="Microgeneration" title="Microgeneration">Microgeneration</a></li>
<li><a href="Net_metering" title="Net metering">Net metering</a></li>
<li><a href="Peak_shaving" class="mw-redirect" title="Peak shaving">Peak shaving</a></li>
<li><a href="Relative_cost_of_electricity_generated_by_different_sources" class="mw-redirect" title="Relative cost of electricity generated by different sources">Relative cost of electricity generated by different sources</a></li>
<li><a href="Renewable_energy_development" class="mw-redirect" title="Renewable energy development">Renewable energy development</a></li>
<li><a href="Smart_meter" title="Smart meter">Smart meter</a></li>
<li><a href="Smart_power_grid" class="mw-redirect" title="Smart power grid">Smart power grid</a></li>
<li><a href="Solar_Guerrilla" class="mw-redirect" title="Solar Guerrilla">Solar Guerrilla</a></li>
<li><a href="Stand-alone_power_system" title="Stand-alone power system">Stand-alone power system</a></li>
<li><a href="Sustainable_community_energy_system" title="Sustainable community energy system">Sustainable community energy system</a></li>
<li><a href="Trigeneration" class="mw-redirect" title="Trigeneration">Trigeneration</a></li>
<li><a href="World_Alliance_for_Decentralized_Energy" title="World Alliance for Decentralized Energy">World Alliance for Decentralized Energy</a></li></ul>
</div>
<div class="mw-heading mw-heading2"><h2 id="References">References</h2></div>
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<li id="cite_note-76"><span class="mw-cite-backlink"><b><a href="#cite_ref-76">^</a></b></span> <span class="reference-text"><cite id="CITEREFFürstGawinowskiBuettrichBonnet2013" class="citation book cs1">Fürst, Jonathan; Gawinowski, Nik; Buettrich, Sebastian; Bonnet, Philippe (25 September 2013). <a rel="nofollow" class="external text" href="https://www.researchgate.net/publication/259157235">"COSMGrid: Configurable, off-the-shelf micro grid"</a>. <i>2013 IEEE Global Humanitarian Technology Conference (GHTC)</i>. pp.&nbsp;<span class="nowrap">96–</span>101. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1109%2FGHTC.2013.6713662">10.1109/GHTC.2013.6713662</a>. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>978-1-4799-2402-8</bdi>. <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a>&nbsp;<a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:19202084">19202084</a>.</cite></span>
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<div class="mw-heading mw-heading2"><h2 id="Further_reading">Further reading</h2></div>
<ul><li><cite id="CITEREFBrassCarleyMacLeanBaldwin2012" class="citation journal cs1">Brass, J. N.; Carley, S.; <a href="Lauren_M._MacLean" title="Lauren M. MacLean">MacLean, L. M.</a>; Baldwin, E. (2012). <a rel="nofollow" class="external text" href="https://doi.org/10.1146%2Fannurev-environ-051112-111930">"Power for Development: A Review of Distributed Generation Projects in the Developing World"</a>. <i>Annual Review of Environment and Resources</i>. <b>37</b>: <span class="nowrap">107–</span>136. <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1146%2Fannurev-environ-051112-111930">10.1146/annurev-environ-051112-111930</a></span>.</cite></li>
<li>Gies, Erica. <a rel="nofollow" class="external text" href="https://www.nytimes.com/2010/11/29/business/energy-environment/29iht-rbogferc.html?pagewanted=all&amp;_r=0&amp;gwh=402884C2E19C695EA255CCF207D8BB22">Making the Consumer an Active Participant in the Grid</a>, <i><a href="The_New_York_Times" title="The New York Times">The New York Times</a></i>, 29 November 2010. Discusses distributed generation and the U.S. <a href="Federal_Energy_Regulatory_Commission" title="Federal Energy Regulatory Commission">Federal Energy Regulatory Commission</a>.</li>
<li><cite id="CITEREFPahl2012" class="citation book cs1">Pahl, Greg (2012). <span class="id-lock-registration" title="Free registration required"><a rel="nofollow" class="external text" href="https://archive.org/details/isbn_9781603584098"><i>Power from the people&nbsp;: how to organize, finance, and launch local energy projects</i></a></span>. Santa Rosa, Calif: Post Carbon Institute. <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&nbsp;<bdi>9781603584098</bdi>.</cite></li></ul>
