Power system frequency control: An updated review of current solutions and new challenges

Abstract Frequency control of power grids has become a relevant research topic due to the increasing penetration of renewable energy sources, changing system structure, and the integration of new storage systems, controllable loads and power electronics technologies. The advances in control, communication, and computation technologies also contribute to the development of new techniques and solutions. This paper provides an updated review of most important frequency stability concerns, applied modern control strategies, and existing challenges for the integration of renewable energy sources. The paper also discusses the current trends, recent achievements, and new research directions.

[1]  S. M. Zali,et al.  Generic Model of Active Distribution Network for Large Power System Stability Studies , 2013, IEEE Transactions on Power Systems.

[2]  Frede Blaabjerg,et al.  Distributed Power System Virtual Inertia Implemented by Grid-Connected Power Converters , 2018, IEEE Transactions on Power Electronics.

[3]  Haoran Zhao,et al.  Hierarchical Control of Thermostatically Controlled Loads for Primary Frequency Support , 2018, IEEE Transactions on Smart Grid.

[4]  Yukio Yoshida,et al.  Study of the Effect of the DC Link on Frequency Control in Interconnected AC Systems , 1969 .

[5]  Hassan Bevrani,et al.  Renewable Integrated Power System Stability and Control , 2021 .

[6]  Gregor Verbic,et al.  Coordinated Operation Strategy of Wind Farms for Frequency Control by Exploring Wake Interaction , 2017, IEEE Transactions on Sustainable Energy.

[7]  Avila Tomas,et al.  Perfomance Standard-Compliant Secondary Control: The Case of Chile , 2017, IEEE Latin America Transactions.

[8]  Dongdong Li,et al.  A Self-Adaptive Inertia and Damping Combination Control of VSG to Support Frequency Stability , 2017, IEEE Transactions on Energy Conversion.

[9]  Jie Wang,et al.  A Novel Finite-Time Control Scheme for Enhancing Smart Grid Frequency Stability and Resilience , 2019, IEEE Transactions on Smart Grid.

[10]  David J. Hill,et al.  Frequency Support From Wind Turbine Generators With a Time-Variable Droop Characteristic , 2018, IEEE Transactions on Sustainable Energy.

[11]  Gregory S. Ledva,et al.  Managing Communication Delays and Model Error in Demand Response for Frequency Regulation , 2018, IEEE Transactions on Power Systems.

[12]  Xiaoxin Zhou,et al.  Frequency Control of DFIG-Based Wind Power Penetrated Power Systems Using Switching Angle Controller and AGC , 2017, IEEE Transactions on Power Systems.

[13]  Konstantin Turitsyn,et al.  PMU-based estimation of dynamic state Jacobian matrix , 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

[14]  Ehab F. El-Saadany,et al.  Implementing Virtual Inertia in DFIG-Based Wind Power Generation , 2013, IEEE Transactions on Power Systems.

[15]  J. Nanda,et al.  Automatic generation control of an interconnected hydrothermal system in continuous and discrete modes considering generation rate constraints , 1983 .

[16]  Florian Dörfler,et al.  Optimal Placement of Virtual Inertia in Power Grids , 2015, IEEE Transactions on Automatic Control.

[17]  Ibraheem,et al.  Recent philosophies of automatic generation control strategies in power systems , 2005, IEEE Transactions on Power Systems.

[18]  Aleksandar M. Stankovic,et al.  On robust control analysis and design for load frequency regulation , 1998 .

[19]  Goran Andersson,et al.  Impact of Low Rotational Inertia on Power System Stability and Operation , 2013, 1312.6435.

[20]  Ali Moeini,et al.  Analytical Concepts for Reactive Power Based Primary Frequency Control in Power Systems , 2016, IEEE Transactions on Power Systems.

[21]  Jason C. Neely,et al.  Communication Enabled—Fast Acting Imbalance Reserve (CE-FAIR) , 2018, IEEE Transactions on Power Systems.

[22]  Chao Lu,et al.  MIMO Identification of Power System With Low Level Probing Tests: Applicability Comparison of Subspace Methods , 2013, IEEE Transactions on Power Systems.

[23]  Hêmin Golpîra,et al.  Bulk power system frequency stability assessment in presence of microgrids , 2019, Electric Power Systems Research.

