Coordinated scheduling of integrated power and gas grids in consideration of gas flow dynamics

Abstract Natural gas, hydrogen, methane, or their mixture play important roles in the energy systems, and the coordinated optimal scheduling for the integrated energy systems are requisite in consideration of complicated system characteristics. This paper focuses on mixed-integer second-order cone programming-based optimal scheduling for the electric grids with gas flow dynamics in consideration of AC power flow, unit commitment, and line switching. For the gas grids, differential continuity equations and differential momentum equations, representing gas flow dynamics, are discretized to a group of algebraic equations with the implicit trapezoidal rules. In the algebraic equations, nonconvex bilinear terms with integer variables, representing gas flow directions, are transformed into linear inequality constraints with McCormick envelopes, and quadratic terms are relaxed by the second-order cone (SOC) approach. For the electric grids, SOC relaxation-based AC power flow models are employed, and the line switching problem is modeled by the improved SOC relaxation approach with McCormick envelopes. The entire problem is established as a mixed-integer second-order cone programming model, and the impacts of gas flow dynamics on the feasible region compared to the steady-state region are discussed.

[1]  Effective numerical methods for calculating non-stationary heat and glaciation dynamic processes for offshore gas pipelines , 2020 .

[2]  M. Harasek,et al.  Experimental analysis of membrane and pressure swing adsorption (PSA) for the hydrogen separation from natural gas , 2017 .

[3]  K. Altfeld,et al.  Admissible hydrogen concentrations in natural gas systems , 2013 .

[4]  Mohammadreza Arbabtafti,et al.  Dynamic modeling of an industrial gas turbine in loading and unloading conditions using a gray box method , 2017 .

[5]  C. H. Tiley,et al.  Unsteady and transient flow of compressible fluids in pipelines—a review of theoretical and some experimental studies , 1987 .

[6]  Alessandro Cappelletti,et al.  Numerical Redesign of 100kw MGT Combustor for 100% H2 fueling☆ , 2014 .

[7]  Hamidreza Zareipour,et al.  A sequential planning approach for Distributed generation and natural gas networks , 2017 .

[8]  Jing Gong,et al.  Gas supply reliability assessment of natural gas transmission pipeline systems , 2018, Energy.

[9]  Stefano Bracco,et al.  A mathematical model for the dynamic simulation of low size cogeneration gas turbines within smart microgrids , 2017 .

[10]  Harsha Nagarajan,et al.  Tightening McCormick Relaxations for Nonlinear Programs via Dynamic Multivariate Partitioning , 2016, CP.

[11]  Wei Gu,et al.  Optimized scheduling of multi-region Gas and Power Complementary system considering tiered gas tariff , 2020 .

[12]  Carlos M. Correa-Posada,et al.  Security-Constrained Optimal Power and Natural-Gas Flow , 2014, IEEE Transactions on Power Systems.

[13]  William D'haeseleer,et al.  The use of the natural-gas pipeline infrastructure for hydrogen transport in a changing market structure , 2007 .

[14]  M. Shahidehpour,et al.  Security-Constrained Unit Commitment With Natural Gas Transmission Constraints , 2009, IEEE Transactions on Power Systems.

[15]  E. Benjamin Wylie,et al.  Network: System Transient Calculations by Implicit Method , 1971 .

[16]  Wei Sun,et al.  A stochastic-robust coordinated optimization model for CCHP micro-grid considering multi-energy operation and power trading with electricity markets under uncertainties , 2020 .

[17]  M. Shahidehpour,et al.  Hourly Electricity Demand Response in the Stochastic Day-Ahead Scheduling of Coordinated Electricity and Natural Gas Networks , 2016, IEEE Transactions on Power Systems.

[18]  Aleksandr Rudkevich,et al.  Adaptive convex relaxations for Gas Pipeline Network Optimization , 2017, 2017 American Control Conference (ACC).

[19]  Stefano Campanari,et al.  Modelling the integrated power and transport energy system: The role of power-to-gas and hydrogen in long-term scenarios for Italy , 2018, Energy.

[20]  Lingfeng Wang,et al.  A robust optimization approach for coordinated operation of multiple energy hubs , 2020 .

[21]  Q. H. Wu,et al.  Multi-stage contingency-constrained co-planning for electricity-gas systems interconnected with gas-fired units and power-to-gas plants using iterative Benders decomposition , 2019, Energy.

