Multi-objective optimization and 3E analysis of an integrated PV/T-wind-borehole-ORC driven ground source heat pump system

被引:0
作者
Li, Manfeng [1 ]
Wang, Mengmeng [1 ]
Zhu, Kaiyang [1 ]
Li, Hailong [1 ]
Ye, Rui [2 ]
Shi, Hongyan [1 ]
He, Tianbiao [3 ]
机构
[1] North China Univ Water Resources & Elect Power, Sch Environm & Municipal Engn, Zhengzhou 450046, Peoples R China
[2] Tsinghua Univ, Bldg Energy Res Ctr, Sch Architecture, Beijing 100084, Peoples R China
[3] Zhejiang Univ, Inst Refrigerat & Cryogen, Key Lab Refrigerat & Cryogen Technol Zhejiang Prov, Hangzhou 310027, Peoples R China
关键词
Renewable energy; Organic Rankine Cycle; Multi-objective optimization; Energy efficiency; CO2 emissions reduction; PERFORMANCE; MODEL; ENERGY;
D O I
10.1016/j.psep.2025.106930
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In response to the rising energy demands and environmental challenges, a multi-renewable system combining photovoltaic/thermal (PV/T), wind turbines, battery, borehole heat exchangers and Organic Rankine Cycle driven ground source heat pump is proposed. This system aims to enhance energy efficiency, achieve economic viability, and improve flexibility. The independent and interactive effects of area of PV/T, number of wind turbines, number of borehole heat exchangers, and mass flow per unit PV/T area are analyzed to assess their influences on energy efficiency (eta e), overall energy consumption (OEC), investment energy ratio (IER). Using robust response surface methodology and the Box-Behnken method, the optimal configuration is determined, revealing a PV/T area of 170.385 m2, 8 wind turbines, 5 borehole heat exchangers, and a mass flow of 0.285 kg/s per unit of PV/T area. This configuration produced promising outcomes: an eta e of 0.383, an OEC of-24656.88 kW & sdot;h/year, and IER of $0.120/kW & sdot;h. Compared to the ground source heat pump powered by the grid, this system achieves annual reductions in pollutants: 51,605.06 kg of COS, 167.42 kg of SOS, and 145.75 kg of NON. These findings provide valuable insights for integrated multi-renewable energy systems, highlighting their feasibility and flexibility.
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页数:22
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  • [1] Abbasi Y., Baniasadi E., Ahmadikia H., Performance assessment of a hybrid solar-geothermal air conditioning system for residential application: energy, exergy, and sustainability analysis, Int. J. Chem. Eng., pp. 1-13, (2016)
  • [2] Ali M., Kumar A., Yvaz A., Salah B., Central composite design application in the optimization of the effect of pumice stone on lightweight concrete properties using RSM, Case Stud. Constr. Mater., 18, (2023)
  • [3] Alsawalha M., An approach utilizing the Response Surface Methodology (RSM) to optimize Adsorption-Desorption of Natural Saudi Arabian Diatomite-with the Box-Behnken Design Technique, Arab. J. Chem., 16, 1, (2023)
  • [4] Bai M., Liu S., Qi M., Et al., Optimization of wind-solar hybrid system based on energy stability of multiple time scales and uncertainty of renewable resources, Energy, 313, (2024)
  • [5] Behar O., Khellaf A., Mohammedi K., A novel parabolic trough solar collector model – Validation with experimental data and comparison to Engineering Equation Solver (EES), Energ. Convers. Manag., 106, pp. 268-281, (2015)
  • [6] Belmonte J.F., Ramirez F.J., Almendros-Ibanez J.A., A stochastic thermo-economic analysis of solar domestic hot-water systems in compliance with building energy code requirements: The case of Spain, Sust. Energy Technol. Assess., 52, (2022)
  • [7] Daniarta S., Kolasinski P., Imre A.R., Thermodynamic efficiency of trilateral flash cycle, organic Rankine cycle and partially evaporated organic Rankine cycle, Energy Convers. Manag., 249, (2021)
  • [8] Daniarta S., Imre A.R., Kolasinski P., Exploring performance map: theoretical analysis of subcritical and transcritical power cycles with wet and isentropic working fluids, Energy, 299, (2024)
  • [9] Dong H., Xu C., Chen W., Modeling and configuration optimization of the rooftop photovoltaic with electric-hydrogen-thermal hybrid storage system for zero-energy buildings: Consider a cumulative seasonal effect, Building Simulation, pp. 1-21, (2023)
  • [10] Fouas C.E., Hajji B., Gagliano A., Tina G.M., Aneli S., Numerical model and experimental validation of the electrical and thermal performances of photovoltaic/thermal plant, Energ. Convers. Manag., 220, (2020)