[24]  Hassan Bevrani,et al.  Robust Power System Frequency Control , 2009 .

[25]  Hassan Haes Alhelou,et al.  A Decentralized Functional Observer Based Optimal LFC Considering Unknown Inputs, Uncertainties, and Cyber-Attacks , 2019, IEEE Transactions on Power Systems.

[26]  Min Wu,et al.  Delay-dependent robust load frequency control for time delay power systems , 2013, 2013 IEEE Power & Energy Society General Meeting.

[27]  Mahmoud-Reza Haghifam,et al.  Dynamic equivalencing of an active distribution network for large-scale power system frequency stability studies , 2015 .

[28]  Frede Blaabjerg,et al.  Shipboard Microgrids: A Novel Approach to Load Frequency Control , 2018, IEEE Transactions on Sustainable Energy.

[29]  Dan Keun Sung,et al.  The Effect of EV Aggregators With Time-Varying Delays on the Stability of a Load Frequency Control System , 2018, IEEE Transactions on Power Systems.

[31]  Federico Milano,et al.  Stochastic Frequency Control of Grid-Connected Microgrids , 2018, IEEE Transactions on Power Systems.

[32]  A. Oudalov,et al.  Optimizing a Battery Energy Storage System for Primary Frequency Control , 2007, IEEE Transactions on Power Systems.

[33]  Goran Strbac,et al.  Advanced Control of Thermostatic Loads for Rapid Frequency Response in Great Britain , 2017 .

[34]  Mahmoud-Reza Haghifam,et al.  Maximum Penetration Level of Micro-Grids in Large-Scale Power Systems: Frequency Stability Viewpoint , 2016, IEEE Transactions on Power Systems.

[35]  Y. Mitani,et al.  Application of SMES coordinated with solid-state phase shifter to load frequency control , 1999, IEEE Transactions on Applied Superconductivity.

[36]  Federico Milano,et al.  Efficient implementation of MPC-based AGC for real-world systems with low inertia , 2018 .

[37]  Chunyu Chen,et al.  An Investigation of Coordinated Attack on Load Frequency Control , 2018, IEEE Access.

[38]  Iqbal Husain,et al.  Equilibrium Point Analysis and Power Sharing Methods for Distribution Systems Driven by Solid-State Transformers , 2018, IEEE Transactions on Power Systems.

[39]  R. Kulessky,et al.  Identification-based power unit model for load-frequency control purposes , 2000 .

[40]  Hassan Bevrani,et al.  A novel control approach for virtual synchronous generators to suppress frequency and voltage fluctuations in microgrids , 2018 .

[41]  Toshifumi Ise,et al.  Microgrid Dynamics and Control , 2017 .

[42]  Hassan Haes Alhelou,et al.  Deterministic Dynamic State Estimation-Based Optimal LFC for Interconnected Power Systems Using Unknown Input Observer , 2020, IEEE Transactions on Smart Grid.

[43]  Federico Milano,et al.  Model Predictive Control-Based AGC for Multi-Terminal HVDC-Connected AC grids , 2018, IEEE Transactions on Power Systems.

[44]  Jing Ma,et al.  Research on the Impact of DFIG Virtual Inertia Control on Power System Small-Signal Stability Considering the Phase-Locked Loop , 2017, IEEE Transactions on Power Systems.

[45]  Vladimir Terzija,et al.  Active Power Imbalance Detection, Size and Location Estimation Using Limited PMU Measurements , 2019, IEEE Transactions on Power Systems.

[46]  R. A. Kramer,et al.  New approaches to the AGC non-conforming load problem , 1993 .

[47]  Gabriela Hug,et al.  Foundations and Challenges of Low-Inertia Systems (Invited Paper) , 2018, 2018 Power Systems Computation Conference (PSCC).

[48]  C.A. Canizares,et al.  Confidence Intervals Estimation in the Identification of Electromechanical Modes From Ambient Noise , 2008, IEEE Transactions on Power Systems.

[49]  Sheng Huang,et al.  Hierarchical Optimal Control for Synthetic Inertial Response of Wind Farm Based on Alternating Direction Method of Multipliers , 2021, IEEE Transactions on Sustainable Energy.

