Energy Management of Prosumer Communities
The penetration of distributed generation, energy storages and smart loads has resulted in the emergence of prosumers: entities capable of adjusting their electricity production and consumption in order to meet environmental goals and to participate profitably in the available electricity markets. S...
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| 格式: | Online |
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| 語言: | 英语 |
| 出版: |
MDPI - Multidisciplinary Digital Publishing Institute
2022
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| 主題: | |
| 在線閱讀: | ONIX_20220111_9783036520582_638 |
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| _version_ | 1869521541985730560 |
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| collection | Directory of Open Access Books |
| description | The penetration of distributed generation, energy storages and smart loads has resulted in the emergence of prosumers: entities capable of adjusting their electricity production and consumption in order to meet environmental goals and to participate profitably in the available electricity markets. Significant untapped potential remains in the exploitation and coordination of small and medium-sized distributed energy resources. However, such resources usually have a primary purpose, which imposes constraints on the exploitation of the resource; for example, the primary purpose of an electric vehicle battery is for driving, so the battery could be used as temporary storage for excess photovoltaic energy only if the vehicle is available for driving when the owner expects it to be. The aggregation of several distributed energy resources is a solution for coping with the unavailability of one resource. Solutions are needed for managing the electricity production and consumption characteristics of diverse distributed energy resources in order to obtain prosumers with more generic capabilities and services for electricity production, storage, and consumption. This collection of articles studies such prosumers and the emergence of prosumer communities. Demand response-capable smart loads, battery storages and photovoltaic generation resources are forecasted and optimized to ensure energy-efficient and, in some cases, profitable operation of the resources. |
| format | Online |
| id | doab-20.500.12854ir-76903 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-769032024-04-09T23:15:52Z Energy Management of Prosumer Communities Sierla, Seppo Pourakbari-Kasmaei, Mahdi power-to-heat sector coupling thermal storage district heat deep well heat pump hierarchical agglomerative clustering chronology demand response two-capacity building model residential users flexible loads shifting scenarios community of prosumers new consumption peak shared PV plant storage batteries load factor real-time pricing prosumers electricity price forecasting particle swarm optimization renewable energy peer-to-peer electricity market economic dispatch consensus + innovations distributed energy resources battery reinforcement learning simulation frequency reserve frequency containment reserve timescale artificial intelligence real-time thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities The penetration of distributed generation, energy storages and smart loads has resulted in the emergence of prosumers: entities capable of adjusting their electricity production and consumption in order to meet environmental goals and to participate profitably in the available electricity markets. Significant untapped potential remains in the exploitation and coordination of small and medium-sized distributed energy resources. However, such resources usually have a primary purpose, which imposes constraints on the exploitation of the resource; for example, the primary purpose of an electric vehicle battery is for driving, so the battery could be used as temporary storage for excess photovoltaic energy only if the vehicle is available for driving when the owner expects it to be. The aggregation of several distributed energy resources is a solution for coping with the unavailability of one resource. Solutions are needed for managing the electricity production and consumption characteristics of diverse distributed energy resources in order to obtain prosumers with more generic capabilities and services for electricity production, storage, and consumption. This collection of articles studies such prosumers and the emergence of prosumer communities. Demand response-capable smart loads, battery storages and photovoltaic generation resources are forecasted and optimized to ensure energy-efficient and, in some cases, profitable operation of the resources. 2022-01-11T13:45:43Z 2022-01-11T13:45:43Z 2021 book ONIX_20220111_9783036520582_638 9783036520582 9783036520575 https://directory.doabooks.org/handle/20.500.12854/76903 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/4373 https://mdpi.com/books/pdfview/book/4373 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-2057-5 10.3390/books978-3-0365-2057-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036520582 9783036520575 122 Basel, Switzerland open access |
| spellingShingle | power-to-heat sector coupling thermal storage district heat deep well heat pump hierarchical agglomerative clustering chronology demand response two-capacity building model residential users flexible loads shifting scenarios community of prosumers new consumption peak shared PV plant storage batteries load factor real-time pricing prosumers electricity price forecasting particle swarm optimization renewable energy peer-to-peer electricity market economic dispatch consensus + innovations distributed energy resources battery reinforcement learning simulation frequency reserve frequency containment reserve timescale artificial intelligence real-time thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities Energy Management of Prosumer Communities |
| title | Energy Management of Prosumer Communities |
| title_full | Energy Management of Prosumer Communities |
| title_fullStr | Energy Management of Prosumer Communities |
| title_full_unstemmed | Energy Management of Prosumer Communities |
| title_short | Energy Management of Prosumer Communities |
| title_sort | energy management of prosumer communities |
| topic | power-to-heat sector coupling thermal storage district heat deep well heat pump hierarchical agglomerative clustering chronology demand response two-capacity building model residential users flexible loads shifting scenarios community of prosumers new consumption peak shared PV plant storage batteries load factor real-time pricing prosumers electricity price forecasting particle swarm optimization renewable energy peer-to-peer electricity market economic dispatch consensus + innovations distributed energy resources battery reinforcement learning simulation frequency reserve frequency containment reserve timescale artificial intelligence real-time thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities |
| topic_facet | power-to-heat sector coupling thermal storage district heat deep well heat pump hierarchical agglomerative clustering chronology demand response two-capacity building model residential users flexible loads shifting scenarios community of prosumers new consumption peak shared PV plant storage batteries load factor real-time pricing prosumers electricity price forecasting particle swarm optimization renewable energy peer-to-peer electricity market economic dispatch consensus + innovations distributed energy resources battery reinforcement learning simulation frequency reserve frequency containment reserve timescale artificial intelligence real-time thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNB Energy industries and utilities |
| url | ONIX_20220111_9783036520582_638 |