A comprehensive state of the art literature survey on LFC mechanism for power system

Over the past few decades, many publications have been made in the area of Load frequency control (LFC) of interconnected power systems. Load frequency control is necessary to develop better control in order to achieve less effect on the frequency and tie line power deviations after a load perturbation. However, number of control strategies has been employed in the design of load frequency controllers in order to achieve a better dynamic response and the exact choice of the LFC controller in a particular case requires sufficient expertise because each controller has its own merits and demerits. Due to this, an appropriate review of load frequency control (LFC) mechanism is essential and a few attempts have been made in this concern. This paper presents a detailed survey on load frequency control (LFC) mechanism. The overall study explores the depth study issues related to LFC mechanism based on different sources of power system models. This paper focused on different control techniques of LFC, which also includes all the recent application of FACTS devices. This review reveals the investigation of soft computing based optimization technique and application of Energy Storage System (ESS) and HVDC-link in LFC. These studies also illustrates conventional power system, deregulated of power environment as well as distributed generation and micro grids. This paper is designed in order to highlight the major traits of Load forecasting and some critical case studies on LFC.

[1]  Reza Noroozian,et al.  SMES and CES controllers design for load frequency stabilization in two-area interconnected system , 2011, 2011 19th Iranian Conference on Electrical Engineering.

[2]  Hassan Bevrani,et al.  Fuzzy Logic-Based Load-Frequency Control Concerning High Penetration of Wind Turbines , 2012, IEEE Systems Journal.

[3]  Sidhartha Panda,et al.  A hybrid BFOA–MOL approach for FACTS-based damping controller design using modified local input signal , 2015 .

[4]  G. Shirai.  Load frequency control using a governor and voltage controls vis a new approach , 1978, Proceedings of the IEEE.

[5]  E. Rakhshani,et al.  Load Frequency Control of Multi-Area Restructured Power System , 2008, 2008 Joint International Conference on Power System Technology and IEEE Power India Conference.

[6]  Xiaodong Wang,et al.  Cooperative Control of Power System Load and Frequency by Using Differential Games , 2015, IEEE Transactions on Control Systems Technology.

[7]  R. Sathya,et al.  Effect of SMES Unit in a Restructured Power System Considering GDB Non - Linearity , 2015 .

[8]  Saifur Rahman,et al.  Two-loop controller for maximizing performance of a grid-connected photovoltaic-fuel cell hybrid power plant , 1998 .

[9]  L. V. Suresh Kumar,et al.  Application of modular multilevel converter for AGC in an interconnected power system , 2016 .

[10]  Deyou Yang,et al.  A hybrid method and its applications to analyse the low frequency oscillations in the interconnected power system , 2013 .

[11]  C. S. Ozveren,et al.  An enhanced neural network load frequency control technique , 1994 .

[12]  C. W. Ross.  Error Adaptive Control Computer for Interconnected Power Systems , 1966 .

[13]  Y. L. Abdel-Magid,et al.  Optimal AGC tuning with genetic algorithms , 1996 .

[14]  Om P. Malik,et al.  Microprocessor-based adaptive load-frequency control , 1984 .

[15]  I. A. Chidambaram,et al.  PI2 controller based coordinated control with Redox Flow Battery and Unified Power Flow Controller for improved Restoration Indices in a deregulated power system , 2016 .

[16]  Pavol Bauer,et al.  Aggregation of plug-in electric vehicles in distribution networks for primary frequency control , 2014, 2014 IEEE International Electric Vehicle Conference (IEVC).

[17]  Wen Tan,et al.  Decentralized active disturbance rejection Control for LFC in deregulated environments , 2014, Proceedings of the 33rd Chinese Control Conference.

[18]  Ranjit Roy,et al.  Load frequency control of interconnected restructured power system along with DFIG and coordinated operation of TCPS-SMES , 2010, 2010 Joint International Conference on Power Electronics, Drives and Energy Systems & 2010 Power India.

[19]  H.G. Kwatny,et al.  An optimal tracking approach to load-frequency control , 1975, IEEE Transactions on Power Apparatus and Systems.

