@inproceedings{simbuild2024_2160,
	doi = {},
	url = {https://publications.ibpsa.org/conference/paper/?id=simbuild2024_2160},
	year = {2024},
	month = {May},
	publisher = {IBPSA-USA},
	author = {Jeeye Mun and  Seongkwon Cho and  Cheol-Soo Park},
	title  = {Local vs. Integrated Control Strategies for Heat Pump and PV Systems},
	booktitle = {Proceedings of SimBuild Conference 2024},
	volume  = {11},
	isbn = {},
	address  = {Denver, Colorado},
	series  = {IBPSA-USA Building Simulation Conference},
	pages = {800--808},
	abstract = {This study presents a real-life implementation of online integrated control that simultaneously accounts for the dynamic relationships among an outdoor environment, a thermal zone, a heat pump (HP), and a photovoltaic (PV). The integrated control successfully finds the control variables of the HP (supply airflow rate, setpoint temperature) based on federated three ANN models that predict the thermal zone’s temperature, electricity produced by the PV, and energy consumption by the HP. Compared to the local control that determines control variables based on local information (room air temperature), the integrated approach could achieve an average 53.2% energy reduction. },
	issn = {},
	Organisation = {IBPSA-USA},
	Editors = {}
}