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Filters: Author is Shimamoto, Shogo  [Clear All Filters]
2022-06-06
Shimamoto, Shogo, Kobayashi, Koichi, Yamashita, Yuh.  2020.  Stochastic Model Predictive Control of Energy Management Systems with Human in the Loop. 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE). :60–61.
In this paper, we propose a method of stochastic model predictive control for energy management systems including human-in-the-loop. Here, we consider an air-conditioning system consisting of some rooms. Human decision making about the set temperature is modeled by a discrete-time Markov chain. The finite-time optimal control problem solved in the controller is reduced to a mixed integer linear programming problem.