The Energy Management of Next-generation Microgrid Systems
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University of Akron / OhioLINK
2017
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| Online Access: | http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555 |
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ndltd-OhioLink-oai-etd.ohiolink.edu-akron15009075108315552021-08-03T07:03:35Z The Energy Management of Next-generation Microgrid Systems He, Youbiao Electrical Engineering Energy Microgrids Energy Management Game theory Social Network Renewable Energy In recent years, the Microgrid (MG), a widely acceptable small-scale power infrastructure, is being well developed due to its two characteristics. The rst is its ability to integrate distributed energy resources (DER), especially renewable energy sources (RES). The second is its resilience and reliability especially during emergent situations such as blackouts. Two important aspects for Microgrid Networks (MGN) are efficient coordination with other supportive MGs, which is achieved via energy trading, and security.This thesis proposes several mechanisms for energy trading in the MGN. Firstly, we propose a self-healing resilient Microgrid social network, in which the Deep Belief Network (DBN) algorithm is developed to predict the social relations between different energy users and producers and a coalition game model is designed to reduce the power loss in energy transmission. Secondly, we propose an energy trading mechanism using the game theoretic method by considering the non-stability of renewable energy sources (RES) and social network, by which the individual's decision-making is influenced. Finally, this thesis proposes a Bayesian game-based energy trading mechanism, in which the market participants can share partial information with others to preserve their privacy.The work in this thesis paves the way for further investigation and realization of resilient reliable Microgrids (MGs) to improve reliability and quality of the power supply. 2017 English text University of Akron / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555 http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
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NDLTD |
| language |
English |
| sources |
NDLTD |
| topic |
Electrical Engineering Energy Microgrids Energy Management Game theory Social Network Renewable Energy |
| spellingShingle |
Electrical Engineering Energy Microgrids Energy Management Game theory Social Network Renewable Energy He, Youbiao The Energy Management of Next-generation Microgrid Systems |
| author |
He, Youbiao |
| author_facet |
He, Youbiao |
| author_sort |
He, Youbiao |
| title |
The Energy Management of Next-generation Microgrid Systems |
| title_short |
The Energy Management of Next-generation Microgrid Systems |
| title_full |
The Energy Management of Next-generation Microgrid Systems |
| title_fullStr |
The Energy Management of Next-generation Microgrid Systems |
| title_full_unstemmed |
The Energy Management of Next-generation Microgrid Systems |
| title_sort |
energy management of next-generation microgrid systems |
| publisher |
University of Akron / OhioLINK |
| publishDate |
2017 |
| url |
http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555 |
| work_keys_str_mv |
AT heyoubiao theenergymanagementofnextgenerationmicrogridsystems AT heyoubiao energymanagementofnextgenerationmicrogridsystems |
| _version_ |
1719452627713916928 |