Review of Trends and Targets of Complex Systems for Power System Optimization

Optimization systems (OSs) allow operators of electrical power systems (PS) to optimally operate PSs and to also create optimal PS development plans. The inclusion of OSs in the PS is a big trend nowadays, and the demand for PS optimization tools and PS-OSs experts is growing. The aim of this review is to define the current dynamics and trends in PS optimization research and to present several papers that clearly and comprehensively describe PS OSs with characteristics corresponding to the identified current main trends in this research area. The current dynamics and trends of the research area were defined on the basis of the results of an analysis of the database of 255 PS-OS-presenting papers published from December 2015 to July 2019. Eleven main characteristics of the current PS OSs were identified. The results of the statistical analyses give four characteristics of PS OSs which are currently the most frequently presented in research papers: OSs for minimizing the price of electricity/OSs reducing PS operation costs, OSs for optimizing the operation of renewable energy sources, OSs for regulating the power consumption during the optimization process, and OSs for regulating the energy storage systems operation during the optimization process. Finally, individual identified characteristics of the current PS OSs are briefly described. In the analysis, all PS OSs presented in the observed time period were analyzed regardless of the part of the PS for which the operation was optimized by the PS OS, the voltage level of the optimized PS part, or the optimization goal of the PS OS.

[1]  Le Xie,et al.  Data Perturbation-Based Sensitivity Analysis of Real-Time Look-Ahead Economic Dispatch , 2017, IEEE Transactions on Power Systems.

[2]  Hany M. Hasanien,et al.  Optimal power flow solution in power systems using a novel Sine-Cosine algorithm , 2018, International Journal of Electrical Power & Energy Systems.

[3]  Andreas Jossen,et al.  Model-Based Dispatch Strategies for Lithium-Ion Battery Energy Storage Applied to Pay-as-Bid Markets for Secondary Reserve , 2017, IEEE Transactions on Power Systems.

[4]  Kai Sun,et al.  Optimal Allocation of Dynamic Var Sources Using the Voronoi Diagram Method Integrating Linear Programing , 2017, IEEE Transactions on Power Systems.

[5]  Amin Khodaei,et al.  Application of Microgrids in Supporting Distribution Grid Flexibility , 2017, IEEE Transactions on Power Systems.

[6]  Antonio Piccolo,et al.  Dispersed Voltage Control in Microgrids , 2016, IEEE Transactions on Power Systems.

[7]  Tapabrata Ray,et al.  Evolutionary Algorithms for Dynamic Economic Dispatch Problems , 2016, IEEE Transactions on Power Systems.

[8]  Gabriela Hug,et al.  Real-Time Optimization of the Mid-Columbia Hydropower System , 2017, IEEE Transactions on Power Systems.

[9]  Luis Baringo,et al.  A Stochastic Adaptive Robust Optimization Approach for the Offering Strategy of a Virtual Power Plant , 2017, IEEE Transactions on Power Systems.

[10]  Majid Heidarifar,et al.  A Network Topology Optimization Model Based on Substation and Node-Breaker Modeling , 2016, IEEE Transactions on Power Systems.

[11]  Zhiwei Xu,et al.  Hierarchical Coordination of Heterogeneous Flexible Loads , 2016, IEEE Transactions on Power Systems.

[12]  Amaro de Sousa,et al.  Optimal Cable Design of Wind Farms: The Infrastructure and Losses Cost Minimization Case , 2016, IEEE Transactions on Power Systems.

[13]  Liu Keyan,et al.  Research on probabilistic optimal power flow of distribution system with multilayer structure based on energy router , 2009 .

[14]  Gilsung Byeon,et al.  Optimal Operation Control for Multiple BESSs of a Large-Scale Customer Under Time-Based Pricing , 2018, IEEE Transactions on Power Systems.

[15]  Kory W. Hedman,et al.  Computationally Efficient Adjustment of FACTS Set Points in DC Optimal Power Flow With Shift Factor Structure , 2017, IEEE Transactions on Power Systems.

