Please use this identifier to cite or link to this item: https://scholarbank.nus.edu.sg/handle/10635/134954
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dc.titleRENEWABLE ENERGY MANAGEMENT FOR NON-DEFERRABLE LOADS WITH DYNAMIC ELECTRICITY PRICING
dc.contributor.authorLEITHON MELO JOHANN
dc.date.accessioned2017-02-28T18:01:34Z
dc.date.available2017-02-28T18:01:34Z
dc.date.issued2016-08-19
dc.identifier.citationLEITHON MELO JOHANN (2016-08-19). RENEWABLE ENERGY MANAGEMENT FOR NON-DEFERRABLE LOADS WITH DYNAMIC ELECTRICITY PRICING. ScholarBank@NUS Repository.
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/134954
dc.description.abstractEnergy-consuming facilities that have insufficient flexibility to schedule their power consumption are referred to as non-deferrable loads. In this thesis, we consider dynamic electricity pricing and propose strategies to minimize the energy expenditure incurred by a non-deferrable load facility, which is equipped with a renewable energy harvester and a rechargeable battery. We start by designing genie-aided strategies, which assume perfect knowledge of future renewable energy arrivals. Thereafter, we propose online energy management algorithms, which do not require exact knowledge of future renewable energy arrivals, but rely on statistical forecasting. We also introduce a novel strategy, which does not require estimates of future renewable energy arrivals, and has lower computational complexity than existing strategies. Finally, we extend our analysis to account for non-linear electricity pricing schemes, and scenarios in which multiple users share renewable energy to minimize their collective expenditure.
dc.language.isoen
dc.subjectRenewable energy management, energy storage, cooperative energy management, stochastic control, calculus of variations, optimal control
dc.typeThesis
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.contributor.supervisorSUN SUMEI
dc.contributor.supervisorLIM TENG JOON
dc.description.degreePh.D
dc.description.degreeconferredDOCTOR OF PHILOSOPHY
dc.identifier.isiutNOT_IN_WOS
Appears in Collections:Ph.D Theses (Open)

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