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Optimally sizing of battery energy storage capacity by operational optimization of residential PV-Battery systems: An Australian household case study

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  1. Wang, Chuyao & Ji, Jie, 2023. "Comprehensive performance analysis of a rural building integrated PV/T wall in hot summer and cold winter region," Energy, Elsevier, vol. 282(C).
  2. Jiacheng Guo & Hao Wu & Tao Ma & Rongxin Yin & Yuekuan Zhou & Ji Li & Jinyue Yan & Jinqing Peng, 2026. "Scenario-adaptive hierarchical optimisation framework for design in hybrid energy storage systems," Nature Communications, Nature, vol. 17(1), pages 1-19, December.
  3. Dai, Yeming & Yu, Weijie & Leng, Mingming, 2024. "A hybrid ensemble optimized BiGRU method for short-term photovoltaic generation forecasting," Energy, Elsevier, vol. 299(C).
  4. Guo, Jiacheng & Chen, Jun & Wu, Hao & Zeng, Jimin & Peng, Jinqing, 2025. "Optimized scheduling and performance evaluation of hybrid energy storage systems with power-based and energy-based storage," Applied Energy, Elsevier, vol. 395(C).
  5. Song, Hui & Gu, Mingchen & Liu, Chen & Amani, Ali Moradi & Jalili, Mahdi & Meegahapola, Lasantha & Yu, Xinghuo & Dickeson, George, 2023. "Multi-objective battery energy storage optimization for virtual power plant applications," Applied Energy, Elsevier, vol. 352(C).
  6. Lin, Dong & Dong, Yun & Ren, Zhiling & Zhang, Lijun & Fan, Yuling, 2024. "Hierarchical optimization for the energy management of a greenhouse integrated with grid-tied photovoltaic–battery systems," Applied Energy, Elsevier, vol. 374(C).
  7. 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.
  8. Liao, Wei & Xiao, Fu & Li, Yanxue & Zhang, Hanbei & Peng, Jinqing, 2024. "A comparative study of demand-side energy management strategies for building integrated photovoltaics-battery and electric vehicles (EVs) in diversified building communities," Applied Energy, Elsevier, vol. 361(C).
  9. Anvari, Simin & Medina, Alejandro & Merchán, Rosa P. & Hernández, Antonio Calvo, 2025. "Sustainable solar/biomass/energy storage hybridization for enhanced renewable energy integration in multi-generation systems: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
  10. Zou, Bin & Peng, Jinqing & Li, Sihui & Li, Yi & Yan, Jinyue & Yang, Hongxing, 2022. "Comparative study of the dynamic programming-based and rule-based operation strategies for grid-connected PV-battery systems of office buildings," Applied Energy, Elsevier, vol. 305(C).
  11. Khaled Guerraiche & Latifa Dekhici & Eric Chatelet & Abdelkader Zeblah, 2023. "Techno-Economic Green Optimization of Electrical Microgrid Using Swarm Metaheuristics," Energies, MDPI, vol. 16(4), pages 1-19, February.
  12. 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.
  13. Laksahapsoro, Brantyo & Bird, Max & Acha, Salvador & Shah, Nilay, 2025. "Optimisation of photovoltaic and battery systems for cost-effective energy solutions in commercial buildings," Applied Energy, Elsevier, vol. 392(C).
  14. Al Khafaf, Nameer & Rezaei, Ahmad Asgharian & Moradi Amani, Ali & Jalili, Mahdi & McGrath, Brendan & Meegahapola, Lasantha & Vahidnia, Arash, 2022. "Impact of battery storage on residential energy consumption: An Australian case study based on smart meter data," Renewable Energy, Elsevier, vol. 182(C), pages 390-400.
  15. Sepasi, Saeed & Toledo, Silas & Kobayashi, Jonathan & Roose, Leon R. & Matsuura, Marc M. & Tran, Quynh T., 2023. "A practical solution for excess energy management in a diesel-backed microgrid with high renewable penetration," Renewable Energy, Elsevier, vol. 202(C), pages 581-588.