[50]  Ali Feliachi,et al.  Robust load frequency control using genetic algorithms and linear matrix inequalities , 2003 .

[51]  François Bouffard,et al.  Decentralized Demand-Side Contribution to Primary Frequency Control , 2011, IEEE Transactions on Power Systems.

[52]  Pedro Rodriguez,et al.  Inertia Emulation in AC/DC Interconnected Power Systems Using Derivative Technique Considering Frequency Measurement Effects , 2017, IEEE Transactions on Power Systems.

[53]  Lidong Zhang,et al.  Impact on Interarea Modes of Fast HVDC Primary Frequency Control , 2017, IEEE Transactions on Power Systems.

[54]  Hassan Bevrani,et al.  Online generalized droop-based demand response for frequency control in islanded microgrids , 2019, Electrical Engineering.

[55]  M. A. Pai,et al.  Simulation and Optimization in an AGC System after Deregulation , 2001, IEEE Power Engineering Review.

[56]  J. L. Domínguez-García,et al.  Insights on the Provision of Frequency Support by Wind Power and the Impact on Energy Systems , 2018, IEEE Transactions on Sustainable Energy.

[57]  Mohamad Esmail Hamedani Golshan,et al.  Determining optimal virtual inertia and frequency control parameters to preserve the frequency stability in islanded microgrids with high penetration of renewables , 2018 .

[58]  Wilsun Xu,et al.  Single-port and multi-port frequency-dependent network equivalents with numerically stable branches , 2017 .

[59]  George Gross,et al.  Analysis of Load Frequency Control Performance Assessment Criteria , 2001 .

[60]  A. M. Gole,et al.  Dynamic system equivalents: A survey of available techniques , 2009, 2009 IEEE Power & Energy Society General Meeting.

[62]  Lewis Walker,et al.  Investigation of Nonlinear Tie Line Bias Control of Interconnected Power Systems , 1981, IEEE Transactions on Power Apparatus and Systems.

[63]  Vijay Vittal,et al.  Forecast-Based Anticipatory Frequency Control in Power Systems , 2018, IEEE Transactions on Power Systems.

[64]  T. S. Bhatti,et al.  Sampled Data Automatic Generation Control Analysis with Reheat Steam Turbines and Governor Dead-Band Effects , 1984, IEEE Power Engineering Review.

[65]  Grzegorz Benysek,et al.  Application of Stochastic Decentralized Active Demand Response (DADR) System for Load Frequency Control , 2018, IEEE Transactions on Smart Grid.

[66]  M. Sanpei,et al.  Application of multi-variable control for automatic frequency controller of HVDC transmission system , 1994 .

[67]  Chittaranjan Pradhan,et al.  Frequency Sensitivity Analysis of Load Damping Coefficient in Wind Farm-Integrated Power System , 2017, IEEE Transactions on Power Systems.

[68]  A. R. Messina,et al.  A Center-of-Gravity-Based Approach to Estimate Slow Power and Frequency Variations , 2018, IEEE Transactions on Power Systems.

[69]  Federico Milano,et al.  Model-Agnostic Linear Estimation of Generator Rotor Speeds Based on Phasor Measurement Units , 2018, IEEE Transactions on Power Systems.

[70]  H. Bevrani,et al.  On Load–Frequency Regulation With Time Delays: Design and Real-Time Implementation , 2009, IEEE Transactions on Energy Conversion.

[71]  A. Bose,et al.  Communication models for third party load frequency control , 2004, IEEE Transactions on Power Systems.

[72]  Magnus Perninge,et al.  Frequency Control in Power Systems Based on a Regulating Market , 2018, IEEE Transactions on Control Systems Technology.

[73]  Ahmed Rubaai,et al.  Self-tuning load frequency control: multilevel adaptive approach , 1994 .

[74]  David J. Hill,et al.  Coordinated Control Strategies for Offshore Wind Farm Integration via VSC-HVDC for System Frequency Support , 2017, IEEE Transactions on Energy Conversion.

[75]  Ieee Report,et al.  Dynamic Models for Steam and Hydro Turbines in Power System Studies , 1973 .

