Hierarchical energy management system for controlling distributed energy resources in a community microgrid
Community Energy Systems (CES) can be used to unlock the potential of Distributed Energy Resources (DERs), maximize the local consumption of Renewable Energy Resources (RES) at the lowest level of electricity grid, and offer collective benefits to the end-users involved. If different electricity pro...
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| Format: | Thesis (University of Nottingham only) |
| Language: | English |
| Published: |
2021
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| Online Access: | https://eprints.nottingham.ac.uk/66176/ |
| _version_ | 1848800305368530944 |
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| author | Elkazaz, Mahmoud |
| author_facet | Elkazaz, Mahmoud |
| author_sort | Elkazaz, Mahmoud |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | Community Energy Systems (CES) can be used to unlock the potential of Distributed Energy Resources (DERs), maximize the local consumption of Renewable Energy Resources (RES) at the lowest level of electricity grid, and offer collective benefits to the end-users involved. If different electricity producers and consumers (prosumers) are connected to form a CES, the economic behaviour of the system needs to be fully understood. Therefore, a high priority in this important area is the development of a novel design procedure which allows the comprehensive and analytical investigation of the CES using integrating control, management strategies, optimal planning and scheduling and sizing procedures. This thesis presents novel centralized and decentralized hierarchical Community Energy Management Systems (CEMSs) which facilitate energy trading between prosumers in the CES by coordinating the operation of energy resources such as distributed or centralized battery energy storage and shiftable home appliances (located in each house) to achieve a further reduction in the daily household energy costs for each house, compared to being operated individually (i.e. not a part of the CES). The hierarchical CEMS represents an optimization-based real-time interactive algorithm which uses a combination of a Peer-to-Peer (P2P) energy trading scheme and a hierarchical optimization and control framework. This hierarchical CEMS reduces energy costs for end-users, maximizes self-consumption of locally generated energy, reduces the dependency of the CES on the main electrical grid, and reshapes the consumption profile of the CES to reduce peak consumption, while taking into account the battery degradation costs and the use of Demand Side Management (DSM) techniques. The novel structure of the hierarchical CEMS enables the algorithm to deal with frequent changes in the system using a short sample time.
Detailed analysis of the performance of the household energy system using a real historic data of several UK households was performed to compare between end-users acting individually or as members of a CES. The performance of the household energy system is also assessed using different factors such as the overnight charging level, forecasting uncertainty, control sample time and tariff policies. Finally, a novel sizing methodology (in terms of energy and power rating) for a Community Battery Energy Storage System (CBESS) to provide Community Bill Management service plus addition ancillary services for the electricity/energy markets is presented. This includes an economic study to investigate if addition revenue could be obtained if the CBESS is used to provide more than one service. The results show the importance of participation in energy trading systems and the advantages of being a member of a CES, the need for using a centralized or a decentralized CEMS in coordination with energy trading systems to tackle the technical problems that may arise, and the importance of participation of the CES in the electricity market to achieve an appropriate return on investment. |
| first_indexed | 2025-11-14T20:49:27Z |
| format | Thesis (University of Nottingham only) |
| id | nottingham-66176 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T20:49:27Z |
| publishDate | 2021 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-661762021-12-31T04:40:44Z https://eprints.nottingham.ac.uk/66176/ Hierarchical energy management system for controlling distributed energy resources in a community microgrid Elkazaz, Mahmoud Community Energy Systems (CES) can be used to unlock the potential of Distributed Energy Resources (DERs), maximize the local consumption of Renewable Energy Resources (RES) at the lowest level of electricity grid, and offer collective benefits to the end-users involved. If different electricity producers and consumers (prosumers) are connected to form a CES, the economic behaviour of the system needs to be fully understood. Therefore, a high priority in this important area is the development of a novel design procedure which allows the comprehensive and analytical investigation of the CES using integrating control, management strategies, optimal planning and scheduling and sizing procedures. This thesis presents novel centralized and decentralized hierarchical Community Energy Management Systems (CEMSs) which facilitate energy trading between prosumers in the CES by coordinating the operation of energy resources such as distributed or centralized battery energy storage and shiftable home appliances (located in each house) to achieve a further reduction in the daily household energy costs for each house, compared to being operated individually (i.e. not a part of the CES). The hierarchical CEMS represents an optimization-based real-time interactive algorithm which uses a combination of a Peer-to-Peer (P2P) energy trading scheme and a hierarchical optimization and control framework. This hierarchical CEMS reduces energy costs for end-users, maximizes self-consumption of locally generated energy, reduces the dependency of the CES on the main electrical grid, and reshapes the consumption profile of the CES to reduce peak consumption, while taking into account the battery degradation costs and the use of Demand Side Management (DSM) techniques. The novel structure of the hierarchical CEMS enables the algorithm to deal with frequent changes in the system using a short sample time. Detailed analysis of the performance of the household energy system using a real historic data of several UK households was performed to compare between end-users acting individually or as members of a CES. The performance of the household energy system is also assessed using different factors such as the overnight charging level, forecasting uncertainty, control sample time and tariff policies. Finally, a novel sizing methodology (in terms of energy and power rating) for a Community Battery Energy Storage System (CBESS) to provide Community Bill Management service plus addition ancillary services for the electricity/energy markets is presented. This includes an economic study to investigate if addition revenue could be obtained if the CBESS is used to provide more than one service. The results show the importance of participation in energy trading systems and the advantages of being a member of a CES, the need for using a centralized or a decentralized CEMS in coordination with energy trading systems to tackle the technical problems that may arise, and the importance of participation of the CES in the electricity market to achieve an appropriate return on investment. 2021-12-31 Thesis (University of Nottingham only) NonPeerReviewed application/pdf en cc_by https://eprints.nottingham.ac.uk/66176/1/PhD%20thesis-corrections%2011-Final%20submission.pdf Elkazaz, Mahmoud (2021) Hierarchical energy management system for controlling distributed energy resources in a community microgrid. PhD thesis, University of Nottingham. Community Energy Systems CES Distributed Energy Resources DERs Community microgrid |
| spellingShingle | Community Energy Systems CES Distributed Energy Resources DERs Community microgrid Elkazaz, Mahmoud Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title | Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title_full | Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title_fullStr | Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title_full_unstemmed | Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title_short | Hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| title_sort | hierarchical energy management system for controlling distributed energy resources in a community microgrid |
| topic | Community Energy Systems CES Distributed Energy Resources DERs Community microgrid |
| url | https://eprints.nottingham.ac.uk/66176/ |