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

[21]  Madeleine Gibescu,et al.  Sizing and allocation of frequency restoration reserves for LFC Block cooperation , 2015 .

[22]  Abolfazl Jalilvand,et al.  A power control strategy to improve power system stability in the presence of wind farms using FACTS devices and predictive control , 2017 .

[23]  C. R. Fuerte-Esquivel,et al.  Solution of Power Flow With Automatic Load-Frequency Control Devices Including Wind Farms , 2012, IEEE Transactions on Power Systems.

[24]  J. Nanda,et al.  Transactions on Power Apparatus and Systems , Vol . PAS-1 O 0 , No . 5 , May 1981 SAMPLED-DATA AUTOMATIC GENERATION CONTROL OF INTERCONNECTED REHEAT THERMAL SYSTEMS CONSIDERING GENERATION RATE CONSTRAINTS , 2006 .

[25]  Somnath Pan,et al.  A new PID load frequency controller design method in frequency domain through direct synthesis approach , 2015 .

[26]  Mohammad Reza Jahed-Motlagh,et al.  Robust decentralized load frequency control of multi-area power system via performance limitations using LMIs , 2014, Fifth International Conference on Intelligent Control and Information Processing.

[27]  Nikos D. Hatziargyriou,et al.  Decision Trees-Aided Active Power Reduction of a Virtual Power Plant for Power System Over-Frequency Mitigation , 2015, IEEE Transactions on Industrial Informatics.

[28]  P. Kumar,et al.  Two area LFC model reduction , 1998, Proceedings of IEEE TENCON '98. IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control (Cat. No.98CH36229).

[29]  Binod Kumar Sahu,et al.  Application of TLBO algorithm to study the performance of automatic generation control of a two-area multi-units interconnected power system , 2015, 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES).

[30]  Cheng Guo,et al.  Research on DFIGs' participation in frequency regulation and penetration ratio of wind power integration , 2014, 2014 International Conference on Power System Technology.

[31]  Engin Yesil,et al.  Interval type-2 fuzzy PID load frequency controller using Big Bang-Big Crunch optimization , 2014, Appl. Soft Comput..

[32]  K. M. Nor,et al.  A robust adaptive predictive load frequency controller to compensate for model mismatch , 2010, 2010 4th International Power Engineering and Optimization Conference (PEOCO).

[33]  Lalit Chandra Saikia,et al.  AGC of a multi-area interconnected system with FACTS and firefly optimized 2DOF PID controller , 2014, Proceedings of The 2014 International Conference on Control, Instrumentation, Energy and Communication (CIEC).

[34]  Nilanjan Dey,et al.  Artificial Intelligence in Performance Analysis of Load Frequency Control in Thermal-Wind-Hydro Power Systems , 2015 .

[35]  T. W. Reddoch,et al.  A Method for Determining How to Operate and Control Wind Turbine Arrays in Utility Systems , 1985, IEEE Transactions on Power Apparatus and Systems.

[36]  Debirupa Hore,et al.  An Analysis of Two Area Load Frequency Control with Different Types of Feedback Controllers , 2014 .

[37]  Judith B. Cardell,et al.  Market Integration of Distributed Resources Through Coordinated Frequency and Price Droop , 2014, IEEE Transactions on Smart Grid.

[38]  T. W. Reddoch,et al.  An Assessment of Load Frequency Control Impacts Caused by Small Wind Turbines , 1983, IEEE Power Engineering Review.

[39]  Youyi Wang,et al.  Robust load-frequency controller design for power systems , 1993 .

[40]  E. Rakhshani,et al.  Application of power system stabilizer in a combined model of LFC and AVR loops to enhance system stability , 2010, 2010 International Conference on Power System Technology.

[41]  Le Xie,et al.  Towards a Unified Operational Value Index of Energy Storage in Smart Grid Environment , 2012, IEEE Transactions on Smart Grid.

[42]  Barjeev Tyagi,et al.  Artificial neural network based multi area Automatic Generation Control scheme for a competitive electricity market environment , 2009, 2009 International Conference on Power Systems.

[43]  C. Brewer,et al.  Performance of a predictive automatic load-dispatching system , 1968 .