[76]  Takashi Hiyama,et al.  On the necessity of considering both voltage and frequency in effective load shedding schemes , 2010 .

[77]  Xiangjie Liu,et al.  Distributed Model Predictive Load Frequency Control of the Multi-Area Power System After Deregulation , 2017, IEEE Transactions on Industrial Electronics.

[78]  Youyi Wang,et al.  A new decentralized robust controller design for multi‐area load–frequency control via incomplete state feedback , 1998 .

[79]  C. Y. Chung,et al.  Enhancing Frequency Stability of Asynchronous Grids Interconnected with HVDC Links , 2018, IEEE Transactions on Power Systems.

[80]  Yang Zhou,et al.  Online Identification of Inertia Distribution in Normal Operating Power System , 2020, IEEE Transactions on Power Systems.

[81]  Pavol Bauer,et al.  Design of Plug-In Electric Vehicle's Frequency-Droop Controller for Primary Frequency Control and Performance Assessment , 2017, IEEE Transactions on Power Systems.

[82]  Mario Paolone,et al.  A New Approach to the Online Estimation of the Loss of Generation Size in Power Systems , 2019, IEEE Transactions on Power Systems.

[83]  M. Yao,et al.  AGC logic based on NERC's new Control Performance Standard and Disturbance Control Standard , 2000 .

[84]  Federico Milano,et al.  Frequency Participation Factors , 2018, IEEE Transactions on Power Systems.

[85]  Hossein Saberi,et al.  Toward Controlled Islanding for Enhancing Power Grid Resilience Considering Frequency Stability Constraints , 2019, IEEE Transactions on Smart Grid.

[86]  Ehab F. El-Saadany,et al.  Dynamic Security-Constrained Automatic Generation Control (AGC) of Integrated AC/DC Power Networks , 2018, IEEE Transactions on Power Systems.

[87]  L. H. Fink,et al.  Understanding automatic generation control , 1992 .

[88]  Hassan Bevrani,et al.  Robust load–frequency regulation: A real‐time laboratory experiment , 2007 .

[89]  Robert Brezovnik,et al.  Evaluation of Load Frequency Control Performance Based on Standard Deviational Ellipses , 2017, IEEE Transactions on Power Systems.

[90]  Andres E. Leon,et al.  Short-Term Frequency Regulation and Inertia Emulation Using an MMC-Based MTDC System , 2018, IEEE Transactions on Power Systems.

[91]  Alireza Soroudi,et al.  Probabilistic Under Frequency Load Shedding Considering RoCoF Relays of Distributed Generators , 2018, IEEE Transactions on Power Systems.

[92]  Takashi Hiyama,et al.  Intelligent Automatic Generation Control , 2011 .

[93]  Eduard Muljadi,et al.  Disturbance-Adaptive Short-Term Frequency Support of a DFIG Associated With the Variable Gain Based on the ROCOF and Rotor Speed , 2017, IEEE Transactions on Power Systems.

[94]  Eduard Muljadi,et al.  Rapid Active Power Control of Photovoltaic Systems for Grid Frequency Support , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[95]  Lennart Söder,et al.  Balancing Strategies Evaluation Framework Using Available Multi-Area Data , 2018, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[96]  Federico Milano,et al.  Robust Frequency Divider for Power System Online Monitoring and Control , 2018, IEEE Transactions on Power Systems.

[97]  James D. McCalley,et al.  Estimation of Regulation Reserve Requirement Based on Control Performance Standard , 2018, IEEE Transactions on Power Systems.

[98]  Yasunori Mitani,et al.  Robust decentralised load-frequency control using an iterative linear matrix inequalities algorithm , 2004 .

[99]  Christian Rehtanz,et al.  Adaptive Droop Control of VSC-MTDC System for Frequency Support and Power Sharing , 2018, IEEE Transactions on Power Systems.

[100]  Chao Wang,et al.  The Frequency Regulation Scheme of Interconnected Grids With VSC-HVDC Links , 2017, IEEE Transactions on Power Systems.

[101]  Toshifumi Ise,et al.  Virtual synchronous generators: A survey and new perspectives , 2014 .

[102]  Elias Kyriakides,et al.  A Plug-and-Play Selective Load Shedding Scheme for Power Systems , 2017, IEEE Systems Journal.

