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Using electrical energy storage in residential buildings – Sizing of battery and photovoltaic panels based on electricity cost optimization

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  1. Duchaud, Jean-Laurent & Notton, Gilles & Fouilloy, Alexis & Voyant, Cyril, 2019. "Hybrid renewable power plant sizing – Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos," Applied Energy, Elsevier, vol. 254(C).
  2. Wang, Yongli & Gao, Mingchen & Wang, Jingyan & Wang, Shuo & Liu, Yang & Zhu, Jinrong & Tan, Zhongfu, 2021. "Measurement and key influencing factors of the economic benefits for China’s photovoltaic power generation: A LCOE-based hybrid model," Renewable Energy, Elsevier, vol. 169(C), pages 935-952.
  3. Andrzej Tomczewski & Stanisław Mikulski & Adam Piotrowski & Sławomir Sowa & Krzysztof Wróbel, 2023. "Multicriteria Optimisation of the Structure of a Hybrid Power Supply System for a Single-Family Housing Estate in Poland, Taking into Account Different Electromobility Development Scenarios," Energies, MDPI, vol. 16(10), pages 1-21, May.
  4. Ahmadiahangar, Roya & Karami, Hossein & Husev, Oleksandr & Blinov, Andrei & Rosin, Argo & Jonaitis, Audrius & Sanjari, Mohammad Javad, 2022. "Analytical approach for maximizing self-consumption of nearly zero energy buildings- case study: Baltic region," Energy, Elsevier, vol. 238(PB).
  5. Pablo Durán Gómez & Fernando Echevarría Camarero & Ana Ogando-Martínez & Pablo Carrasco Ortega, 2023. "Profitability of Alternative Battery Operation Strategies in Photovoltaic Self-Consumption Systems under Current Regulatory Framework and Electricity Prices in Spain," Energies, MDPI, vol. 16(21), pages 1-25, October.
  6. Nina Munzke & Felix Büchle & Anna Smith & Marc Hiller, 2021. "Influence of Efficiency, Aging and Charging Strategy on the Economic Viability and Dimensioning of Photovoltaic Home Storage Systems," Energies, MDPI, vol. 14(22), pages 1-46, November.
  7. Ren, Haoshan & Gao, Dian-ce & Ma, Zhenjun & Zhang, Sheng & Sun, Yongjun, 2024. "Data-driven surrogate optimization for deploying heterogeneous multi-energy storage to improve demand response performance at building cluster level," Applied Energy, Elsevier, vol. 356(C).
  8. Khezri, Rahmat & Mahmoudi, Amin & Whaley, David, 2022. "Optimal sizing and comparative analysis of rooftop PV and battery for grid-connected households with all-electric and gas-electricity utility," Energy, Elsevier, vol. 251(C).
  9. Freitas Gomes, Icaro Silvestre & Perez, Yannick & Suomalainen, Emilia, 2021. "Rate design with distributed energy resources and electric vehicles: A Californian case study," Energy Economics, Elsevier, vol. 102(C).
  10. Jiyoung Eum & Yongki Kim, 2020. "Analysis on Operation Modes of Residential BESS with Balcony-PV for Apartment Houses in Korea," Sustainability, MDPI, vol. 13(1), pages 1-9, December.
  11. Juha Koskela & Antti Mutanen & Pertti Järventausta, 2020. "Using Load Forecasting to Control Domestic Battery Energy Storage Systems," Energies, MDPI, vol. 13(15), pages 1-20, August.
  12. Berg, Kjersti & Rana, Rubi & Farahmand, Hossein, 2023. "Quantifying the benefits of shared battery in a DSO-energy community cooperation," Applied Energy, Elsevier, vol. 343(C).
  13. Huuki, Hannu & Karhinen, Santtu & Böök, Herman & Ding, Chao & Ruokamo, Enni, 2021. "Residential solar power profitability with thermal energy storage and carbon-corrected electricity prices," Utilities Policy, Elsevier, vol. 68(C).
  14. Bashar Alfalah, 2025. "Assessing the Availability and Adoption of Advanced Battery Storage Systems for Solar Photovoltaic Applications in Saudi Arabia Residential Buildings," Energies, MDPI, vol. 18(10), pages 1-16, May.
