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Research on integrated optimization and operation characteristics of CCHP system with wind-solar-storage and heat pump
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Fengjun JI1, Juxing SONG1, Quan LIU2, Yi GE2, Jitian HAN2
Thermal Power Generation | 2023, 52(10) : 103 - 112
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Thermal Power Generation | 2023, 52(10): 103-112
Thermal energy science research
Research on integrated optimization and operation characteristics of CCHP system with wind-solar-storage and heat pump
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Fengjun JI1, Juxing SONG1, Quan LIU2, Yi GE2, Jitian HAN2
Affiliations
  • 1.Shandong Electric Power Engineering Consulting Institute Co., Ltd., Jinan 250013, China
  • 2.School of Energy and Power Engineering, Shandong University, Jinan 250061, China
Published: 2023-10-25 doi: 10.19666/j.rlfd.202305379
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A new combined cooling, heating and power system is proposed based on solar photovoltaic, wind power, ground-source heat pump and energy storage unit (WSSH-CCHP) to improve the efficient utilization of renewable energy resources and the entire system energy efficiency. The comprehensive evaluation indexes are developed by using the analytic hierarchy process to account for the system performance of energy efficiency, economy and environment. The mixed integer linear programming (MILP) algorithm is employed to perform the optimization on the selection of equipment types, capacity allocation and system operation stratagem. A case study on an energy center in Jinan city is conducted to explore the optimal performance and operation characteristics of WSSH-CCHP. The obtained results indicate that the proposed system comprehensive performance is much better than the separate production system, which provide useful information for the development of CCHP system with wind-solar-storage and heat pump and the study on its integrated optimization and operation characteristics.

renewable energy resources  /  CCHP  /  mixed integer linear programming  /  integrated optimization
Fengjun JI, Juxing SONG, Quan LIU, Yi GE, Jitian HAN. Research on integrated optimization and operation characteristics of CCHP system with wind-solar-storage and heat pump[J]. Thermal Power Generation, 2023 , 52 (10) : 103 -112 . DOI: 10.19666/j.rlfd.202305379
  • International Cooperation and Exchange Project of National Natural Science Foundation of China(41761144067)
Year 2023 volume 52 Issue 10
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Article Info
doi: 10.19666/j.rlfd.202305379
  • Online Date:2026-01-26
  • Published:2023-10-25
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  • Revised:2023-05-06
Funding
International Cooperation and Exchange Project of National Natural Science Foundation of China(41761144067)
Affiliations
    1.Shandong Electric Power Engineering Consulting Institute Co., Ltd., Jinan 250013, China
    2.School of Energy and Power Engineering, Shandong University, Jinan 250061, China
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https://castjournals.cast.org.cn/joweb/rlfd/EN/10.19666/j.rlfd.202305379
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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