<div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2></div>
<div class="div-col" style="column-width: 30em;">
<ul><li><a rel="nofollow" class="external text" href="http://www.migrids.com/">MIGRIDS -Worldwide Business and Marketing Microgrid Directory</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20200730012714/http://www.migrids.com/">Archived</a> 30 July 2020 at the <a href="Wayback_Machine" title="Wayback Machine">Wayback Machine</a></li>
<li><a rel="nofollow" class="external text" href="http://www.ukdea.org.uk/">The UK District Energy Association – advocating the construction of locally distributed energy networks</a></li>
<li><a rel="nofollow" class="external text" href="https://web.archive.org/web/20030622211043/http://www.newrules.org/electricity/planningfordg.html">Decentralized Power as Part of Local and Regional Plans</a></li>
<li><a rel="nofollow" class="external text" href="https://sagroups.ieee.org/scc21/">IEEE P1547 Draft Standard for Interconnecting Distributed Resources with Electric Power Systems</a></li>
<li><a rel="nofollow" class="external text" href="http://www.localpower.org">World Alliance for Decentralized Energy</a></li>
<li><a rel="nofollow" class="external text" href="http://www.ideasproject.info">The iDEaS project by University of Southampton on Decentralised Energy</a></li>
<li><a rel="nofollow" class="external text" href="http://www.abc.net.au/rn/scienceshow/stories/2007/2010598.htm">Biofuels and gas pressure energy recovery</a></li>
<li><a rel="nofollow" class="external text" href="http://building-microgrid.lbl.gov/">Microgrids projects and DER Optimization Model at Berkeley Lab</a></li>
<li><a rel="nofollow" class="external text" href="http://www.der-lab.net">DERlab</a></li>
<li><a rel="nofollow" class="external text" href="http://www.cet.or.at">Center for Energy and innovative Technologies</a></li>
<li><a rel="nofollow" class="external text" href="https://web.archive.org/web/20130610130954/http://ezine.pk/?Decentralized-Power-System-DPS-in-Pakistan&amp;id=381">Decentralized Power System (DPS) in Pakistan</a></li>
<li><a rel="nofollow" class="external text" href="http://www.dg.history.vt.edu/index.html">Distributed Generation—Educational Module, Virginia Tech</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20150715224658/http://www.dg.history.vt.edu/index.html">Archived</a> 15 July 2015 at the <a href="Wayback_Machine" title="Wayback Machine">Wayback Machine</a></li>
<li><a rel="nofollow" class="external text" href="https://arena.gov.au/blog/distributed-energy-resources/">What are distributed energy resources (DER) and how do they work?</a>, <a href="Australian_Renewable_Energy_Agency" title="Australian Renewable Energy Agency">Australian Renewable Energy Agency</a> (<a href="Australian_Renewable_Energy_Agency" title="Australian Renewable Energy Agency">ARENA</a>).</li></ul>
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</style><div id="Electricity_delivery729" style="font-size:114%;margin:0 4em"><a href="Electricity_delivery" title="Electricity delivery">Electricity delivery</a></div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">Concepts</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Automatic_generation_control" title="Automatic generation control">Automatic generation control</a></li>
<li><a href="Backfeeding" title="Backfeeding">Backfeeding</a></li>
<li><a href="Base_load" title="Base load">Base load</a></li>
<li><a href="Demand_factor" title="Demand factor">Demand factor</a></li>
<li><a href="Droop_speed_control" title="Droop speed control">Droop speed control</a></li>
<li><a href="Electric_power" title="Electric power">Electric power</a></li>
<li><a href="Electric_power_quality" title="Electric power quality">Electric power quality</a></li>
<li><a href="Electrical_fault" title="Electrical fault">Electrical fault</a></li>
<li><a href="Energy_demand_management" title="Energy demand management">Energy demand management</a></li>