  15. Pei Huang & Xingxing Zhang & Benedetta Copertaro & Puneet Kumar Saini & Da Yan & Yi Wu & Xiangjie Chen, 2020. "A Technical Review of Modeling Techniques for Urban Solar Mobility: Solar to Buildings, Vehicles, and Storage (S2BVS)," Sustainability, MDPI, vol. 12(17), pages 1-37, August.
  16. Nicola Blasuttigh & Simone Negri & Alessandro Massi Pavan & Enrico Tironi, 2023. "Optimal Sizing and Environ-Economic Analysis of PV-BESS Systems for Jointly Acting Renewable Self-Consumers," Energies, MDPI, vol. 16(3), pages 1-25, January.
  17. Puranen, Pietari & Kosonen, Antti & Ahola, Jero, 2021. "Techno-economic viability of energy storage concepts combined with a residential solar photovoltaic system: A case study from Finland," Applied Energy, Elsevier, vol. 298(C).
  18. Li, Sihui & Peng, Jinqing & Zou, Bin & Li, Bojia & Lu, Chujie & Cao, Jingyu & Luo, Yimo & Ma, Tao, 2021. "Zero energy potential of photovoltaic direct-driven air conditioners with considering the load flexibility of air conditioners," Applied Energy, Elsevier, vol. 304(C).
  19. Tang, Hong & Wang, Shengwei, 2021. "Energy flexibility quantification of grid-responsive buildings: Energy flexibility index and assessment of their effectiveness for applications," Energy, Elsevier, vol. 221(C).
  20. Brodnicke, Linda & Gabrielli, Paolo & Sansavini, Giovanni, 2023. "Impact of policies on residential multi-energy systems for consumers and prosumers," Applied Energy, Elsevier, vol. 344(C).
  21. Maria Symeonidou & Agis M. Papadopoulos, 2022. "Selection and Dimensioning of Energy Storage Systems for Standalone Communities: A Review," Energies, MDPI, vol. 15(22), pages 1-28, November.
  22. Waibel, Christoph & Evins, Ralph & Carmeliet, Jan, 2019. "Co-simulation and optimization of building geometry and multi-energy systems: Interdependencies in energy supply, energy demand and solar potentials," Applied Energy, Elsevier, vol. 242(C), pages 1661-1682.
  23. Eleonora Achiluzzi & Kirushaanth Kobikrishna & Abenayan Sivabalan & Carlos Sabillon & Bala Venkatesh, 2020. "Optimal Asset Planning for Prosumers Considering Energy Storage and Photovoltaic (PV) Units: A Stochastic Approach," Energies, MDPI, vol. 13(7), pages 1-20, April.
  24. Motamedisedeh, Omid & Omrani, Sara & Karim, Azharul & Drogemuller, Robin & Walker, Geoffrey, 2025. "A comprehensive review of optimum integration of photovoltaic-based energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  25. Iflah Javeed & Rahmat Khezri & Amin Mahmoudi & Amirmehdi Yazdani & G. M. Shafiullah, 2021. "Optimal Sizing of Rooftop PV and Battery Storage for Grid-Connected Houses Considering Flat and Time-of-Use Electricity Rates," Energies, MDPI, vol. 14(12), pages 1-19, June.
  26. Giacomo Talluri & Gabriele Maria Lozito & Francesco Grasso & Carlos Iturrino Garcia & Antonio Luchetta, 2021. "Optimal Battery Energy Storage System Scheduling within Renewable Energy Communities," Energies, MDPI, vol. 14(24), pages 1-23, December.
  27. Zhang, Yijie & Ma, Tao & Yang, Hongxing, 2022. "Grid-connected photovoltaic battery systems: A comprehensive review and perspectives," Applied Energy, Elsevier, vol. 328(C).
  28. Meysam Shamshiri & Chin Kim Gan & Junainah Sardi & Mau Teng Au & Wei Hown Tee, 2020. "Design of Battery Storage System for Malaysia Low Voltage Distribution Network with the Presence of Residential Solar Photovoltaic System," Energies, MDPI, vol. 13(18), pages 1-20, September.