[44]  Poonam Rani,et al.  Automatic Load Frequency Control Of Two Area Power System Using Genetic Algorithm , 2013 .

[45]  Surya Prakash,et al.  Neuro fuzzy hybrid intelligent approach for four -area load frequency control of interconnected power system , 2012, 2012 2nd International Conference on Power, Control and Embedded Systems.

[46]  D.M.V. Kumar.  Intelligent controllers for automatic generation control , 1998, Proceedings of IEEE TENCON '98. IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control (Cat. No.98CH36229).

[47]  Allen J. Wood,et al.  Power Generation, Operation, and Control , 1984 .

[48]  Akash Saxena,et al.  Automatic generation control of two area interconnected power system using Genetic algorithm , 2012, 2012 IEEE International Conference on Computational Intelligence and Computing Research.

[49]  Tomonobu Senjyu,et al.  Balancing control method by dispersed generators based on H∞ control theory in DC power feeding system , 2011 .

[50]  Kumars Rouzbehi,et al.  A New Combined Model for Simulation of Mutual Effects between LFC and AVR Loops , 2009, 2009 Asia-Pacific Power and Energy Engineering Conference.

[51]  M. Soheilirad,et al.  PID controller adjustment for MA-LFC by using Imperialist Competitive Algorithm , 2013, 2013 IEEE 7th International Power Engineering and Optimization Conference (PEOCO).

[52]  K. Tomsovic,et al.  Application of linear matrix inequalities for load frequency control with communication delays , 2004, IEEE Transactions on Power Systems.

[53]  Huang Chao-Hui,et al.  A method for micro-gird automatic generation control , 2011, 2011 International Conference on Electronics, Communications and Control (ICECC).

[54]  Nand Kishor,et al.  Small-Signal Analysis of Hybrid Distributed Generation System with HVDC-Link and Energy Storage Elements , 2009, 2009 Second International Conference on Emerging Trends in Engineering & Technology.

[55]  Hassan Bevrani,et al.  Intelligent automatic generation control: Multi-agent Bayesian networks approach , 2010, 2010 IEEE International Symposium on Intelligent Control.

[56]  H. Shayeghi,et al.  Application of ANN technique based on μ-synthesis to load frequency control of interconnected power system , 2006 .

[57]  R. P. Aggarwal,et al.  Suboptimal and near-optimal control of a load-frequency-control system , 1972 .

[58]  Rabindra Kumar Sahu,et al.  Design and analysis of hybrid firefly algorithm-pattern search based fuzzy PID controller for LFC of multi area power systems , 2015 .

[59]  M. Abedi,et al.  Decentralized Cooperative Control Strategy of Microsources for Stabilizing Autonomous VSC-Based Microgrids , 2012, IEEE Transactions on Power Systems.

[60]  Yusuf Al-Turki,et al.  A comparative study of medium-weather-dependent load forecasting using enhanced artificial/fuzzy neural network and statistical techniques , 1998, Neurocomputing.

[61]  Gang Zheng,et al.  Multiclass support vector machines for power system disturbances classification based on wide-area frequency measurements , 2011, 2011 Proceedings of IEEE Southeastcon.

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

[63]  G. Sheblé,et al.  Power generation operation and control — 2nd edition , 1996 .

[64]  Li Pingkang,et al.  Some new concepts in modern automatic generation control realization , 1998, POWERCON '98. 1998 International Conference on Power System Technology. Proceedings (Cat. No.98EX151).

[65]  Banaja Mohanty,et al.  TLBO optimized sliding mode controller for multi-area multi-source nonlinear interconnected AGC system , 2015 .

[66]  M. Mohamed Thameem Ansari,et al.  Load frequency control using Bat inspired algorithm based dual mode gain scheduling of PI controllers for interconnected power system , 2015 .

[67]  S. C. Tripathy,et al.  Sampled data automatic generation control with superconducting magnetic energy storage in power systems , 1997 .

[68]  T.S. Bhatti,et al.  Load Frequency Control of an Isolated Small-Hydro Power Plant With Reduced Dump Load , 2006, IEEE Transactions on Power Systems.

