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An optimal home energy management system for modulating heat pumps and photovoltaic systems

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  1. Jakub Grela & Aleksander Skała & Dominik Latoń & Katarzyna Bańczyk, 2025. "Enhancing Energy Autonomy in an e-Houseboat: Integration of Renewable Energy Sources with Hybrid Energy Storage Systems," Energies, MDPI, vol. 18(5), pages 1-31, February.
  2. Karol Bot & Inoussa Laouali & António Ruano & Maria da Graça Ruano, 2021. "Home Energy Management Systems with Branch-and-Bound Model-Based Predictive Control Techniques," Energies, MDPI, vol. 14(18), pages 1-27, September.
  3. Shafquat Rana & Joshua M. Pearce, 2025. "A Review of Phase-Change Material-Based Thermal Batteries for Sustainable Energy Storage of Solar Photovoltaic Systems Coupled to Heat Pumps in the Building Sector," Energies, MDPI, vol. 18(13), pages 1-40, June.
  4. Diab, Ibrahim & Damianakis, Nikolaos & Chandra-Mouli, Gautham Ram & Bauer, Pavol, 2024. "A shared PV system for transportation and residential loads to reduce curtailment and the need for storage systems," Applied Energy, Elsevier, vol. 353(PB).
  5. Lissy Langer, 2020. "An Optimal Peer-to-Peer Market Considering Modulating Heat Pumps and Photovoltaic Systems under the German Levy Regime," Energies, MDPI, vol. 13(20), pages 1-25, October.
  6. Wei, Zhichen & Calautit, John Kaiser, 2024. "Field experiment testing of a low-cost model predictive controller (MPC) for building heating systems and analysis of phase change material (PCM) integration," Applied Energy, Elsevier, vol. 360(C).
  7. Xing, Tong & Dehghanian, Payman & Yang, Dechang, 2025. "Optimal scheduling strategies for agricultural park integrated energy systems: An extensive review and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 221(C).
  8. Langer, Lissy & Volling, Thomas, 2022. "A reinforcement learning approach to home energy management for modulating heat pumps and photovoltaic systems," Applied Energy, Elsevier, vol. 327(C).
  9. Wei, Zhichen & Calautit, John, 2023. "Predictive control of low-temperature heating system with passive thermal mass energy storage and photovoltaic system: Impact of occupancy patterns and climate change," Energy, Elsevier, vol. 269(C).
  10. Liu, Yinyan & Ma, Jin & Xing, Xinjie & Liu, Xinglu & Wang, Wei, 2022. "A home energy management system incorporating data-driven uncertainty-aware user preference," Applied Energy, Elsevier, vol. 326(C).
  11. Pergantis, Elias N. & Priyadarshan, & Theeb, Nadah Al & Dhillon, Parveen & Ore, Jonathan P. & Ziviani, Davide & Groll, Eckhard A. & Kircher, Kevin J., 2024. "Field demonstration of predictive heating control for an all-electric house in a cold climate," Applied Energy, Elsevier, vol. 360(C).
  12. Vinzent Vetter & Philipp Wohlgenannt & Peter Kepplinger & Elias Eder, 2025. "Deep Reinforcement Learning Approaches the MILP Optimum of a Multi-Energy Optimization in Energy Communities," Energies, MDPI, vol. 18(17), pages 1-20, August.
  13. Tarragona, Joan & Pisello, Anna Laura & Fernández, Cèsar & de Gracia, Alvaro & Cabeza, Luisa F., 2021. "Systematic review on model predictive control strategies applied to active thermal energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
  14. Tomasz Siewierski & Andrzej Wędzik & Michał Szypowski, 2025. "Optimising Sustainable Home Energy Systems Amid Evolving Energy Market Landscape," Energies, MDPI, vol. 18(18), pages 1-32, September.
  15. Sridhar, Araavind & Honkapuro, Samuli & Ruiz, Fredy & Stoklasa, Jan & Annala, Salla & Wolff, Annika, 2024. "Residential consumer enrollment in demand response: An agent based approach," Applied Energy, Elsevier, vol. 374(C).
  16. Efkarpidis, Nikolaos A. & Vomva, Styliani A. & Christoforidis, Georgios C. & Papagiannis, Grigoris K., 2022. "Optimal day-to-day scheduling of multiple energy assets in residential buildings equipped with variable-speed heat pumps," Applied Energy, Elsevier, vol. 312(C).
  17. Xie, Peilin & Zhou, Fan & Tan, Sen & Liso, Vincenzo & Sahlin, Simon Lennart, 2025. "Development of a two-layer control and management system for a residential microgrid with HT-PEMFC-based micro-CHP," Applied Energy, Elsevier, vol. 381(C).
  18. Rikkas, Rebecka & Lahdelma, Risto, 2021. "Energy supply and storage optimization for mixed-type buildings," Energy, Elsevier, vol. 231(C).
  19. Zhao, Fei & Li, Yalou & Zhou, Xiaoxin & Wang, Dandan & Wei, Yawei & Li, Fang, 2023. "Co-optimization of decarbonized operation of coal-fired power plants and seasonal storage based on green ammonia co-firing," Applied Energy, Elsevier, vol. 341(C).
  20. Zhang, Heng & Zhang, Shenxi & Hu, Xiao & Cheng, Haozhong & Gu, Qingfa & Du, Mengke, 2022. "Parametric optimization-based peer-to-peer energy trading among commercial buildings considering multiple energy conversion," Applied Energy, Elsevier, vol. 306(PB).
  21. Cho, Mincheol & Honda, Tomonori, 2025. "Economic analysis of a photovoltaic battery system for an electrified detached house with a heat-pump water heater: Effect of time-variable electricity pricing," Energy, Elsevier, vol. 336(C).
  22. Vering, Christian & Maier, Laura & Breuer, Katharina & Krützfeldt, Hannah & Streblow, Rita & Müller, Dirk, 2022. "Evaluating heat pump system design methods towards a sustainable heat supply in residential buildings," Applied Energy, Elsevier, vol. 308(C).
  23. Kim, Hyung Joon & Lee, Jae Yong & Tak, Hyunwoo & Kim, Dongwoo, 2025. "Deep reinforcement learning-based residential building energy management incorporating power-to-heat technology for building electrification," Energy, Elsevier, vol. 317(C).
  24. Hermann, Julian & Kachirayil, Febin & Lohrmann, Alena & Scheller, Fabian & Roskosch, Dennis & McKenna, Russell, 2025. "A critical reflection on modelling approaches for heat pumps and building envelope retrofits in local energy system optimisations," Applied Energy, Elsevier, vol. 400(C).
  25. Binghui Han & Younes Zahraoui & Marizan Mubin & Saad Mekhilef & Mehdi Seyedmahmoudian & Alex Stojcevski, 2023. "Optimal Strategy for Comfort-Based Home Energy Management System Considering Impact of Battery Degradation Cost Model," Mathematics, MDPI, vol. 11(6), pages 1-26, March.
  26. Mueller, Felicitas & de Jongh, Steven & Cañizares, Claudio A. & Leibfried, Thomas & Bhattacharya, Kankar, 2025. "Comparison of machine learning and MPC methods for control of home battery storage systems in distribution grids," Applied Energy, Elsevier, vol. 400(C).
  27. Qu, Lei & Wang, Dengjia & Zhou, Yong & Yuan, Wangqiu & Liu, Yanfeng & Fan, Jianhua, 2025. "A new capacity design method for PV-ASHP system based on energy flow mechanism and energy supply-demand balance," Renewable Energy, Elsevier, vol. 239(C).
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