Combined heat and power systems;
Electric storage systems;
Thermal storage systems;
Stochastic optimization;
Day-ahead planning;
Security constraints;
WATER CYCLE ALGORITHM;
MULTIOBJECTIVE OPTIMIZATION;
ENERGY;
FLOW;
D O I:
10.1016/j.eswa.2024.123729
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Renowned for their remarkable overall efficiencies ranging from 70% to 90%, combined heat and power systems stand as a pivotal strategy for optimizing energy consumption by capitalizing on the synergistic relationship between electricity and thermal energy production. However, achieving optimal performance in combined heat and power systems remains a formidable challenge due to the intricate interplay of numerous variables. This paper presents a novel approach to daily scheduling optimization for combined heat and power units, focusing on the integration of electrical and thermal storage systems and meticulous consideration of security constraints. The optimization of combined heat and power unit scheduling introduces a mixed-integer nonlinear programming challenge, replete with deterministic and random variables. Addressing this complexity requires resilient solutions. In this study, we employ a multilevel optimization technique, transforming the problem into a bilevel structure. The initial step involves mapping operating parameters and minimizing costs through a water cycle optimization algorithm, laying a robust foundation for combined heat and power unit operation. Subsequently, we immerse ourselves in the realm of stochastic contingency scenarios, acknowledging the myriad uncertainties inherent in real-world systems. To empirically validate the efficacy of our proposed algorithm, extensive simulations are conducted on IEEE 18-bus and 24-bus test systems that emulate practical power networks. The results unequivocally showcase the power of our approach in navigating the complexities of optimal CHP unit planning. This paper ' s contributions lie in its innovative multilevel optimization technique, adeptly addressing both deterministic and stochastic aspects, ultimately paving the way for increased energy efficiency and enhanced system reliability in practical applications.
机构:
Polish Acad Sci, Mineral & Energy Econ Res Inst, Div Energy Econ, Ul Wybickiego 7A, PL-31261 Krakow, PolandPolish Acad Sci, Mineral & Energy Econ Res Inst, Div Energy Econ, Ul Wybickiego 7A, PL-31261 Krakow, Poland
机构:
Xinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
State Grid Xinjiang Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Wang, Xiaoyu
Dong, Lijiang
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Dong, Lijiang
Zhu, Qing
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Elect Power Co Ltd, Urumqi 830002, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Zhu, Qing
Li, Yongji
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Li, Yongji
Han, Hongzhi
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Han, Hongzhi
Liang, Jiahao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Xinjiang Co Ltd, Elect Power Res Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
Liang, Jiahao
Duan, Bingde
论文数: 0引用数: 0
h-index: 0
机构:
Xinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R ChinaXinjiang Xinneng Grp, Urumqi Elect Power Construct & Commissioning Inst, Urumqi 830011, Peoples R China
机构:
Shandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Zhang, Hao
Sun, Li
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Energy & Environm, Key Lab Energy Thermal Convers & Control, Minist Educ, Nanjing 210096, Peoples R ChinaShandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Sun, Li
Zhao, Hongxia
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Zhao, Hongxia
Zhang, Xiuao
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China
Zhang, Xiuao
Xin, Gongming
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R ChinaShandong Univ, Shandong Engn Res Ctr High Efficiency Energy Stora, Sch Energy & Power Engn, Jinan 250061, Shandong, Peoples R China