[16]  Chongqing Kang,et al.  Optimal Reactive Power Dispatch With Accurately Modeled Discrete Control Devices: A Successive Linear Approximation Approach , 2017, IEEE Transactions on Power Systems.

[17]  Juan Manuel Mauricio,et al.  Flywheel Energy Storage Model, Control and Location for Improving Stability: The Chilean Case , 2017, IEEE Transactions on Power Systems.

[18]  Kory W. Hedman,et al.  Day-Ahead Corrective Adjustment of FACTS Reactance: A Linear Programming Approach , 2016, IEEE Transactions on Power Systems.

[19]  Mohammad A. S. Masoum,et al.  PSO and Improved BSFS Based Sequential Comprehensive Placement and Real-Time Multi-Objective Control of Delta-Connected Switched Capacitors in Unbalanced Radial MV Distribution Networks , 2016, IEEE Transactions on Power Systems.

[20]  Brett Robbins,et al.  Optimal Tap Setting of Voltage Regulation Transformers in Unbalanced Distribution Systems , 2016, IEEE Transactions on Power Systems.

[21]  N. Watson,et al.  Turbocharging the internal combustion engine , 1982 .

[22]  Ovidiu Ivanov,et al.  Voltage profile improvement in distribution networks using the whale optimization algorithm , 2017, 2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI).

[23]  Suryanarayana Doolla,et al.  Energy Management in Smart Distribution Systems With Vehicle-to-Grid Integrated Microgrids , 2018, IEEE Transactions on Smart Grid.

[24]  Jianhui Wang,et al.  Integration of Preventive and Emergency Responses for Power Grid Resilience Enhancement , 2017, IEEE Transactions on Power Systems.

[25]  Birgitte Bak-Jensen,et al.  Optimum Aggregation and Control of Spatially Distributed Flexible Resources in Smart Grid , 2018, IEEE Transactions on Smart Grid.

[26]  John Peschon,et al.  Optimum Control of Reactive Power Flow , 1968 .

[27]  Zechun Hu,et al.  Optimal Offering and Operating Strategy for a Large Wind-Storage System as a Price Maker , 2017, IEEE Transactions on Power Systems.

[28]  Kai Sun,et al.  Optimal Placement of Dynamic Var Sources by Using Empirical Controllability Covariance , 2016, IEEE Transactions on Power Systems.

[29]  Matti Lehtonen,et al.  Increased Utilization of Wind Generation by Coordinating the Demand Response and Real-time Thermal Rating , 2016, IEEE Transactions on Power Systems.

[30]  Victor M. Zavala,et al.  Stochastic Optimization of Sub-Hourly Economic Dispatch With Wind Energy , 2016, IEEE Transactions on Power Systems.

[31]  S. Mishra,et al.  A Colored Petri Net Based Frequency Support Scheme Using Fleet of Electric Vehicles in Smart Grid Environment , 2016, IEEE Transactions on Power Systems.

[32]  Hamid Gharavi,et al.  Dynamic Appliances Scheduling in Collaborative MicroGrids System , 2017, IEEE Transactions on Power Systems.

[33]  M. Hernandez,et al.  Reducing Under-Frequency Load Shedding in Isolated Power Systems Using Neural Networks. Gran Canaria: A Case Study , 2016, IEEE Transactions on Power Systems.

[34]  Fang Yang,et al.  Improve Distribution System Energy Efficiency With Coordinated Reactive Power Control , 2016, IEEE Transactions on Power Systems.

[35]  Jin Zhong,et al.  A Generation Adjustment Methodology Considering Fluctuations of Loads and Renewable Energy Sources , 2016, IEEE Transactions on Power Systems.

[36]  Naoto Yorino,et al.  Optimal Distributed Generation Allocation in Distribution Systems for Loss Minimization , 2016, IEEE Transactions on Power Systems.

[37]  Anastasios G. Bakirtzis,et al.  Optimal Bidding of Hybrid Power Stations in Insular Power Systems , 2017, IEEE Transactions on Power Systems.

