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Electronic Theses and Dissertations

South Dakota State University

Environmental Engineering

2020

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Data Driven Synthetic Load Modeling For Smart City Energy Management Studies, Fernando Bereta Dos Reis Jan 2020

Data Driven Synthetic Load Modeling For Smart City Energy Management Studies, Fernando Bereta Dos Reis

Electronic Theses and Dissertations

The primary aim of this dissertation is to provide synthetic residential load models with granular level information on the customers having information about the appliances that constitute each individual residential customer through time. The synthetic load model is capable of being widely utilized by the power system research community since only publicly available data is utilized for its generation. This gives researcher’s access to how the synthetic load was made and also how accurate the model is in representing real power system regions. As the title of the dissertation suggests, the synthetic residential load models are intended for smart city …