<li><a href="Energy_return_on_investment" title="Energy return on investment">Energy return on investment</a></li>
<li><a href="Grid_code" title="Grid code">Grid code</a></li>
<li><a href="Grid_energy_storage" title="Grid energy storage">Grid energy storage</a></li>
<li><a href="Grid_strength" class="mw-redirect" title="Grid strength">Grid strength</a></li>
<li><a href="Home_energy_storage" title="Home energy storage">Home energy storage</a></li>
<li><a href="Load-following_power_plant" title="Load-following power plant">Load-following</a></li>
<li><a href="Merit_order" title="Merit order">Merit order</a></li>
<li><a href="Nameplate_capacity" title="Nameplate capacity">Nameplate capacity</a></li>
<li><a href="Peak_demand" title="Peak demand">Peak demand</a></li>
<li><a href="Power_factor" title="Power factor">Power factor</a></li>
<li><a href="Power-flow_study" title="Power-flow study">Power-flow study</a></li>
<li><a href="Power_system_reliability" title="Power system reliability">Power system reliability</a></li>
<li><a href="Repowering" title="Repowering">Repowering</a></li>
<li><a href="Utility_frequency" title="Utility frequency">Utility frequency</a></li>
<li><a href="Variable_renewable_energy" title="Variable renewable energy">Variability</a></li>
<li><a href="Vehicle-to-grid" title="Vehicle-to-grid">Vehicle-to-grid</a></li></ul>
</div></td><td class="noviewer navbox-image" rowspan="8" style="width:1px;padding:0 0 0 2px"><div><span typeof="mw:File"></span></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Sources</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:7em"><a href="Non-renewable_resource" title="Non-renewable resource">Non-renewable</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Fossil_fuel_power_station" title="Fossil fuel power station">Fossil fuel power station</a>
<ul><li><a href="Coal" title="Coal">Coal</a></li>
<li><a href="Natural_gas" title="Natural gas">Natural gas</a></li>
<li><a href="Oil_shale" title="Oil shale">Oil shale</a></li>
<li><a href="Petroleum" title="Petroleum">Petroleum</a></li></ul></li>
<li><a href="Nuclear_power" title="Nuclear power">Nuclear</a></li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:7em"><a href="Renewable_energy" title="Renewable energy">Renewable</a></th><td class="navbox-list-with-group navbox-list navbox-odd" style="padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Biofuel" title="Biofuel">Biofuel</a></li>
<li><a href="Biogas" title="Biogas">Biogas</a></li>
<li><a href="Biomass" title="Biomass">Biomass</a></li>
<li><a href="Geothermal_power" title="Geothermal power">Geothermal</a></li>
<li><a href="Hydroelectricity" title="Hydroelectricity">Hydro</a></li>
<li><a href="Marine_energy" title="Marine energy">Marine</a>
<ul><li><a href="Marine_current_power" title="Marine current power">Current</a></li>
<li><a href="Osmotic_power" title="Osmotic power">Osmotic</a></li>
<li><a href="Ocean_thermal_energy_conversion" title="Ocean thermal energy conversion">Thermal</a></li>
<li><a href="Tidal_power" title="Tidal power">Tidal</a></li>
<li><a href="Wave_power" title="Wave power">Wave</a></li></ul></li>
<li><a href="Solar_power" title="Solar power">Solar</a></li>
<li><a href="Sustainable_biofuel" title="Sustainable biofuel">Sustainable biofuel</a></li>
<li><a href="Wind_power" title="Wind power">Wind</a></li></ul>
</div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Generation</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="AC_power" title="AC power">AC power</a></li>
<li><a href="Cogeneration" title="Cogeneration">Cogeneration</a></li>
<li><a href="Combined_cycle_power_plant" title="Combined cycle power plant">Combined cycle</a></li>
<li><a href="Cooling_tower" title="Cooling tower">Cooling tower</a></li>
<li><a href="Dispatchable_generation" title="Dispatchable generation">Dispatchable</a></li>
<li><a href="Energy_storage" title="Energy storage">Energy storage</a>
<ul><li><a href="Battery_energy_storage_system" title="Battery energy storage system">Battery</a></li></ul></li>
<li><a href="Induction_generator" title="Induction generator">Induction generator</a></li>
