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Investigate Centralized and Decentralized Information Infrastructure for Future Electricity Market
by Jingwei Luo
Institution: | University of Michigan |
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Department: | |
Degree: | |
Year: | 2017 |
Keywords: | Smart Grid; Electricity Market; Distributed Control; Multi-Agent System (MAS); Internet-of-Things (IoT); Bitcoin; Electrical Engineering |
Posted: | 2/1/2018 12:00:00 AM |
Record ID: | 2152900 |
Full text PDF: | http://hdl.handle.net/2027.42/136613 |
The power grid is undergoing a transformation from a monopolized control system to a more decentralized one. Distributed renewable energy generation, responsive loads, and distribution automation are posing a new challenge to the traditional centralized control method. To address these challenges, we propose two innovative centralized and decentralized solutions for the information infrastructure of the future electricity market. For the centralized approach, we investigate the applications of an open-source control system platform VOLTTRON in the areas of building control and electric vehicle charging. For the case study, we implement the VOLTTRON platform to solve the economic dispatch (ED) problem. The VOLTTRON platform is used as a central message bus and 16 single-board computers are used to simulate distributed generators and dispatchable loads. For the decentralized approach, we propose an innovative Bitcoin-style distributed transactional model Bit-Energy using radically different Internet-of-Things technologies (Blockchain and Ethereums smart contract). Bit-Energy enables transparent, auditable, and peer-to-peer energy transactions between active market participants. We implement a highly efficient buyer/seller matching algorithm. Case studies demonstrate the accuracy, robustness, effectiveness, and scalability of the proposed Bit-Energy platform under various operating conditions.Advisors/Committee Members: Su, Wencong (advisor), Rawashdeh, Samir (committee member), Zheng, Yu (committee member).
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