[69]  Sakti Prasad Ghoshal,et al.  Comparative performance evaluation of SMES–SMES, TCPS–SMES and SSSC–SMES controllers in automatic generation control for a two-area hydro–hydro system , 2011 .

[70]  Yang Mi,et al.  Decentralized Sliding Mode Load Frequency Control for Multi-Area Power Systems , 2013, IEEE Transactions on Power Systems.

[71]  Kalyan Chatterjee,et al.  FACTS BASED CONTROLLER FOR INTERCONNECTED HYDROTHERMAL POWER SYSTEM , 2012 .

[72]  Krishan Arora,et al.  Automatic Generation Control for Interconnected Hydro-thermal System with the help of Conventional Controllers , 2012 .

[73]  G.I. Samorodov,et al.  An Analytical Method for Reliability Evaluation of Two Interconnected Power Systems , 2006, 2006 International Conference on Probabilistic Methods Applied to Power Systems.

[74]  M. Tripathy,et al.  NSGA-II based optimal control scheme of wind thermal power system for improvement of frequency regulation characteristics , 2015 .

[75]  Sanjib Kumar Panda,et al.  A Plug and Play Operational Approach for Implementation of an Autonomous-Micro-Grid System , 2012, IEEE Transactions on Industrial Informatics.

[76]  Lalit Chandra Saikia,et al.  Automatic generation control of multi-area hydro system using classical controllers , 2012, 2012 1st International Conference on Power and Energy in NERIST (ICPEN).

[77]  Hassan Bevrani,et al.  Robust Frequency Control in an Islanded Microgrid: H∞ and μ-Synthesis Approaches , 2016, IEEE Trans. Smart Grid.

[78]  A. Feliachi.  Optimal Decentralized Load Frequency Control , 1987, IEEE Power Engineering Review.

[79]  Almoataz Y. Abdelaziz,et al.  Capacitor placement for net saving maximization and system stability enhancement in distribution networks using artificial bee colony-based approach , 2014 .

[80]  İlhan Kocaarslan,et al.  Load frequency control in two area power systems using fuzzy logic controller , 2005 .

[81]  Chul-Hwan Kim,et al.  A Frequency-Control Approach by Photovoltaic Generator in a PV–Diesel Hybrid Power System , 2011, IEEE Transactions on Energy Conversion.

[82]  Alireza Yazdizadeh,et al.  Decentralized load frequency control using a new robust optimal MISO PID controller , 2012 .

[83]  Chandan Kumar Shiva,et al.  A novel quasi-oppositional harmony search algorithm for automatic generation control of power system , 2015, Appl. Soft Comput..

[84]  Javad Askari,et al.  Load frequency control of interconnected power system using brain emotional learning based intelligent controller , 2011, 2011 19th Iranian Conference on Electrical Engineering.

[85]  W. I. Rowen,et al.  Simplified Mathematical Representations of Heavy-Duty Gas Turbines , 1983 .

[86]  C. Srinivasa Rao.  Adaptive Neuro Fuzzy based Load Frequency Control of multi area system under open market scenario , 2012 .

[87]  M. R. Sathya,et al.  Design of biogeography optimization based dual mode gain scheduling of fractional order PI load frequency controllers for multi source interconnected power systems , 2016 .

[88]  Hassan Bevrani,et al.  Model predictive based load frequency control_design concerning wind turbines , 2012 .

[89]  Wei Wang,et al.  Decentralized load frequency control for two-area interconnected power system , 2015 .

[90]  Mohammad Aldeen,et al.  Decentralised proportional-plus-integral design method for interconnected power systems , 1991 .

[91]  Mohammad Aldeen,et al.  Observability, controllability and decentralized control of interconnected power systems , 1991 .

[92]  Shichao Liu,et al.  Modeling and distributed gain scheduling strategy for load frequency control in smart grids with communication topology changes. , 2014, ISA transactions.

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

[94]  Leslie K. Norford,et al.  Experimental Study of Grid Frequency Regulation Ancillary Service of a Variable Speed Heat Pump , 2016, IEEE Transactions on Power Systems.

[95]  M. Venu Gopala Rao,et al.  Load frequency control of three unit interconnected multimachine power system with PI and fuzzy controllers , 2014, 2014 International Conference on Advances in Electrical Engineering (ICAEE).