  16. Zhi, Yuan & Yang, Xudong, 2023. "Scenario-based multi-objective optimization strategy for rural PV-battery systems," Applied Energy, Elsevier, vol. 345(C).
  17. 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).
  18. Lin, Mengke & Shen, Jianjian & Guo, Xihai & Ge, Linsong & Lü, Quan, 2025. "Comparison of pumping station and electrochemical energy storage enhancement mode for hydro-wind-photovoltaic hybrid systems," Energy, Elsevier, vol. 315(C).
  19. Rang Tu & Zichen Guo & Lanbin Liu & Siqi Wang & Xu Yang, 2025. "Reviews of Photovoltaic and Energy Storage Systems in Buildings for Sustainable Power Generation and Utilization from Perspectives of System Integration and Optimization," Energies, MDPI, vol. 18(11), pages 1-46, May.
  20. Natapon Wanapinit & Jessica Thomsen, 2021. "Synergies between Renewable Energy and Flexibility Investments: A Case of a Medium-Sized Industry," Energies, MDPI, vol. 14(22), pages 1-24, November.
  21. Fiorotti, Rodrigo & Fardin, Jussara F. & Rocha, Helder R.O. & Rua, David & Lopes, João Abel Peças, 2024. "Day-ahead optimal scheduling considering thermal and electrical energy management in smart homes with photovoltaic–thermal systems," Applied Energy, Elsevier, vol. 374(C).
  22. Wang, Chuyao & Ji, Jie & Song, Zhiying & Ke, Wei, 2024. "Performance analysis and capacity configuration of building energy system integrated with PV/T technology under different operation strategies," Energy, Elsevier, vol. 293(C).
  23. Elio, Joseph & Milcarek, Ryan J., 2025. "Assessment of optimal energy storage dispatch control strategies for cost savings in 606 commercial and industrial facilities leveraging utility demand response programs," Applied Energy, Elsevier, vol. 384(C).
  24. Lorenz, Christian & Bayer, Daniel R. & Pruckner, Marco & Staake, Thorsten & Hopf, Konstantin, 2026. "Do dynamic electricity tariffs change the gains of residential PV-battery systems? A simulation-based evaluation using data from 448 households," Energy Policy, Elsevier, vol. 209(PA).
  25. Shabani, Masoume & Wallin, Fredrik & Dahlquist, Erik & Yan, Jinyue, 2023. "The impact of battery operating management strategies on life cycle cost assessment in real power market for a grid-connected residential battery application," Energy, Elsevier, vol. 270(C).
  26. Wu, Yaling & Liu, Zhongbing & Liu, Jiangyang & Xiao, Hui & Liu, Ruimiao & Zhang, Ling, 2022. "Optimal battery capacity of grid-connected PV-battery systems considering battery degradation," Renewable Energy, Elsevier, vol. 181(C), pages 10-23.
  27. Zou, Bin & Peng, Jinqing & Yin, Rongxin & Li, Houpei & Li, Sihui & Yan, Jinyue & Yang, Hongxing, 2022. "Capacity configuration of distributed photovoltaic and battery system for office buildings considering uncertainties," Applied Energy, Elsevier, vol. 319(C).
  28. Mulleriyawage, U.G.K. & Wang, P. & Rui, T. & Zhang, K. & Hu, C. & Shen, W.X., 2023. "Prosumer-centric demand side management for minimizing electricity bills in a DC residential PV-battery system: An Australian household case study," Renewable Energy, Elsevier, vol. 205(C), pages 800-812.
  29. Khezri, Rahmat & Mahmoudi, Amin & Aki, Hirohisa, 2022. "Optimal planning of solar photovoltaic and battery storage systems for grid-connected residential sector: Review, challenges and new perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
  30. Rona George Allwyn & Rashid Al Abri & Arif Malik & Amer Al-Hinai, 2021. "Economic Analysis of Replacing HPS Lamp with LED Lamp and Cost Estimation to Set Up PV/Battery System for Street Lighting in Oman," Energies, MDPI, vol. 14(22), pages 1-25, November.
  31. 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.
