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The Energy Management of Next-generation Microgrid Systems

He, Youbiao
http://orcid.org/0000-0001-9823-0223
http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555

Abstract Details

2017, Master of Science in Engineering, University of Akron, Electrical Engineering.
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.
Jin Wei (Advisor)
Hamid Bahrami (Committee Member)
Shiva Sastry (Committee Member)
82 p.
Electrical Engineering; Energy
Microgrids; Energy Management; Game theory; Social Network; Renewable Energy

Recommended Citations

Citations

  • He, Y. (2017). The Energy Management of Next-generation Microgrid Systems [Master's thesis, University of Akron]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555

    APA Style (7th edition)

  • He, Youbiao. The Energy Management of Next-generation Microgrid Systems. 2017. University of Akron, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555.

    MLA Style (8th edition)

  • He, Youbiao. "The Energy Management of Next-generation Microgrid Systems." Master's thesis, University of Akron, 2017. http://rave.ohiolink.edu/etdc/view?acc_num=akron1500907510831555

    Chicago Manual of Style (17th edition)

akron1500907510831555
276
© 2017, all rights reserved.
This open access ETD is published by University of Akron and OhioLINK.