Co-optimization scheduling of interdependent power and gas systems with electricity and gas uncertainties

被引:81
作者
He, Chuan [1 ]
Wu, Lei [2 ]
Liu, Tianqi [1 ]
Wei, Wei [3 ]
Wang, Cheng [4 ]
机构
[1] Sichuan Univ, Coll Elect Engn & Informat Technol, Chengdu 610065, Sichuan, Peoples R China
[2] Clarkson Univ, Dept Elect & Comp Engn, Potsdam, NY 13699 USA
[3] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
[4] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
基金
美国国家科学基金会;
关键词
Inderdependency; Day-ahead scheduling; Power-to-gas; Dual-fuel; Secure and economical operation; Robust optimization; INTEGRATED NATURAL-GAS; ROBUST UNIT COMMITMENT; TO-GAS; WIND POWER; ECONOMIC-DISPATCH; DEMAND RESPONSE; ENERGY-STORAGE; FLOW ANALYSIS; COORDINATION; MODEL;
D O I
10.1016/j.energy.2018.06.153
中图分类号
O414.1 [热力学];
学科分类号
摘要
The rapid growth of natural gas fuel consumption by gas-fired generators and the new emerging power to -gas technology have intensified interdependency of electric power and natural gas systems. Consequently, such interdependency, together with heterogeneous uncertainties of the power system (e.g., power loads and renewable energy) and the gas system {e.g., gas loads), has brought new challenges to energy system operators for the secure and economic operation of interdependent power and gas systems. Specifically, uncertainties from one infrastructure could easily spread to the other, which consequently increase vulnerability and eventually lead to cascading outages of both systems. This paper proposes a two-stage adjustable robust model to study day-ahead coordinated optimal scheduling of the interdependent power and gas systems. Dual-fuel generating units are also considered for shaving gas fuel consumptions and ensuring the security of both systems during peak gas demand hours. Moreover, Weymouth gas flow constraints are linearized via Taylor series expansion, which facilitates the implementation of column-and-constraint generation algorithm to effectively solve the proposed two-stage adjustable robust model with nonlinear gas flow constraints in the second stage. Numerical case studies illustrate that dual-fuel units can enhance the secure and economical operation of interdependent power and gas systems, especially when natural gas demands present upward uncertainties, It is also demonstrated that power-to-gas facilities can facilitate a deeper penetration of volatile renewable energy by effectively converting excessive renewable generation into natural gas. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1003 / 1015
页数:13
相关论文
共 39 条
[1]  
Ahmadian H, 2017, ENERGY, V139, P958
[2]   Coordination of Interdependent Natural Gas and Electricity Infrastructures for Firming the Variability of Wind Energy in Stochastic Day-Ahead Scheduling [J].
Alabdulwahab, Ahmed ;
Abusorrah, Abdullah ;
Zhang, Xiaping ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (02) :606-615
[3]   Optimal energy pricing for integrated natural gas and electric power network with considerations for techno-economic constraints [J].
Amirnekooei, K. ;
Ardehali, M. M. ;
Sadri, A. .
ENERGY, 2017, 123 :693-709
[4]  
[Anonymous], 2005, GAS PIPELINE HYDRAUL, DOI DOI 10.1201/9781420038224
[5]  
[Anonymous], 2016, Monthly Energy Review
[6]   Energy storage in Spain: Forecasting electricity excess and assessment of power-to-gas potential up to 2050 [J].
Bailera, Manuel ;
Lisbona, Pilar .
ENERGY, 2018, 143 :900-910
[7]   Adjustable robust solutions of uncertain linear programs [J].
Ben-Tal, A ;
Goryashko, A ;
Guslitzer, E ;
Nemirovski, A .
MATHEMATICAL PROGRAMMING, 2004, 99 (02) :351-376
[8]  
Clegg S., 2018, ENERGY
[9]   Integrated Modeling and Assessment of the Operational Impact of Power-to-Gas (P2G) on Electrical and Gas Transmission Networks [J].
Clegg, Stephen ;
Mancarella, Pierluigi .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (04) :1234-1244
[10]   Integrated Power and Natural Gas Model for Energy Adequacy in Short-Term Operation [J].
Correa-Posada, Carlos M. ;
Sanchez-Martin, Pedro .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (06) :3347-3355