  29. Savolainen, Rebecka & Lahdelma, Risto, 2022. "Optimization of renewable energy for buildings with energy storages and 15-minute power balance," Energy, Elsevier, vol. 243(C).
  30. Rikkas, Rebecka & Lahdelma, Risto, 2021. "Energy supply and storage optimization for mixed-type buildings," Energy, Elsevier, vol. 231(C).
  31. Agis M. Papadopoulos & Maria Symeonidou, 2024. "Evaluating Microgrid Investments: Introducing the MPIR Index for Economic and Environmental Synergy," Energies, MDPI, vol. 17(19), pages 1-21, October.
  32. Jiao, P.H. & Chen, J.J. & Cai, X. & Wang, L.L. & Zhao, Y.L. & Zhang, X.H. & Chen, W.G., 2021. "Joint active and reactive for allocation of renewable energy and energy storage under uncertain coupling," Applied Energy, Elsevier, vol. 302(C).
  33. Omid Pedram & Ehsan Asadi & Behrang Chenari & Pedro Moura & Manuel Gameiro da Silva, 2023. "A Review of Methodologies for Managing Energy Flexibility Resources in Buildings," Energies, MDPI, vol. 16(17), pages 1-30, August.
  34. Ziyi Zhao, 2023. "Operation Simulation and Economic Analysis of Household Hybrid PV and BESS Systems in the Improved TOU Mode," Sustainability, MDPI, vol. 15(11), pages 1-23, May.
  35. Liu, Jia & Chen, Xi & Yang, Hongxing & Li, Yutong, 2020. "Energy storage and management system design optimization for a photovoltaic integrated low-energy building," Energy, Elsevier, vol. 190(C).
  36. Angela María Gómez-Restrepo & Juan David González-Ruiz & Sergio Botero Botero, 2024. "Financial Investment Valuation Models for Photovoltaic and Energy Storage Projects: Trends and Challenges," Energies, MDPI, vol. 17(11), pages 1-29, May.
  37. Fernando Echevarría Camarero & Ana Ogando-Martínez & Pablo Durán Gómez & Pablo Carrasco Ortega, 2022. "Profitability of Batteries in Photovoltaic Systems for Small Industrial Consumers in Spain under Current Regulatory Framework and Energy Prices," Energies, MDPI, vol. 16(1), pages 1-19, December.
  38. Monika Hall & Achim Geissler, 2021. "Comparison of Flexibility Factors and Introduction of A Flexibility Classification Using Advanced Heat Pump Control," Energies, MDPI, vol. 14(24), pages 1-19, December.
  39. Alizadeh, Ali & Esfahani, Moein & Kamwa, Innocent & Moeini, Ali & Mohseni-Bonab, Seyed Masoud, 2024. "A useable multi-level BESSs sizing model for low-level data accessibility with risk assessment application under marketization and high uncertainties," Energy, Elsevier, vol. 290(C).
  40. Juha Koskela & Pertti Järventausta, 2023. "Demand Response with Electrical Heating in Detached Houses in Finland and Comparison with BESS for Increasing PV Self-Consumption," Energies, MDPI, vol. 16(1), pages 1-25, January.
  41. Han, Xuejiao & Garrison, Jared & Hug, Gabriela, 2022. "Techno-economic analysis of PV-battery systems in Switzerland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  42. Gjorgievski, Vladimir Z. & Cundeva, Snezana & Georghiou, George E., 2021. "Social arrangements, technical designs and impacts of energy communities: A review," Renewable Energy, Elsevier, vol. 169(C), pages 1138-1156.
  43. Andreolli, Francesca & D’Alpaos, Chiara & Moretto, Michele, 2022. "Valuing investments in domestic PV-Battery Systems under uncertainty," Energy Economics, Elsevier, vol. 106(C).
  44. Wu, Zhuochun & Kang, Jidong & Mosteiro-Romero, Martín & Bartolini, Andrea & Ng, Tsan Sheng & Su, Bin, 2024. "A distributionally robust optimization model for building-integrated photovoltaic system expansion planning under demand and irradiance uncertainties," Applied Energy, Elsevier, vol. 372(C).