[96]  K. R. Sudha,et al.  Load Frequency Control of an Interconnected Reheat Thermal system using Type-2 fuzzy system including SMES units , 2012 .

[97]  Lalit Chandra Saikia,et al.  Automatic generation control of a multi-area ST – Thermal power system using Grey Wolf Optimizer algorithm based classical controllers , 2015 .

[98]  Hui Zhou,et al.  Fuzzy-based load frequency controller for interconnected power system with wind power integration , 2014, 2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE).

[99]  Bill Kennedy,et al.  Solving Turbine Governor Instability at Low-Load Conditions , 2016, IEEE Transactions on Industry Applications.

[100]  Zhan Xu,et al.  Robust analysis and design of load frequency controller for power systems , 2008, 2008 IEEE International Conference on Control Applications.

[101]  Somanath Majhi,et al.  Load frequency control of a realistic power system with multi-source power generation , 2012 .

[102]  Lei Xi,et al.  A novel multi-agent decentralized win or learn fast policy hill-climbing with eligibility trace algorithm for smart generation control of interconnected complex power grids☆ , 2015 .

[103]  Ebrahim Vaahedi,et al.  Evaluation of NERC's BRD frequency control standard in hydroelectric generation , 2015, 2015 IEEE Power & Energy Society General Meeting.

[104]  Ali Mohammad Ranjbar,et al.  Supervisory predictive control of power system load frequency control , 2014 .

[105]  Hassan Bevrani,et al.  Multiobjective design of load frequency control using genetic algorithms , 2012 .

[106]  Lalit Chandra Saikia,et al.  Load frequency control of a hydro-thermal system under deregulated environment using biogeography-based optimised three-degree-of-freedom integral-derivative controller , 2015 .

[107]  Saumya Kr. Gautam,et al.  Improved particle swarm optimization based load frequency control in a single area power system , 2010, 2010 Annual IEEE India Conference (INDICON).

[108]  Hong Liu,et al.  Load frequency control by neural-network-based integral sliding mode for nonlinear power systems with wind turbines , 2016, Neurocomputing.

[109]  Alexandre H. Anzai,et al.  Optimal transient droop compensator and PID tuning for load frequency control in hydro power systems , 2015 .

[110]  E. S. Ali,et al.  BFOA based design of PID controller for two area Load Frequency Control with nonlinearities , 2013 .

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

[112]  R. R. Shoults,et al.  Multi-area adaptive LFC developed for a comprehensive AGC simulator , 1993 .

[113]  R. Jayapal,et al.  Design and comparison of I, PI, PID and Fuzzy logic controller on AGC deregulated power system with HVDC link , 2013, 2013 International conference on Circuits, Controls and Communications (CCUBE).

[114]  Shivam Shukla,et al.  AGC of a multi area gas-thermal system using firefly optimized IDF controller , 2013, 2013 Annual IEEE India Conference (INDICON).

[115]  A. Khaki Seddigh,et al.  Multi-area robust decentralized Load Frequency Controller design in a restructured power system using Quantitative Feedback Theory , 2009, 2009 International Conference on Electric Power and Energy Conversion Systems, (EPECS).

[116]  N. Kamaraj,et al.  Hybrid Neuro Fuzzy approach for automatic generation control in restructured power system , 2016 .

[117]  Leyla ARIOUA,et al.  Large-scale implementation and validation of multivariable control with grid objectives of an HVDC link , 2014, 2014 Power Systems Computation Conference.

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

[119]  Haibo He,et al.  Intelligent load frequency controller using GrADP for island smart grid with electric vehicles and renewable resources , 2015, Neurocomputing.

[120]  J.R. Castro,et al.  Interval Type-2 Fuzzy Logic for Intelligent Control Applications , 2007, NAFIPS 2007 - 2007 Annual Meeting of the North American Fuzzy Information Processing Society.

[121]  Vivekananda Mukherjee,et al.  Automatic generation control of interconnected power system for robust decentralized random load disturbances using a novel quasi-oppositional harmony search algorithm , 2015 .

