AC Optimal Power Flow Incorporating Demand-Side Management Strategy

This chapter presents a methodology for solving AC optimal power flow problem using demand-side management strategy. A single objective function, which is composed of fuel cost of thermal power plants, is minimized. Ramp down/up rate limits, active/reactive power generation capacity, and balance equation are considered as constraints of optimization problem. Active power demand of each bus is flexible and can maximally be reduced to 80% of its forecasted value. Similarly, it is supposed that electricity consumption at each bus can be increased up to 1.2% of its base value. Hours and values of active load increase/decrease at each bus are determined as decision variables in a way that the total amount of the load increase over the study horizon is equal to the amount of the load decrease in the same operating period. A nonlinear programming problem is developed under general algebraic mathematical modeling system (GAMS) to find how much $ is saved in AC optimal power flow analysis, while demand is managed at each bus.

[1]  Toshihisa Funabashi,et al.  Optimal Power Scheduling for Smart Grids Considering Controllable Loads and High Penetration of Photovoltaic Generation , 2014, IEEE Transactions on Smart Grid.

[2]  T. Jayabarathi,et al.  A hybrid method for optimal load shedding and improving voltage stability , 2016 .

[3]  Farkhondeh Jabari,et al.  Optimal short-term scheduling of a novel tri-generation system in the presence of demand response programs and battery storage system , 2016 .

[4]  Behnam Mohammadi-Ivatloo,et al.  Optimal bidding strategy of electricity retailers using robust optimisation approach considering time-of-use rate demand response programs under market price uncertainties , 2015 .

[5]  Xiaorong Xie,et al.  Distributed Optimal Energy Management in Microgrids , 2015, IEEE Transactions on Smart Grid.

[6]  Josep M. Guerrero,et al.  Optimal power flow in three-phase islanded microgrids with inverter interfaced units , 2015 .

[7]  J. Oyarzabal,et al.  A Direct Load Control Model for Virtual Power Plant Management , 2009, IEEE Transactions on Power Systems.

[8]  Silvia Lamonaca,et al.  Unbalanced Three-Phase Optimal Power Flow for Smart Grids , 2011, IEEE Transactions on Industrial Electronics.

[9]  Behnam Mohammadi-Ivatloo,et al.  Selling price determination by electricity retailer in the smart grid under demand side management in the presence of the electrolyser and fuel cell as hydrogen storage system , 2017 .

[10]  Behnam Mohammadi-Ivatloo,et al.  Stochastic optimization of energy hub operation with consideration of thermal energy market and demand response , 2017 .

[11]  Soodabeh Soleymani,et al.  Optimal operation management of microgrids using the point estimate method and firefly algorithm while considering uncertainty , 2014 .

[12]  Antoine Jouglet,et al.  DC microgrid power flow optimization by multi-layer supervision control. Design and experimental validation , 2014 .

[13]  Georgios B. Giannakis,et al.  Distributed Optimal Power Flow for Smart Microgrids , 2012, IEEE Transactions on Smart Grid.

[14]  Shin-Yeu Lin,et al.  Distributed optimal power flow for smart grid transmission system with renewable energy sources , 2013 .

[15]  M. P. Moghaddam,et al.  Demand response modeling considering Interruptible/Curtailable loads and capacity market programs , 2010 .

[16]  Pierluigi Siano,et al.  Demand response and smart grids—A survey , 2014 .

[17]  Behnam Mohammadi-Ivatloo,et al.  Stochastic risk-constrained scheduling of smart energy hub in the presence of wind power and demand response , 2017 .

[18]  Zita Vale,et al.  A multi-objective optimization of the active and reactive resource scheduling at a distribution level in a smart grid context , 2015 .

[19]  Antonio J. Conejo,et al.  Adaptive robust AC optimal power flow considering load and wind power uncertainties , 2018 .

[20]  C.E. Murillo-Sanchez,et al.  A Contingency-Based Security-Constrained Optimal Power Flow Model For Revealing The Marginal Cost of a Blackout Risk-Equalizing Policy in the Colombian Electricity Market , 2006, 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America.

[21]  Carlo Fischione,et al.  A distributed approach for the optimal power flow problem , 2014, 2016 European Control Conference (ECC).

[22]  Jiaqi Liang,et al.  Two-level dynamic stochastic optimal power flow control for power systems with intermittent renewable generation , 2013, 2014 IEEE PES General Meeting | Conference & Exposition.

[23]  Abhinandan De,et al.  A multi-objective solution algorithm for optimum utilization of Smart Grid infrastructure towards social welfare , 2014 .

[24]  Gongguo Tang,et al.  A game-theoretic approach for optimal time-of-use electricity pricing , 2013, IEEE Transactions on Power Systems.

[25]  J. Hazra,et al.  A multi‐objective optimal power flow using particle swarm optimization , 2011 .

[26]  Provas Kumar Roy,et al.  Optimal power flow using krill herd algorithm , 2015 .

[27]  Hamdi Abdi,et al.  Optimal Power Flow in the Smart Grid Using Direct Load Control Program , 2015 .

[28]  Hamdi Abdi,et al.  A review of optimal power flow studies applied to smart grids and microgrids , 2017 .

[29]  R. H. Lasseter,et al.  Stochastic optimal power flow: formulation and solution , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[30]  Ali Ahmadian,et al.  Optimal probabilistic energy management in a typical micro-grid based-on robust optimization and point estimate method , 2015 .

[31]  Filipe Joel Soares,et al.  Optimal supply and demand bidding strategy for an aggregator of small prosumers , 2017 .

[32]  N. Amjady,et al.  Non-convex security constrained optimal power flow by a new solution method composed of Benders decomposition and special ordered sets , 2014 .

