Flexibility;
Integrated energy system;
Power-to-gas;
Robust optimization;
Sequential convex programming;
WIND POWER UNCERTAINTY;
NATURAL-GAS;
TO-GAS;
FLOW;
OPTIMIZATION;
MANAGEMENT;
D O I:
10.1016/j.ijepes.2024.110107
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
Gas-fired generators and power-to-gas units support the deployment of variable renewable energy in integrated electricity and gas systems (IEGS) by absorbing the fluctuations in electricity generation and demand. The economical and secure operation of IEGSs with high variable renewable energy penetration requires coordinated uncertainty-aware decision support. This paper proposes an adaptive robust optimization for IEGS scheduling, which minimizes the base-case costs, while ensuring security against generation and demand uncertainties with full-recourse rescheduling. The AC power flow and dynamic gas flow equations are convexified using second- order cone relaxations and treated by sequential convex programming to recover feasible solutions. We assess the flexibility of the solutions in response to the realized uncertainties. Computational experiments on the modified IEEE 39-bus system and the Swiss natural gas system show that sequential convex programming reduces demand shedding by 79%-100% and variable renewable energy curtailment by 1%-68%. Robust scheduling prevents demand shedding at 1%-7% additional cost due to the need for additional generation from conventional generators. Power-to-gas enhances variable renewable energy utilization by synthesizing methane from excess renewable energy, especially when the system lacks other flexible resources.
机构:
Harbin Engn Univ, Yantai Res Inst, Yantai 264006, Peoples R China
Harbin Engn Univ, Grad Sch, Yantai 264006, Peoples R China
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, 17923 Jingshi Rd, Jinan 250061, Peoples R ChinaHarbin Engn Univ, Yantai Res Inst, Yantai 264006, Peoples R China
Zhang, Gang
Zhang, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Minist Educ, Key Lab Power Syst Intelligent Dispatch & Control, 17923 Jingshi Rd, Jinan 250061, Peoples R ChinaHarbin Engn Univ, Yantai Res Inst, Yantai 264006, Peoples R China
Zhang, Feng
Meng, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaHarbin Engn Univ, Yantai Res Inst, Yantai 264006, Peoples R China
Meng, Ke
Dong, Zhaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaHarbin Engn Univ, Yantai Res Inst, Yantai 264006, Peoples R China
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Huazhong Univ Sci & Technol, Wuhan 430000, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Liu, Rong-Peng
Hou, Yunhe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Huazhong Univ Sci & Technol, Wuhan 430000, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Hou, Yunhe
Li, Yujia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Huazhong Univ Sci & Technol, Wuhan 430000, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Li, Yujia
Lei, Shunbo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen 518172, Guangdong, Peoples R China
Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USAUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Lei, Shunbo
Wei, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
Wei, Wei
Wang, Xiaozhe
论文数: 0引用数: 0
h-index: 0
机构:
McGill Univ, Dept Elect & Comp Engn, Montreal, PQ H3A 0G4, CanadaUniv Hong Kong, Dept Elect & Elect Engn, Hong Kong, Peoples R China
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400030, Peoples R China
Zhejiang Univ, Coll Elect Engn, Hangzhou 310058, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400030, Peoples R China
Shao, Changzheng
Ding, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310058, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400030, Peoples R China
Ding, Yi
Siano, Pierluigi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Salerno, Dept Management & Innovat Syst, I-84084 Fisciano, ItalyChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400030, Peoples R China
Siano, Pierluigi
Song, Yonghua
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, State Key Lab Internet Things Smart City, Taipa 999078, Macao, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Chongqing 400030, Peoples R China
Song, Yonghua
IEEE SYSTEMS JOURNAL,
2021,
15
(03):
: 4545
-
4553
机构:
Univ Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R ChinaUniv Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R China
Wang, Sheng
Hui, Hongxun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R ChinaUniv Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R China
Hui, Hongxun
Ding, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou 310058, Peoples R ChinaUniv Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R China
Ding, Yi
Zhai, Junyi
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr East China, Coll New Energy, Qingdao 266580, Peoples R ChinaUniv Macau, Dept Elect & Comp Engn, State Key Lab Internet Things Smart City, Macau, Peoples R China
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R China
Jiang, Yunpeng
Ren, Zhouyang
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R China
Ren, Zhouyang
Dong, Zhao Yang
论文数: 0引用数: 0
h-index: 0
机构:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, SingaporeChongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R China
Dong, Zhao Yang
Sun, Zhiyuan
论文数: 0引用数: 0
h-index: 0
机构:
Elect Power Res Inst Guangxi Power Grid Co Ltd, Nanning 530023, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R China
Sun, Zhiyuan
Terzija, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Univ, Sch Engn, Merz Court E4 41, Newcastle upon Tyne, EnglandChongqing Univ, State Key Lab Power Transmiss Equipment Syst Secur, Chongqing 400044, Peoples R China