[122]  Rahul Umrao,et al.  Adaptive Polar Fuzzy logic based Load Frequency Controller , 2015 .

[123]  Lianfang Kong,et al.  A New Model Predictive Control Scheme-Based Load-Frequency Control , 2007, 2007 IEEE International Conference on Control and Automation.

[124]  N. Yadaiah,et al.  Intelligent Decentralized Controllers for Multi Area Power Systems , 2006, 2006 1ST IEEE Conference on Industrial Electronics and Applications.

[125]  Shinichi Iwamoto,et al.  A Load Frequency Control design using the Sliding mode Control Theory and Disturbance observer , 2010, 2010 Conference Proceedings IPEC.

[126]  Smriti Srivastava,et al.  A GMM-GFM Based Controller for LFC and AVR of a Single Area Power System , 2012, 2012 Fifth International Conference on Emerging Trends in Engineering and Technology.

[127]  Meng Xiangyin,et al.  Fuzzy Sliding Mode Load Frequency Control of Multiarea Interconnected Power Systems , 2001 .

[128]  M. EL-Shimy,et al.  Stability-based minimization of load shedding in weakly interconnected systems for real-time applications , 2015 .

[129]  Rabindra Kumar Sahu,et al.  Automatic generation control of multi-area power systems with diverse energy sources using Teaching Learning Based Optimization algorithm , 2016 .

[130]  G.H. Shakouri,et al.  A Novel Neuro-Optimal Approach for Decentralized LFC Design in Multi-Area Power System , 2006, 2006 IEEE International Power and Energy Conference.

[131]  Fangxing Li,et al.  Sensitivity Analysis of Load-Damping Characteristic in Power System Frequency Regulation , 2013, IEEE Transactions on Power Systems.

[132]  Soumyadeep Ray,et al.  Effect of different controllers and capacitive energy storage on two area interconnected power system model using Matlab Simulink , 2014, 2014 First International Conference on Automation, Control, Energy and Systems (ACES).

[133]  Yuan-yih Hsu,et al.  Coordinated Frequency and Voltage Control of Synchronous Generators , 1987, IEEE Transactions on Aerospace and Electronic Systems.

[134]  Loi Lei Lai,et al.  GA optimized PID controllers for automatic generation control of two area reheat thermal systems under deregulated environment , 2008, 2008 Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies.

[135]  Desire Rasolomampionona,et al.  Interaction between phase shifting transformers installed in the tie-lines of interconnected power systems and automatic frequency controllers , 2011 .

[136]  Lingfeng Wang,et al.  Non-Cooperative Decentralized Charging of Homogeneous Households' Batteries in a Smart Grid , 2014, IEEE Transactions on Smart Grid.

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

[138]  Abdul Hanan Abdullah,et al.  Short-term load forecasting using a hybrid model with a refined exponentially weighted fuzzy time series and an improved harmony search , 2014 .

[139]  Fang Zhang,et al.  Design of H2-optimal structured state feedback controller for energy storage systems in power system frequency regulation , 2013, 2013 IEEE Power & Energy Society General Meeting.

[140]  Yong He,et al.  Further Results on Delay-Dependent Stability of Multi-Area Load Frequency Control , 2013, IEEE Transactions on Power Systems.

[141]  Issarachai Ngamroo,et al.  Design of Optimal Fuzzy Logic based PI Controller using Multiple Tabu Search Algorithm for Load Frequency Control , 2006 .

[142]  Hassan Bevrani,et al.  Load–frequency control : a GA-based multi-agent reinforcement learning , 2010 .

[143]  J.L. Loreto,et al.  Automatic Generation Control of the Caruachi Hydroelectric Power Plant , 2006, 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America.

[144]  K.R.M. Vijaya Chandrakala,et al.  Variable structure fuzzy gain scheduling based load frequency controller for multi source multi area hydro thermal system , 2013 .

[145]  Hao Jiang,et al.  MPC-Based Frequency Control With Demand-Side Participation: A Case Study in an Isolated Wind-Aluminum Power System , 2015, IEEE Transactions on Power Systems.