[103]  László Keviczky,et al.  Adaptive load-frequency control of the hungarian power system , 1985, Autom..

[104]  Thierry Van Cutsem,et al.  Contribution to Bulk System Control and Stability by Distributed Energy Resources connected at Distribution Network , 2017 .

[105]  Evangelos Vrettos,et al.  Fast and Reliable Primary Frequency Reserves From Refrigerators With Decentralized Stochastic Control , 2016, IEEE Transactions on Power Systems.

[106]  N. D. Hatziargyriou,et al.  Frequency Control in Autonomous Power Systems With High Wind Power Penetration , 2012, IEEE Transactions on Sustainable Energy.

[107]  Yu Ba,et al.  A Simulation Scheme for AGC Relevant Studies , 2013, IEEE Transactions on Power Systems.

[108]  C. Concordia,et al.  Tie-Line Power and Frequency Control of Electric Power Systems [includes discussion] , 1953, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[109]  K. Yamashita,et al.  Load frequency self-tuning regulator for interconnected power systems with unknown deterministic load disturbances , 1989 .

[110]  Vincent W. S. Wong,et al.  Robust Frequency Regulation Capacity Scheduling Algorithm for Electric Vehicles , 2017, IEEE Transactions on Smart Grid.

[111]  Joseph Euzebe Tate,et al.  Energy Storage System Control for Prevention of Transient Under-Frequency Load Shedding , 2017, IEEE Transactions on Smart Grid.

[112]  Balarko Chaudhuri,et al.  Primary Frequency Control Contribution From Smart Loads Using Reactive Compensation , 2015, IEEE Transactions on Smart Grid.

[113]  Bala Kameshwar Poolla,et al.  Placement and Implementation of Grid-Forming and Grid-Following Virtual Inertia and Fast Frequency Response , 2018, IEEE Transactions on Power Systems.

[114]  Hassan Bevrani,et al.  Intelligent Demand Response Contribution in Frequency Control of Multi-Area Power Systems , 2018, IEEE Transactions on Smart Grid.

[115]  Ehab F. El-Saadany,et al.  Attack Detection for Load Frequency Control Systems Using Stochastic Unknown Input Estimators , 2018, IEEE Transactions on Information Forensics and Security.

[116]  Charles E. Fosha,et al.  Optimum Megawatt-Frequency Control of Multiarea Electric Energy Systems , 1970 .

[117]  Hassan Bevrani,et al.  On Virtual inertia Application in Power Grid Frequency Control , 2017 .

[118]  Gerald B. Sheblé,et al.  AGC simulator for price-based operation. I. A model , 1997 .

[119]  Ashu Verma,et al.  Accurate modelling of discrete AGC controllers for interconnected power systems , 2017 .

[120]  Hassan Bevrani,et al.  Optimal Energy Storage System-Based Virtual Inertia Placement: A Frequency Stability Point of View , 2020, IEEE Transactions on Power Systems.

[121]  Qi Wang,et al.  Integrating Model-Driven and Data-Driven Methods for Power System Frequency Stability Assessment and Control , 2019, IEEE Transactions on Power Systems.

[122]  Dirk Van Hertem,et al.  Receding Horizon Control of Wind Power to Provide Frequency Regulation , 2017, IEEE Transactions on Power Systems.

[123]  C. Concordia,et al.  Efect of Speed-Governor Dead Band on Tie-Line Power and Frequency Control Performance , 1957, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[124]  Yasunori Mitani,et al.  Bilateral based robust load frequency control , 2005 .

[125]  Le-Ren Chang-Chien,et al.  Estimation of /spl beta/ for adaptive frequency bias setting in load frequency control , 2003 .

[126]  Nikos D. Hatziargyriou,et al.  Performance of the linear and binary algorithm of virtual synchronous generators for the emulation of rotational inertia , 2015 .

[127]  Innocent Kamwa,et al.  Improved Optimal Decentralized Load Modulation for Power System Primary Frequency Regulation , 2018, IEEE Transactions on Power Systems.

[128]  Mehdi Rahmani,et al.  LMI-Based Robust Predictive Load Frequency Control for Power Systems With Communication Delays , 2017, IEEE Transactions on Power Systems.