[22]  S. Ali Torabi,et al.  Joint electricity generation and transmission expansion planning under integrated gas and power system , 2019, Energy.

[23]  Clodomiro Unsihuay-Vila,et al.  A Model to Long-Term, Multiarea, Multistage, and Integrated Expansion Planning of Electricity and Natural Gas Systems , 2010, IEEE Transactions on Power Systems.

[24]  Fabrizio Reale,et al.  A Micro Gas Turbine Fuelled by Methane-Hydrogen Blends , 2012 .

[25]  Amir-Hasan Kakaee,et al.  Research and development of natural-gas fueled engines in Iran , 2013 .

[26]  Roger Z. Ríos-Mercado,et al.  Optimization problems in natural gas transportation systems. A state-of-the-art review , 2015 .

[27]  Qi Huang,et al.  Robust chance-constrained gas management for a standalone gas supply system based on wind energy , 2020 .

[28]  Chongqing Kang,et al.  Effect of Natural Gas Flow Dynamics in Robust Generation Scheduling Under Wind Uncertainty , 2018, IEEE Transactions on Power Systems.

[29]  Peiyan Li,et al.  Optimal Energy Flow for Integrated Energy Systems Considering Gas Transients , 2019, IEEE Transactions on Power Systems.

[30]  Yonghua Song,et al.  An Equivalent Model of Gas Networks for Dynamic Analysis of Gas-Electricity Systems , 2017, IEEE Transactions on Power Systems.

[31]  Shengwei Mei,et al.  Strategic Offering and Equilibrium in Coupled Gas and Electricity Markets , 2016, IEEE Transactions on Power Systems.

[32]  Mohd Amin Abd Majid,et al.  Simulation model for natural gas transmission pipeline network system , 2011, Simul. Model. Pract. Theory.

[33]  J. Zarei,et al.  An integrated optimization model for natural gas supply chain , 2019, Energy.

[34]  J. Michels,et al.  Effect of H2-injection on the thermodynamic and transportation properties of natural gas , 2004 .

[35]  Martin Miltner,et al.  A new methanation and membrane based power-to-gas process for the direct integration of raw biogas – Feasability and comparison , 2017 .

[36]  Zhe Chen,et al.  Dynamic Optimal Energy Flow in the Integrated Natural Gas and Electrical Power Systems , 2018, IEEE Transactions on Sustainable Energy.

[37]  Lei Wu,et al.  Robust Co-Optimization Planning of Interdependent Electricity and Natural Gas Systems With a Joint N-1 and Probabilistic Reliability Criterion , 2018, IEEE Transactions on Power Systems.

[38]  Markus Lehner,et al.  Power-to-Gas: Technology and Business Models , 2014 .

[39]  Fabrizio Reale,et al.  A dynamic model of a 100 kW micro gas turbine fuelled with natural gas and hydrogen blends and its application in a hybrid energy grid , 2017 .

[40]  Mahmood Joorabian,et al.  An efficient hour-ahead electrical load forecasting method based on innovative features , 2020 .

[41]  Ming Yang,et al.  Optimal operation of integrated energy system considering dynamic heat-gas characteristics and uncertain wind power , 2020 .

[42]  Amjad Anvari-Moghaddam,et al.  Stochastic expansion planning of gas and electricity networks: A decentralized-based approach , 2019, Energy.

[43]  Yi-Ming Wei,et al.  Short term electricity load forecasting using a hybrid model , 2018, Energy.

[44]  Lora L Pinkerton,et al.  Cost and Performance Baseline for Fossil Energy Plants Volume 1a: Bituminous Coal (PC) and Natural Gas to Electricity Revision 3 , 2011 .

[45]  Abdul-Ghani Olabi Renewable energy and energy storage systems , 2017 .

[46]  Tatsuhiko Kiuchi,et al.  An implicit method for transient gas flows in pipe networks , 1994 .

[47]  W. Tao,et al.  Economic dispatch analysis of regional Electricity–Gas system integrated with distributed gas injection , 2020 .

[48]  Tao Ding,et al.  Multi-Stage Stochastic Programming With Nonanticipativity Constraints for Expansion of Combined Power and Natural Gas Systems , 2018, IEEE Transactions on Power Systems.

[49]  Meisam Farrokhifar,et al.  A series multi-step approach for operation Co-optimization of integrated power and natural gas systems , 2020 .