[38]  Luca Piancastelli,et al.  SUPERCHARGING SYSTEMS IN SMALL AIRCRAFT DIESEL COMMON RAIL ENGINES DERIVED FROM THE AUTOMOTIVE FIELD , 2015 .

[39]  Nader Samaan,et al.  Exact Optimal Power Dispatch in Unbalanced Distribution Systems With High PV Penetration , 2019, IEEE Transactions on Power Systems.

[40]  Hamed Mohsenian-Rad Optimal Bidding, Scheduling, and Deployment of Battery Systems in California Day-Ahead Energy Market , 2016, IEEE Transactions on Power Systems.

[41]  Wanrong Tang,et al.  A Model Predictive Control Approach for Low-Complexity Electric Vehicle Charging Scheduling: Optimality and Scalability , 2015, IEEE Transactions on Power Systems.

[42]  William F. Tinney,et al.  Optimal Power Flow Solutions , 1968 .

[43]  Mark Reynolds,et al.  Spatial Optimization for the Planning of Sparse Power Distribution Networks , 2018, IEEE Transactions on Power Systems.

[44]  Wenyuan Li,et al.  Frequency Dynamics Constrained Unit Commitment With Battery Energy Storage , 2016, IEEE Transactions on Power Systems.

[45]  Lei Shu,et al.  A Game Theory-Based Energy Management System Using Price Elasticity for Smart Grids , 2015, IEEE Transactions on Industrial Informatics.

[46]  Nasser Sadati,et al.  Distributed Robust Finite-Time Secondary Voltage and Frequency Control of Islanded Microgrids , 2017, IEEE Transactions on Power Systems.

[47]  Goran Strbac,et al.  Advanced Control of Thermostatic Loads for Rapid Frequency Response in Great Britain , 2017, IEEE Transactions on Power Systems.

[48]  Eung-Sang Kim,et al.  Frequency and Voltage Control Strategy of Standalone Microgrids With High Penetration of Intermittent Renewable Generation Systems , 2016, IEEE Transactions on Power Systems.

[49]  Siddhartha Kumar Khaitan,et al.  High Performance Computing for Power System Dynamic Simulation , 2013 .

[50]  Di Shi,et al.  Optimal Allocation of Series FACTS Devices Under High Penetration of Wind Power Within a Market Environment , 2018, IEEE Transactions on Power Systems.

[51]  Kevin Tomsovic,et al.  Wide Area Hierarchical Voltage Control to Improve Security Margin for Systems With High Wind Penetration , 2018, IEEE Transactions on Power Systems.

[52]  T. W. Sze,et al.  A New Approach to Loss Minimization in Electric Power Systems , 1957, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[53]  Jing Li,et al.  Compressive Sensing Based Stochastic Economic Dispatch With High Penetration Renewables , 2019, IEEE Transactions on Power Systems.

[54]  Feng Qiu,et al.  Resilient Transmission Hardening Planning in a High Renewable Penetration Era , 2019, IEEE Transactions on Power Systems.

[55]  Mostafa Sahraei-Ardakani,et al.  Transfer Capability Improvement Through Market-Based Operation of Series FACTS Devices , 2016, IEEE Transactions on Power Systems.

[56]  H. Abdi,et al.  Determining Optimal Buses for Implementing Demand Response as an Effective Congestion Management Method , 2017, IEEE Transactions on Power Systems.

[57]  P. Pinson,et al.  Optimal Offering and Operating Strategies for Wind-Storage Systems With Linear Decision Rules , 2016, IEEE Transactions on Power Systems.

[58]  Vassilios G. Agelidis,et al.  Power Management for Improved Dispatch of Utility-Scale PV Plants , 2016, IEEE Transactions on Power Systems.

[59]  Li Guo,et al.  Network Partition and Voltage Coordination Control for Distribution Networks With High Penetration of Distributed PV Units , 2018, IEEE Transactions on Power Systems.

[60]  Chao Long,et al.  Voltage control of PV-Rich LV networks: OLTC-fitted transformer and capacitor banks , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[61]  A. Conejo,et al.  Strategic Demand-Side Response to Wind Power Integration , 2016, IEEE Transactions on Power Systems.