  32. Gangopadhyay, Anasuya & Seshadri, Ashwin K. & Patil, Balachandra, 2024. "Wind-solar-storage trade-offs in a decarbonizing electricity system," Applied Energy, Elsevier, vol. 353(PA).
  33. Shabani, Masoume & Wallin, Fredrik & Dahlquist, Erik & Yan, Jinyue, 2022. "Techno-economic assessment of battery storage integrated into a grid-connected and solar-powered residential building under different battery ageing models," Applied Energy, Elsevier, vol. 318(C).
  34. Sadettin Ergun & Abdullah Dik & Rabah Boukhanouf & Siddig Omer, 2025. "Large-Scale Renewable Energy Integration: Tackling Technical Obstacles and Exploring Energy Storage Innovations," Sustainability, MDPI, vol. 17(3), pages 1-31, February.
  35. Mulleriyawage, U.G.K. & Shen, W.X., 2021. "Impact of demand side management on optimal sizing of residential battery energy storage system," Renewable Energy, Elsevier, vol. 172(C), pages 1250-1266.
  36. Wu, Yaling & Liu, Zhongbing & Li, Benjia & Liu, Jiangyang & Zhang, Ling, 2022. "Energy management strategy and optimal battery capacity for flexible PV-battery system under time-of-use tariff," Renewable Energy, Elsevier, vol. 200(C), pages 558-570.
  37. Kim, Hakpyeong & Choi, Heeju & Kang, Hyuna & An, Jongbaek & Yeom, Seungkeun & Hong, Taehoon, 2021. "A systematic review of the smart energy conservation system: From smart homes to sustainable smart cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 140(C).
  38. Le, Tay Son & Nguyen, Tuan Ngoc & Bui, Dac-Khuong & Ngo, Tuan Duc, 2023. "Optimal sizing of renewable energy storage: A techno-economic analysis of hydrogen, battery and hybrid systems considering degradation and seasonal storage," Applied Energy, Elsevier, vol. 336(C).
  39. Motamedisedeh, Omid & Omrani, Sara & Drogemuller, Robin & Walker, Geoffrey & Zagia, Faranak & Sedeh, Zahra Motamedi, 2026. "Techno-economic optimization of PV-battery systems in five Australian states," Utilities Policy, Elsevier, vol. 98(C).
  40. Khaled Osmani & Ahmad Haddad & Mohammad Alkhedher & Thierry Lemenand & Bruno Castanier & Mohamad Ramadan, 2023. "A Novel MPPT-Based Lithium-Ion Battery Solar Charger for Operation under Fluctuating Irradiance Conditions," Sustainability, MDPI, vol. 15(12), pages 1-31, June.
  41. Liu, Jiangyang & Liu, Zhongbing & Wu, Yaling & Chen, Xi & Xiao, Hui & Zhang, Ling, 2022. "Impact of climate on photovoltaic battery energy storage system optimization," Renewable Energy, Elsevier, vol. 191(C), pages 625-638.
  42. Zheng, Yi & You, Shi & Huang, Chunjun & Jin, Xin, 2023. "Model-based economic analysis of off-grid wind/hydrogen systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
  43. Norouzi, F. & Shekhar, Aditya & Hoppe, T. & Bauer, P., 2025. "Analysing the impact of the different pricing policies on PV-battery systems: A Dutch case study of a residential microgrid," Energy Policy, Elsevier, vol. 204(C).
  44. Li, Benjia & Liu, Zhongbing & Liu, Haixia & Wu, Yaling & Liu, Ruimiao, 2026. "Research on economy and energy flexibility optimization for existing buildings based on thermal and electrical energy storage," Renewable Energy, Elsevier, vol. 259(C).
  45. Pires, Arthur Leandro Guerra & Miranda, Rafael de Carvalho & Rotella Junior, Paulo & Rocha, Luiz Célio Souza & de Souza, Francisco Matheus Gonçalves & Chicco, Gianfranco, 2025. "Optimizing hybrid systems and energy storage: Self-sufficiency and economic viability under metering policy changes," Energy, Elsevier, vol. 335(C).