<li><a href="Inertial_response" title="Inertial response">Inertial response</a></li>
<li><a href="Inverter-based_resource" title="Inverter-based resource">Inverter-based resource</a></li>
<li><a href="Micro_combined_heat_and_power" title="Micro combined heat and power">Micro CHP</a></li>
<li><a href="Microgeneration" title="Microgeneration">Microgeneration</a></li>
<li><a href="Rankine_cycle" title="Rankine cycle">Rankine cycle</a></li>
<li><a href="Three-phase_electric_power" title="Three-phase electric power">Three-phase electric power</a></li>
<li><a href="Virtual_power_plant" title="Virtual power plant">Virtual power plant</a></li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;"><a href="Electric_power_transmission" title="Electric power transmission">Transmission</a><br>and <a href="Electric_power_distribution" title="Electric power distribution">distribution</a></div></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Ancillary_services" title="Ancillary services">Ancillary services</a></li>
<li><a href="Balancing_authority" title="Balancing authority">Balancing authority</a></li>
<li><a href="Contingency_(electrical_grid)" title="Contingency (electrical grid)">Contingency (electrical grid)</a></li>
<li><a href="Demand_response" title="Demand response">Demand response</a></li>

<li><a href="Dynamic_demand_(electric_power)" title="Dynamic demand (electric power)">Dynamic demand</a></li>
<li><a href="Electric_power_distribution" title="Electric power distribution">Electric power distribution</a></li>
<li><a href="Electric_power_system" title="Electric power system">Electric power system</a></li>
<li><a href="Electric_power_transmission" title="Electric power transmission">Electric power transmission</a></li>
<li><a href="Electrical_busbar_system" title="Electrical busbar system">Electrical busbar system</a></li>
<li><a href="Electrical_grid" title="Electrical grid">Electrical grid</a></li>
<li><a href="Electricity_retailing" title="Electricity retailing">Electricity retailing</a></li>
<li><a href="Grid_balancing" title="Grid balancing">Grid balancing</a></li>
<li><a href="High-voltage_direct_current" title="High-voltage direct current">High-voltage direct current</a></li>
<li><a href="High-voltage_shore_connection" title="High-voltage shore connection">High-voltage shore connection</a></li>
<li><a href="Interconnector" title="Interconnector">Interconnector</a></li>
<li><a href="Load_management" title="Load management">Load management</a></li>
<li><a href="Mains_electricity_by_country" title="Mains electricity by country">Mains electricity by country</a></li>
<li><a href="Overhead_power_line" title="Overhead power line">Overhead power line</a>
<ul><li><a href="Conductor_gallop" title="Conductor gallop">Conductor gallop</a></li></ul></li>
<li><a href="Power_station" title="Power station">Power station</a></li>
<li><a href="Pumped-storage_hydroelectricity" title="Pumped-storage hydroelectricity">Pumped hydro</a></li>
<li><a href="Single-wire_earth_return" title="Single-wire earth return">Single-wire earth return</a></li>
<li><a href="Smart_grid" title="Smart grid">Smart grid</a></li>
<li><a href="Substation" title="Substation">Substation</a></li>
<li><a href="Super_grid" title="Super grid">Super grid</a></li>
<li><a href="Transformer" title="Transformer">Transformer</a></li>
<li><a href="Transmission_system_operator" title="Transmission system operator">Transmission system operator</a> (TSO)</li>
<li><a href="Transmission_tower" title="Transmission tower">Transmission tower</a></li>
<li><a href="Utility_pole" title="Utility pole">Utility pole</a></li>
<li><a href="Voltage_control_and_reactive_power_management" title="Voltage control and reactive power management">Voltage control and reactive power management</a></li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Failure modes</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Black_start" title="Black start">Black start</a></li>
<li><a href="Brownout_(electricity)" title="Brownout (electricity)">Brownout</a></li>
<li><a href="Cascading_failure" title="Cascading failure">Cascading failure</a></li>