[62]  Chen Shen,et al.  Distributed Optimal Control for Stability Enhancement of Microgrids With Multiple Distributed Generators , 2017, IEEE Transactions on Power Systems.

[63]  Javad Lavaei,et al.  A Bound Strengthening Method for Optimal Transmission Switching in Power Systems , 2017, IEEE Transactions on Power Systems.

[64]  James L. Kirtley,et al.  Adaptive Voltage and Frequency Control of Islanded Multi-Microgrids , 2018, IEEE Transactions on Power Systems.

[65]  Hossein Haghighat,et al.  Distribution System Reconfiguration Under Uncertain Load and Renewable Generation , 2016, IEEE Transactions on Power Systems.

[66]  Hans-Arno Jacobsen,et al.  Bringing Distributed Energy Storage to Market , 2016, IEEE Transactions on Power Systems.

[67]  G. Harrison,et al.  OPF Techniques for Real-Time Active Management of Distribution Networks , 2017, IEEE Transactions on Power Systems.

[68]  Chongqing Kang,et al.  Integrated Energy Systems for Higher Wind Penetration in China: Formulation, Implementation, and Impacts , 2018, IEEE Transactions on Power Systems.

[69]  Jihong Li,et al.  Wind Farm Reactive Power and Voltage Control Strategy Based on Adaptive Discrete Binary Particle Swarm Optimization Algorithm , 2019, 2019 IEEE Asia Power and Energy Engineering Conference (APEEC).

[70]  Bin Wang,et al.  Decentralized Multi-Area Dynamic Economic Dispatch Using Modified Generalized Benders Decomposition , 2016, IEEE Transactions on Power Systems.

[71]  Joao P. S. Catalao,et al.  Multi-Objective Reconfiguration of Radial Distribution Systems Using Reliability Indices , 2016, IEEE Transactions on Power Systems.

[72]  Fei Ding,et al.  Feeder reconfiguration for unbalanced distribution systems with distributed generation: a hierarchical decentralized approach , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[73]  Jing Yang,et al.  Smart Charging Strategies for Optimal Integration of Plug-In Electric Vehicles Within Existing Distribution System Infrastructure , 2018, IEEE Transactions on Smart Grid.

[74]  Remus Teodorescu,et al.  Sizing of an Energy Storage System for Grid Inertial Response and Primary Frequency Reserve , 2016, IEEE Transactions on Power Systems.

[75]  Jian Xu,et al.  Look-Ahead Economic Dispatch With Adjustable Confidence Interval Based on a Truncated Versatile Distribution Model for Wind Power , 2018, IEEE Transactions on Power Systems.

[76]  D. Kotur,et al.  Optimal reconfiguration of distribution network with participation of distributed electricity prosumers , 2016 .

[77]  Zhengtao Ding,et al.  Cooperative Optimal Control of Battery Energy Storage System Under Wind Uncertainties in a Microgrid , 2018, IEEE Transactions on Power Systems.

[78]  Satya Dinesh Madasu,et al.  A flower pollination algorithm based automatic generation control of interconnected power system , 2016, Ain Shams Engineering Journal.

[79]  Martin Ordonez,et al.  Energy management in multi-microgrid systems — development and assessment , 2017, 2017 IEEE Power & Energy Society General Meeting.

[80]  Peiyuan Chen,et al.  On Coordinated Control of OLTC and Reactive Power Compensation for Voltage Regulation in Distribution Systems With Wind Power , 2016, IEEE Transactions on Power Systems.

[81]  Agostino Gambarotta,et al.  Effect of Inlet Pulsating Pressure Characteristics on Turbine Performance of an Automotive Wastegated Turbocharger , 1990 .

[82]  Johanna L. Mathieu,et al.  Modeling and Optimal Operation of Distributed Battery Storage in Low Voltage Grids , 2016, IEEE Transactions on Power Systems.

[83]  Omid Ziaee,et al.  Optimal Location-Allocation of TCSCs and Transmission Switch Placement Under High Penetration of Wind Power , 2017, IEEE Transactions on Power Systems.

