Renewable energy system;
Energy storage;
Hydrogen storage;
CCHP system;
Photovoltaics;
OPTIMIZATION;
LOADS;
D O I:
10.1016/j.apenergy.2023.122340
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Amidst the growing imperative to address carbon emissions, renewable energy combined cooling heating and power (RCCHP) systems have emerged as a transformative alternative to their fossil fuel-driven counterparts. Given the intermittent and volatile nature of renewable energy, the integration of energy storage technology has taken center stage in the exploration of RCCHP systems. This paper presents a quantitative techno-economic assessment of seven prominent energy storage configurations, including battery (BAT), thermal energy storage (TES), hydrogen storage (HS), and their combinations within the context of RCCHP systems. To avoid potential deviations caused by the rule-based energy dispatch strategy, the optimization problem is solved by a deterministic tool named mixed integer linear programming (MILP). Meanwhile, an accuracy assessment is performed on various time series aggregation methods to ensure the reliability of optimization outcomes. The key results revealed that the optimal storage configuration varies with different self-sufficiency rate (SSR) requirements. The BAT+HS+TES emerges as the most cost-effective configuration to implement 100% SSR requirements. The annualized total cost (ATC) of BAT+HS+TES configuration is 11% - 39.5% lower than other single or combined energy storage configurations. In addition, HS stands as a more economical technology for countering the off-grid effect than BAT or TES. The underestimated ATC for the RCCHP system enlarges with escalating SSR requirements when using inappropriate aggregation methods. The maximum underestimation of ATC reaches -34.8% under the 100% SSR requirement when only using one typical day from each season.
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
Chu, Shangling
Zhang, Heng
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
Zhang, Heng
Chen, Haiping
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab Pollutant Monitoring & Control The, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Dong, Xiangxiang
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Wu, Jiang
Xu, Zhanbo
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Xu, Zhanbo
Liu, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Liu, Kun
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Tsinghua Univ, Dept Automat, CFINS, TNLIST, Beijing 100084, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Ge, Yi
Han, Jitian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Han, Jitian
Ma, Qingzhao
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Ma, Qingzhao
Feng, Jiahui
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
机构:
Univ Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USAUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Gul, Eid
论文数: 引用数:
h-index:
机构:
Baldinelli, Giorgio
Farooqui, Azharuddin
论文数: 0引用数: 0
h-index: 0
机构:
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USA
Nutrien Ltd, Saskatoon, SK S7K 5R6, CanadaUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Farooqui, Azharuddin
Bartocci, Pietro
论文数: 0引用数: 0
h-index: 0
机构:
Inst Carboquim ICB, CSIC, Miguel Luesma Castan 4, Zaragoza 50018, SpainUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Bartocci, Pietro
Shamim, Tariq
论文数: 0引用数: 0
h-index: 0
机构:
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USAUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
Chu, Shangling
Zhang, Heng
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
Zhang, Heng
Chen, Haiping
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab Pollutant Monitoring & Control The, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Energy Power & Mech Engn, Beijing 102206, Peoples R China
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Dong, Xiangxiang
Wu, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Wu, Jiang
Xu, Zhanbo
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Xu, Zhanbo
Liu, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Liu, Kun
Guan, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
Tsinghua Univ, Dept Automat, CFINS, TNLIST, Beijing 100084, Peoples R ChinaXi An Jiao Tong Univ, MOEKLINNS, Xian 710049, Peoples R China
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Ge, Yi
Han, Jitian
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Han, Jitian
Ma, Qingzhao
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Ma, Qingzhao
Feng, Jiahui
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
机构:
Univ Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USAUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Gul, Eid
论文数: 引用数:
h-index:
机构:
Baldinelli, Giorgio
Farooqui, Azharuddin
论文数: 0引用数: 0
h-index: 0
机构:
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USA
Nutrien Ltd, Saskatoon, SK S7K 5R6, CanadaUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Farooqui, Azharuddin
Bartocci, Pietro
论文数: 0引用数: 0
h-index: 0
机构:
Inst Carboquim ICB, CSIC, Miguel Luesma Castan 4, Zaragoza 50018, SpainUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy
Bartocci, Pietro
Shamim, Tariq
论文数: 0引用数: 0
h-index: 0
机构:
Northern Illinois Univ, Dept Mech Engn, 590 Garden Rd, De Kalb, IL 60115 USAUniv Perugia, Biomass Res Ctr, Via G Duranti 67, I-06125 Perugia, Italy