Joint Optimization of Thermostatically Controlled Appliance and Electric Vehicle Based on Adaptive Dynamic Programming

DOI

10.2991/icseee-16.2016.156How to use a DOI?

Keywords

Home Energy Management; Adaptive Dynamic Programming; Optimal Control; Time-varying; Thermostatically Controlled Appliance; Electric Vehicle.

Abstract

There are time-varying parameters within the performance index function and dynamic model of home energy optimization (HEO) which contains thermostatically controlled appliances (TCAs) and electric vehicles (EVs). And TCAs and EVs may be off-line. Adaptive dynamic programming (ADP) can not be applied directly to the optimization. In this paper, these problems are solved by transformation of the performance index function and dynamic model, and ADP is applied to the optimization with guarantees of convergence and optimality. The performances of the transformation are given in numerical results.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yi Liu
AU  - Yun Zhang
AU  - Sizhe Chen
PY  - 2016/12
DA  - 2016/12
TI  - Joint Optimization of Thermostatically Controlled Appliance and Electric Vehicle Based on Adaptive Dynamic Programming
BT  - Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016)
PB  - Atlantis Press
SP  - 872
EP  - 880
SN  - 2352-5401
UR  - https://doi.org/10.2991/icseee-16.2016.156
DO  - 10.2991/icseee-16.2016.156
ID  - Liu2016/12
ER  -