[84]  Farrokh Aminifar,et al.  Techno-Economic Collaboration of PEV Fleets in Energy Management of Microgrids , 2017, IEEE Transactions on Power Systems.

[85]  Shengwei Mei,et al.  Distributed Real-Time Economic Dispatch in Smart Grids: A State-Based Potential Game Approach , 2018, IEEE Transactions on Smart Grid.

[86]  Luca Piancastelli,et al.  THE COMMON-RAIL FUEL INJECTION TECHNIQUE IN TURBOCHARGED DI-DIESEL-ENGINES FOR AIRCRAFT APPLICTIONS , 2014 .

[87]  Gilsoo Jang,et al.  A Loss Minimization Method on a Reactive Power Supply Process for Wind Farm , 2017, IEEE Transactions on Power Systems.

[88]  Pierluigi Siano,et al.  Optimal Demand Response Strategies to Mitigate Oligopolistic Behavior of Generation Companies Using a Multi-Objective Decision Analysis , 2018, IEEE Transactions on Power Systems.

[89]  Lingfeng Wang,et al.  Real-Time Rolling Horizon Energy Management for the Energy-Hub-Coordinated Prosumer Community From a Cooperative Perspective , 2019, IEEE Transactions on Power Systems.

[90]  Mario Paolone,et al.  Optimal Planning of Distributed Energy Storage Systems in Active Distribution Networks Embedding Grid Reconfiguration , 2018, IEEE Transactions on Power Systems.

[91]  Eung-Sang Kim,et al.  Distributed Generation Control Method for Active Power Sharing and Self-Frequency Recovery in an Islanded Microgrid , 2017, IEEE Transactions on Power Systems.

[92]  Cheng Wang,et al.  Energy-Sharing Model With Price-Based Demand Response for Microgrids of Peer-to-Peer Prosumers , 2017, IEEE Transactions on Power Systems.

[93]  Dimitrios Stimoniaris,et al.  Improved Energy Storage Management and PV-Active Power Control Infrastructure and Strategies for Microgrids , 2016, IEEE Transactions on Power Systems.

[94]  João P. S. Catalão,et al.  A Decentralized Electricity Market Scheme Enabling Demand Response Deployment , 2018, IEEE Transactions on Power Systems.

[95]  Je-Seok Shin,et al.  Optimal Design for Offshore Wind Farm considering Inner Grid Layout and Offshore Substation Location , 2017, IEEE Transactions on Power Systems.

[96]  A. Hawkes,et al.  Projecting the Future Levelized Cost of Electricity Storage Technologies , 2019, Joule.

[97]  Saeid Nahavandi,et al.  Static Output Feedback Frequency Stabilization of Time-Delay Power Systems With Coordinated Electric Vehicles State of Charge Control , 2017, IEEE Transactions on Power Systems.

[98]  Manuel Chazarra,et al.  Optimal Energy and Reserve Scheduling of Pumped-Storage Power Plants Considering Hydraulic Short-Circuit Operation , 2017, IEEE Transactions on Power Systems.

[99]  Feng Liu,et al.  Chance-Constrained Economic Dispatch With Non-Gaussian Correlated Wind Power Uncertainty , 2017, IEEE Transactions on Power Systems.

[100]  Yunjian Xu,et al.  Optimal Storage Operation Under Demand Charge , 2017, IEEE Transactions on Power Systems.

[101]  Hongbin Sun,et al.  Fully Distributed Quasi-Newton Multi-Area Dynamic Economic Dispatch Method for Active Distribution Networks , 2018, IEEE Transactions on Power Systems.

[102]  Lei Wu,et al.  Robust SCUC Considering Continuous/Discrete Uncertainties and Quick-Start Units: A Two-Stage Robust Optimization With Mixed-Integer Recourse , 2016, IEEE Transactions on Power Systems.

[103]  Ross Baldick,et al.  Ramp Event Forecast Based Wind Power Ramp Control With Energy Storage System , 2016, IEEE Transactions on Power Systems.