  46. Jiaqi Liu & Hongji Hu & Samson S. Yu & Hieu Trinh, 2023. "Virtual Power Plant with Renewable Energy Sources and Energy Storage Systems for Sustainable Power Grid-Formation, Control Techniques and Demand Response," Energies, MDPI, vol. 16(9), pages 1-28, April.
  47. Sahil Shah, 2025. "Optimizing Battery Energy Storage Systems for Grid Reliability: A Comparative Analysis of Sizing Methodologies," Journal of Environmental and Geographical Studies, Global Peer Reviewed Journals, vol. 4(4), pages 50-76.
  48. Liu, Changlan & Liu, Zhongbing & Wu, Yaling & Li, Benjia & Liu, Ruimiao, 2025. "A group-based optimization design for PV-BESS in energy-sharing hybrid communities," Applied Energy, Elsevier, vol. 391(C).
  49. Sun, Xiaoqin & Lin, Yian & Zhu, Ziyang & Li, Jie, 2022. "Optimized design of a distributed photovoltaic system in a building with phase change materials," Applied Energy, Elsevier, vol. 306(PA).
  50. Barforoushi, Taghi & Zahani, Ali & Ghayour, Sepideh Saravani, 2025. "Optimizing the capacity of photovoltaic resources and battery storage in smart homes considering impact of scheduling of appliances and grid availability," Energy, Elsevier, vol. 333(C).
  51. Chen, Xi & Liu, Zhongbing & Wang, Pengcheng & Li, Benjia & Liu, Ruimiao & Zhang, Ling & Zhao, Chengliang & Luo, Songqin, 2023. "Multi-objective optimization of battery capacity of grid-connected PV-BESS system in hybrid building energy sharing community considering time-of-use tariff," Applied Energy, Elsevier, vol. 350(C).
  52. Mahtab Murshed & Manohar Chamana & Konrad Erich Kork Schmitt & Suhas Pol & Olatunji Adeyanju & Stephen Bayne, 2023. "Sizing PV and BESS for Grid-Connected Microgrid Resilience: A Data-Driven Hybrid Optimization Approach," Energies, MDPI, vol. 16(21), pages 1-22, October.
  53. Lucas Deotti & Wanessa Guedes & Bruno Dias & Tiago Soares, 2020. "Technical and Economic Analysis of Battery Storage for Residential Solar Photovoltaic Systems in the Brazilian Regulatory Context," Energies, MDPI, vol. 13(24), pages 1-30, December.
  54. Giri, Tilak & Paneru, Biplov & Bhattarai, Nawraj & Chaudhary, Jeetendra & Paneru, Bishwash & Poudyal, Ramhari, 2026. "Enhancing EV charging in Nepal: Strategic sizing and placement of solar – Powered battery system in Byasi Feeder," Renewable Energy, Elsevier, vol. 256(PD).
  55. Manso-Burgos, Á. & Ribó-Pérez, D. & Aparisi-Cerdá, I. & Gómez-Navarro, T. & Madani, H., 2025. "Optimising flexibility in highly electrified energy communities: A Mediterranean perspective," Applied Energy, Elsevier, vol. 395(C).
  56. Maciej Neugebauer & Jakub d’Obyrn & Piotr Sołowiej, 2024. "Economic Analysis of Profitability of Using Energy Storage with Photovoltaic Installation in Conditions of Northeast Poland," Energies, MDPI, vol. 17(13), pages 1-13, June.
  57. Liu, Jicheng & Lu, Chaoran & Ma, Xuying & Yang, Xu & Sun, Jiakang & Wang, Yan, 2025. "Economic effects analysis model of electro-hydrogen coupling system under energy internet in China," Energy, Elsevier, vol. 318(C).
  58. Ailton Gonçalves & Gustavo O. Cavalcanti & Marcílio A. F. Feitosa & Roberto F. Dias Filho & Alex C. Pereira & Eduardo B. Jatobá & José Bione de Melo Filho & Manoel H. N. Marinho & Attilio Converti & L, 2023. "Optimal Sizing of a Photovoltaic/Battery Energy Storage System to Supply Electric Substation Auxiliary Systems under Contingency," Energies, MDPI, vol. 16(13), pages 1-17, July.
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