[129]  C. T. Pan,et al.  An Adaptive Controller for Power System Load-Frequency Control , 1989, IEEE Power Engineering Review.

[130]  Efren Guillo-Sansano,et al.  Tuningless Load Frequency Control Through Active Engagement of Distributed Resources , 2018, IEEE Transactions on Power Systems.

[131]  Jiabing Hu,et al.  Analysis of Low-Frequency Stability in Grid-Tied DFIGs by Nonminimum Phase Zero Identification , 2018, IEEE Transactions on Energy Conversion.

[132]  Ieee Standards Board IEEE recommended definitions of terms for automatic generation control on electric power systems , 1991 .

[133]  Marco Raugi,et al.  Analysis of the Impact of Microgrid Penetration on Power System Dynamics , 2017, IEEE Transactions on Power Systems.

[134]  N. Jaleeli,et al.  NERC's new control performance standards , 1999 .

[135]  Jovica V. Milanovic,et al.  Validation of Equivalent Dynamic Model of Active Distribution Network Cell , 2013, IEEE Transactions on Power Systems.

[136]  Yilu Liu,et al.  Fast and Accurate Frequency Response Estimation for Large Power System Disturbances Using Second Derivative of Frequency Data , 2020, IEEE Transactions on Power Systems.

[137]  Karl H. Johansson,et al.  Distributed Frequency Control Through MTDC Transmission Systems , 2015, IEEE Transactions on Power Systems.

[138]  Yuan-Kang Wu,et al.  Frequency Regulation at a Wind Farm Using Time-Varying Inertia and Droop Controls , 2018, IEEE Transactions on Industry Applications.

[139]  P. Kundur,et al.  Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions , 2004, IEEE Transactions on Power Systems.

[140]  Guglielmo Frigo,et al.  Impact of Synchrophasor Estimation Algorithms in ROCOF-Based Under-Frequency Load-Shedding , 2020, IEEE Transactions on Power Systems.

[141]  B. H. Bakken,et al.  Automatic generation control in a deregulated power system , 1998 .

[142]  Stelios Timotheou,et al.  Minimal Load Shedding Using the Swing Equation , 2017 .

[143]  Federico Milano,et al.  Frequency Divider , 2017, IEEE Transactions on Power Systems.

[144]  Charles E. Fosha,et al.  The Megawatt-Frequency Control Problem: A New Approach Via Optimal Control Theory , 1970 .

[145]  Hassan Bevrani,et al.  Emulation of Virtual Inertia to Accommodate Higher Penetration Levels of Distributed Generation in Power Grids , 2019, IEEE Transactions on Power Systems.

[146]  Manoj Fozdar,et al.  Hybrid islanding detection method and priority-based load shedding for distribution networks in the presence of DG units , 2017 .

[147]  S. Singh,et al.  A Modified TLS-ESPRIT-Based Method for Low-Frequency Mode Identification in Power Systems Utilizing Synchrophasor Measurements , 2011, IEEE Transactions on Power Systems.

[148]  Chanwit Boonchuay,et al.  Improving Regulation Service Based on Adaptive Load Frequency Control in LMP Energy Market , 2014, IEEE Transactions on Power Systems.

[149]  Yasunori Mitani,et al.  Power System Monitoring and Control , 2014 .

[150]  Mohammad Shahidehpour,et al.  Smart Deregulated Grid Frequency Control in Presence of Renewable Energy Resources by EVs Charging Control , 2018, IEEE Transactions on Smart Grid.

[151]  Pedro Rodriguez,et al.  Virtual Synchronous Power Strategy for Multiple HVDC Interconnections of Multi-Area AGC Power Systems , 2017, IEEE Transactions on Power Systems.

[152]  D.G. Infield,et al.  Stabilization of Grid Frequency Through Dynamic Demand Control , 2007, IEEE Transactions on Power Systems.

[153]  H. Bevrani,et al.  Statistical Cooperative Power Dispatching in Interconnected Microgrids , 2013, IEEE Transactions on Sustainable Energy.

[154]  K. Uhlen,et al.  Estimation of Power System Inertia From Ambient Wide Area Measurements , 2018, IEEE Transactions on Power Systems.