[33]  Josep M. Guerrero,et al.  Aalborg Universitet Optimal Power Flow in Microgrids with Energy Storage , 2013 .

[34]  Zita Vale,et al.  Optimal scheduling of a renewable micro-grid in an isolated load area using mixed-integer linear programming , 2010 .

[35]  Fabrice Locment,et al.  Supervision control for optimal energy cost management in DC microgrid: Design and simulation , 2014 .

[36]  Behnam Mohammadi-Ivatloo,et al.  Optimal stochastic energy management of retailer based on selling price determination under smart grid environment in the presence of demand response program , 2017 .

[37]  Nima Amjady,et al.  Solution of security constrained optimal power flow for large-scale power systems by convex transformation techniques and Taylor series , 2016 .

[38]  Mohammad Hassan Moradi,et al.  Optimal operation of autonomous microgrid using HS–GA , 2016 .

[39]  Enrico Zio,et al.  A systematic data-driven Demand Side Management method for smart natural gas supply systems , 2019, Energy Conversion and Management.

[40]  Sajad Najafi Ravadanegh,et al.  Optimal Power Dispatch of Multi-Microgrids at Future Smart Distribution Grids , 2015, IEEE Transactions on Smart Grid.

[41]  R. Kanimozhi,et al.  Multi-objective approach for load shedding based on voltage stability index consideration , 2014 .

[42]  Ignacio Hernando-Gil,et al.  Optimal Power Flow for Maximizing Network Benefits From Demand-Side Management , 2014, IEEE Transactions on Power Systems.

[43]  A. Rezaee Jordehi,et al.  Optimisation of demand response in electric power systems, a review , 2019, Renewable and Sustainable Energy Reviews.

[44]  Tomaso Erseghe,et al.  Power Flow Optimization for Smart Microgrids by SDP Relaxation on Linear Networks , 2013, IEEE Transactions on Smart Grid.

[45]  Manfred Morari,et al.  Stochastic optimal power flow based on convex approximations of chance constraints , 2014, 2014 Power Systems Computation Conference.

[46]  Soodabeh Soleymani,et al.  Scenario-based stochastic operation management of MicroGrid including Wind, Photovoltaic, Micro-Turbine, Fuel Cell and Energy Storage Devices , 2014 .

[47]  Debora Rosana Ribeiro Penido,et al.  A multiphase optimal power flow algorithm for unbalanced distribution systems , 2013 .

[48]  Behnam Mohammadi-Ivatloo,et al.  Optimal scheduling of plug-in electric vehicles and renewable micro-grid in energy and reserve markets considering demand response program , 2018, Journal of Cleaner Production.

[49]  Mohammed H. Albadi,et al.  A summary of demand response in electricity markets , 2008 .

[50]  Gianfranco Rizzo,et al.  The interaction between intermittent renewable energy and the electricity, heating and transport sectors. , 2012 .

[51]  Andrea Simonetto,et al.  Optimal Power Flow Pursuit , 2018, IEEE Transactions on Smart Grid.

[52]  Josep M. Guerrero,et al.  Optimal Power Flow in Islanded Microgrids Using a Simple Distributed Algorithm , 2015 .

[53]  Kankar Bhattacharya,et al.  Optimal Operation of Distribution Feeders in Smart Grids , 2011, IEEE Transactions on Industrial Electronics.

[54]  Xu Andy Sun,et al.  Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem , 2013, IEEE Transactions on Power Systems.

[55]  Bhujanga B. Chakrabarti,et al.  A preventive/corrective model for voltage stability incorporating dynamic load-shedding , 2003 .

[56]  Linquan Bai,et al.  Adjustable robust optimal power flow with the price of robustness for large-scale power systems , 2016 .

[57]  Juan M. Morales,et al.  Real-Time Demand Response Model , 2010, IEEE Transactions on Smart Grid.

[58]  Pierre Pinson,et al.  An Integrated Multiperiod OPF Model With Demand Response and Renewable Generation Uncertainty , 2016, IEEE Transactions on Smart Grid.

[59]  Magnus Perninge,et al.  A Stochastic Optimal Power Flow Problem With Stability Constraints—Part I: Approximating the Stability Boundary , 2013, IEEE Transactions on Power Systems.

[60]  A. Testa,et al.  Optimal load-flow with N-1 steady-state security via high performance computing , 1996, Proceedings of 8th Mediterranean Electrotechnical Conference on Industrial Applications in Power Systems, Computer Science and Telecommunications (MELECON 96).

[61]  Mehdi Rahmani-andebili,et al.  Modeling nonlinear incentive-based and price-based demand response programs and implementing on real power markets , 2016 .

[62]  Mehdi Hosseinzadeh,et al.  Robust Optimal Power Management System for a Hybrid AC/DC Micro-Grid , 2015, IEEE Transactions on Sustainable Energy.

[63]  Florin Capitanescu,et al.  Critical review of recent advances and further developments needed in AC optimal power flow , 2016 .

[64]  Nima Amjady,et al.  Stochastic security‐constrained optimal power flow incorporating preventive and corrective actions , 2016 .

[65]  J. Fuller,et al.  Time-of-Use Pricing in Electricity Markets Under Different Market Structures , 2012, IEEE Transactions on Power Systems.

[66]  Leehter Yao,et al.  Optimal Purchase Strategy for Demand Bidding , 2018, IEEE Transactions on Power Systems.

[67]  T. Yong,et al.  Optimal power flow formulation in market of retail wheeling , 1999, IEEE Power Engineering Society. 1999 Winter Meeting (Cat. No.99CH36233).