  45. Pinto, Jucimar Augusto & Tiago Filho, Geraldo Lúcio & Cardoso de Jesus, Ana Luisa & Barbedo, Matheus David Guimarães & Santos, Ivan Felipe Silva dos & Barros, Regina Mambeli & Silva, Fernando das Graç, 2025. "A comparative analysis of thermosolar and photovoltaic systems for meeting residential hot water demands," Renewable Energy, Elsevier, vol. 244(C).
  46. Laura Canale & Anna Rita Di Fazio & Mario Russo & Andrea Frattolillo & Marco Dell’Isola, 2021. "An Overview on Functional Integration of Hybrid Renewable Energy Systems in Multi-Energy Buildings," Energies, MDPI, vol. 14(4), pages 1-33, February.
  47. Goop, Joel & Nyholm, Emil & Odenberger, Mikael & Johnsson, Filip, 2021. "Impact of electricity market feedback on investments in solar photovoltaic and battery systems in Swedish single-family dwellings," Renewable Energy, Elsevier, vol. 163(C), pages 1078-1091.
  48. Tostado-Véliz, Marcos & Hasanien, Hany M. & Gómez-González, Manuel & Jurado, Francisco, 2025. "Robust rooftop photovoltaic planning in energy communities," Renewable Energy, Elsevier, vol. 243(C).
  49. Reimuth, Andrea & Locherer, Veronika & Danner, Martin & Mauser, Wolfram, 2020. "How do changes in climate and consumption loads affect residential PV coupled battery energy systems?," Energy, Elsevier, vol. 198(C).
  50. Ma, Tao & Zhang, Yijie & Gu, Wenbo & Xiao, Gang & Yang, Hongxing & Wang, Shuxiao, 2022. "Strategy comparison and techno-economic evaluation of a grid-connected photovoltaic-battery system," Renewable Energy, Elsevier, vol. 197(C), pages 1049-1060.
  51. Cai, Qiran & Qing, Jing & Xu, Qingyang & Shi, Gang & Liang, Qiao-Mei, 2024. "Techno-economic impact of electricity price mechanism and demand response on residential rooftop photovoltaic integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
  52. Nikolas G. Chatzigeorgiou & Spyros Theocharides & George Makrides & George E. Georghiou, 2023. "Evaluating the Techno-Economic Effect of Pricing and Consumption Parameters on the Power-to-Energy Ratio for Sizing Photovoltaic-Battery Systems: An Assessment of Prosumers in the Mediterranean Area," Energies, MDPI, vol. 16(10), pages 1-27, May.
  53. Kang, Hyuna & Jung, Seunghoon & Lee, Minhyun & Hong, Taehoon, 2022. "How to better share energy towards a carbon-neutral city? A review on application strategies of battery energy storage system in city," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
  54. D'Adamo, Idiano & Gastaldi, Massimo & Morone, Piergiuseppe, 2022. "The impact of a subsidized tax deduction on residential solar photovoltaic-battery energy storage systems," Utilities Policy, Elsevier, vol. 75(C).
  55. Zhang, Yijie & Ma, Tao & Elia Campana, Pietro & Yamaguchi, Yohei & Dai, Yanjun, 2020. "A techno-economic sizing method for grid-connected household photovoltaic battery systems," Applied Energy, Elsevier, vol. 269(C).
  56. Nima Narjabadifam & Javanshir Fouladvand & Mustafa Gül, 2023. "Critical Review on Community-Shared Solar—Advantages, Challenges, and Future Directions," Energies, MDPI, vol. 16(8), pages 1-25, April.
  57. 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).
  58. Pinto, G.X.A. & Naspolini, H.F. & Rüther, R., 2024. "Assessing the economic viability of BESS in distributed PV generation on public buildings in Brazil: A 2030 outlook," Renewable Energy, Elsevier, vol. 225(C).
  59. Maggini, Marco & Facci, Andrea L. & Falcucci, Giacomo & Ubertini, Stefano, 2025. "Numerical Modeling of Metal Hydride-Phase Change Material Hydrogen Storage Systems with Increased Heat Exchange surface area," Applied Energy, Elsevier, vol. 378(PA).
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