<li><a href="Islanding" title="Islanding">Islanding</a></li>
<li><a href="Power_outage" title="Power outage">Power outage</a>
<ul><li><a href="List_of_major_power_outages" title="List of major power outages">List</a></li></ul></li>
<li><a href="Rolling_blackout" title="Rolling blackout">Rolling blackout</a></li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;">Protective<br>devices</div></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Arc-fault_circuit_interrupter" title="Arc-fault circuit interrupter">Arc-fault circuit interrupter</a></li>
<li><a href="Circuit_breaker" title="Circuit breaker">Circuit breaker</a>
<ul><li><a href="Earth-leakage_circuit_breaker" title="Earth-leakage circuit breaker">Earth-leakage</a></li>
<li><a href="Sulfur_hexafluoride_circuit_breaker" title="Sulfur hexafluoride circuit breaker">Sulfur hexafluoride</a></li></ul></li>
<li><a href="Generator_interlock_kit" title="Generator interlock kit">Generator interlock kit</a></li>
<li><a href="Numerical_relay" title="Numerical relay">Numerical relay</a></li>
<li><a href="Power_system_protection" title="Power system protection">Power system protection</a></li>
<li><a href="Protective_relay" title="Protective relay">Protective relay</a></li>
<li><a href="Residual-current_device" title="Residual-current device">Residual-current device</a> (GFI)</li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;">Economics<br>and policies</div></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Availability_factor" title="Availability factor">Availability factor</a></li>
<li><a href="Capacity_factor" title="Capacity factor">Capacity factor</a></li>
<li><a href="Carbon_offsets_and_credits" title="Carbon offsets and credits">Carbon offsets and credits</a></li>
<li><a href="Cost_of_electricity_by_source" title="Cost of electricity by source">Cost of electricity by source</a></li>
<li><a href="Energy_subsidy" title="Energy subsidy">Energy subsidies</a></li>
<li><a href="Environmental_tax" title="Environmental tax">Environmental tax</a></li>
<li><a href="Feed-in_tariff" title="Feed-in tariff">Feed-in tariff</a></li>
<li><a href="Fossil_fuel_phase-out" title="Fossil fuel phase-out">Fossil fuel phase-out</a></li>
<li><a href="Load_factor_(electrical)" title="Load factor (electrical)">Load factor</a></li>
<li><a href="Net_metering" title="Net metering">Net metering</a></li>
<li><a href="Pigouvian_tax" title="Pigouvian tax">Pigouvian tax</a></li>
<li><a href="Renewable_Energy_Certificate_(United_States)" title="Renewable Energy Certificate (United States)">Renewable Energy Certificates</a></li>
<li><a href="Renewable_energy_commercialization" title="Renewable energy commercialization">Renewable energy commercialization</a></li>
<li><a href="Renewable_Energy_Payments" title="Renewable Energy Payments">Renewable Energy Payments</a></li>
<li><a href="Spark_spread" title="Spark spread">Spark/Dark/Quark/Bark spread</a></li></ul>
</div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><div style="display: inline-block; line-height: 1.2em; padding: .1em 0;">Statistics and<br>production</div></th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em">
<ul><li><a href="Electric_energy_consumption" title="Electric energy consumption">Electric energy consumption</a></li>
<li><a href="List_of_electricity_sectors" title="List of electricity sectors">List of electricity sectors</a></li></ul>
</div></td></tr><tr><td class="navbox-abovebelow" colspan="3"><div>
<ul><li><span class="noviewer" typeof="mw:File"><span title="Category"></span></span> Category</li></ul>
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This article is issued from <a class="external text" title="Last edited on 2025-07-25" href="https://en.wikipedia.org/wiki/?title=Distributed_generation&amp;oldid=1302523295">Wikipedia</a>. The text is available under <a class="external text" href="https://creativecommons.org/licenses/by-sa/4.0/deed.en">Creative Commons Attribution-Share Alike 4.0</a> unless otherwise noted. Additional terms may apply for the media files.
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