[104]  Amir H. Etemadi,et al.  A Dynamic Stochastic Optimization for Recharging Plug-In Electric Vehicles , 2018, IEEE Transactions on Smart Grid.

[105]  J. Ramos,et al.  State-of-the-art, challenges, and future trends in security constrained optimal power flow , 2011 .

[106]  Hadi Khani,et al.  Transmission Congestion Relief Using Privately Owned Large-Scale Energy Storage Systems in a Competitive Electricity Market , 2016, IEEE Transactions on Power Systems.

[107]  Kit Po Wong,et al.  Retirement-Driven Dynamic VAR Planning for Voltage Stability Enhancement of Power Systems With High-Level Wind Power , 2018, IEEE Transactions on Power Systems.

[108]  S. X. Chen,et al.  A Hierarchical EMS for Aggregated BESSs in Energy and Performance-Based Regulation Markets , 2017, IEEE Transactions on Power Systems.

[109]  Sajeeb Saha,et al.  Control Strategy for Dispatchable Distributed Energy Resources in Islanded Microgrids , 2018, IEEE Transactions on Power Systems.

[110]  J.M.A. Myrzik,et al.  Consequences of poor power quality - an overview , 2007, 2007 42nd International Universities Power Engineering Conference.

[111]  Daniel S. Kirschen,et al.  Enhanced Security-Constrained Unit Commitment With Emerging Utility-Scale Energy Storage , 2016, IEEE Transactions on Power Systems.

[112]  Anastasios G. Bakirtzis,et al.  Stochastic Scheduling of Hybrid Power Stations in Insular Power Systems With High Wind Penetration , 2016, IEEE Transactions on Power Systems.

[113]  F. Fred Choobineh,et al.  Optimal Location-Allocation of TCSC Devices on a Transmission Network , 2017, IEEE Transactions on Power Systems.

[114]  Ram Rajagopal,et al.  Scheduling Non-Preemptive Deferrable Loads , 2016, IEEE Transactions on Power Systems.

[115]  Nikos D. Hatziargyriou,et al.  Distributed Coordination of Electric Vehicles providing V2G Regulation Services , 2016, IEEE Transactions on Power Systems.

[116]  Luis F. Ochoa,et al.  Optimal sizing and control of energy storage in wind power-rich distribution networks , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

[117]  T. Nguyen,et al.  Stochastic Optimization of Renewable-Based Microgrid Operation Incorporating Battery Operating Cost , 2016, IEEE Transactions on Power Systems.

[118]  Linyun Xiong,et al.  Stability Enhancement of Power Systems With High DFIG-Wind Turbine Penetration via Virtual Inertia Planning , 2019, IEEE Transactions on Power Systems.

[119]  Kankar Bhattacharya,et al.  Optimal Demand Response for Distribution Feeders With Existing Smart Loads , 2018, IEEE Transactions on Smart Grid.

[120]  Gabriela Hug,et al.  Demand Response of Ancillary Service From Industrial Loads Coordinated With Energy Storage , 2018, IEEE Transactions on Power Systems.

[121]  Guangchao Geng,et al.  Hydro-Thermal-Wind Coordination in Day-Ahead Unit Commitment , 2016, IEEE Transactions on Power Systems.

[122]  Yuan-Kang Wu,et al.  Review of security-constrained unit commitment in a large power system , 2018, 2018 IEEE International Conference on Applied System Invention (ICASI).

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

[124]  Zhao Yang Dong,et al.  Robust Operation of Microgrids via Two-Stage Coordinated Energy Storage and Direct Load Control , 2017, IEEE Transactions on Power Systems.

[125]  Zhao Yang Dong,et al.  Probability-Weighted Robust Optimization for Distributed Generation Planning in Microgrids , 2018, IEEE Transactions on Power Systems.

[126]  Meng Cheng,et al.  Dynamic Frequency Response From Controlled Domestic Heat Pumps , 2018, IEEE Transactions on Power Systems.

[127]  Göran Andersson,et al.  Corrective Control to Handle Forecast Uncertainty: A Chance Constrained Optimal Power Flow , 2017, IEEE Transactions on Power Systems.