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Investigate Centralized and Decentralized Information Infrastructure for Future Electricity Market

dc.contributor.authorLuo, Jingwei
dc.contributor.advisorSu, Wencong
dc.date.accessioned2017-04-26T16:49:58Z
dc.date.availableNO_RESTRICTIONen_US
dc.date.available2017-04-26T16:49:58Z
dc.date.issued2017-04-30
dc.date.submitted2017-03-04
dc.identifier.urihttps://hdl.handle.net/2027.42/136613
dc.description.abstractThe 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 Ethereum’s 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.en_US
dc.language.isoen_USen_US
dc.subjectSmart Griden_US
dc.subjectElectricity Marketen_US
dc.subjectDistributed Controlen_US
dc.subjectMulti-Agent System (MAS)en_US
dc.subjectInternet-of-Things (IoT)en_US
dc.subjectBitcoinen_US
dc.subject.otherElectrical Engineeringen_US
dc.titleInvestigate Centralized and Decentralized Information Infrastructure for Future Electricity Marketen_US
dc.typeThesisen_US
dc.description.thesisdegreenameMaster of Science in Engineering (MSE)en_US
dc.description.thesisdegreedisciplineElectrical Engineering, College of Engineering and Computer Scienceen_US
dc.description.thesisdegreegrantorUniversity of Michigan-Dearbornen_US
dc.contributor.committeememberRawashdeh, Samir
dc.contributor.committeememberZheng, Yu
dc.identifier.uniqname72753625en_US
dc.description.bitstreamurlhttps://deepblue.lib.umich.edu/bitstream/2027.42/136613/1/MS Thesis JingweiLuo - 11F.pdf
dc.identifier.orcid0000-0002-0026-7210en_US
dc.description.filedescriptionDescription of MS Thesis JingweiLuo - 11F.pdf : Thesis
dc.identifier.name-orcidLuo, Jingwei; 0000-0002-0026-7210en_US
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


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