[146]  Sehraneh Ghaemi,et al.  Application of type-2 fuzzy logic system for load frequency control using feedback error learning approaches , 2014, Appl. Soft Comput..

[147]  Alok Sinha,et al.  Optimal sliding mode Gaussian controller for a hydropower plant , 2013, 2013 American Control Conference.

[148]  Paulo F. Ribeiro,et al.  A Predictive Control Scheme for Real-Time Demand Response Applications , 2013, IEEE Transactions on Smart Grid.

[149]  Somanath Majhi,et al.  A new control scheme for PID load frequency controller of single-area and multi-area power systems. , 2013, ISA transactions.

[150]  S. C. Tripathy,et al.  Adaptive automatic generation control with superconducting magnetic energy storage in power systems , 1992 .

[151]  Rabindra Kumar Sahu,et al.  DE optimized fuzzy PID controller with derivative filter for LFC of multi source power system in deregulated environment , 2015 .

[152]  Almoataz Y. Abdelaziz,et al.  Cuckoo Search algorithm based load frequency controller design for nonlinear interconnected power system , 2015 .

[153]  Nizamuddin,et al.  AGC of two area power system interconnected by AC/DC links with diverse sources in each area , 2014 .

[154]  Debapriya Das,et al.  Battery energy storage for load frequency control of an interconnected power system , 2001 .

[155]  Nasser Sadati,et al.  Hierarchical optimal robust load-frequency control for power systems , 2012 .

[156]  K. Nagarjuna,et al.  ADRC for Two-Area LFC , 2014 .

[157]  Hung-Ching Lu,et al.  Sliding mode load-frequency controller design for dynamic stability enhancement of large-scale interconnected power systems , 1999, ISIE '99. Proceedings of the IEEE International Symposium on Industrial Electronics (Cat. No.99TH8465).

[158]  C. Concordia,et al.  Tie-Line Power and Frequency Control of Electric Power Systems - Part II [includes discussion] , 2008, Transactions of the American Institute of Electrical Engineers. Part III: Power Apparatus and Systems.

[159]  Fatemeh Daneshfar,et al.  Intelligent load-frequency control in a deregulated environment: Continuous-valued input, extended classifier system approach , 2013 .

[160]  Nand Kishor,et al.  Proportional–integral controller based small-signal analysis of hybrid distributed generation systems , 2011 .

[161]  T. Funabashi,et al.  A Coordinated Control Method for Leveling PV Output Power Fluctuations of PV–Diesel Hybrid Systems Connected to Isolated Power Utility , 2009, IEEE Transactions on Energy Conversion.

[162]  Rahmat-Allah Hooshmand,et al.  Design of a robust load frequency control using sequential quadratic programming technique , 2012 .

[163]  A. Bensenouci,et al.  Step-Wise Optimum Adaptive Variable-Structure Load-Frequency Control Design Using Simulated Annealing , 2007, 2007 IEEE International Symposium on Industrial Electronics.

[164]  M. Jabbari,et al.  Load frequency control for a two-area HVAC/HVDC power system using hybrid Genetic Algorithm controller , 2012, 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

[165]  Kalyan Chatterjee,et al.  Impact of energy storage system on load frequency control for diverse sources of interconnected power system in deregulated power environment , 2016 .

[166]  A. Kaddouri,et al.  An adaptive fuzzy controller gain scheduling for power system load-frequency control , 2004, 2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04..

[167]  Yuting Wang,et al.  Very Short-Term Load Forecasting: Wavelet Neural Networks With Data Pre-Filtering , 2013, IEEE Transactions on Power Systems.

[168]  S. Mishra,et al.  A novel classical controller for automatic generation control in thermal and hydrothermal systems , 2010, 2010 Joint International Conference on Power Electronics, Drives and Energy Systems & 2010 Power India.

[169]  Lalit Chandra Saikia,et al.  Comparison of performances of several FACTS devices using Cuckoo search algorithm optimized 2DOF controllers in multi-area AGC , 2015 .

[170]  Goshaidas Ray,et al.  H∞ load frequency control of interconnected power systems with communication delays , 2012 .

[171]  I.A. Chidambaram,et al.  Automatic generation control of a two area reheat interconnected power system based on CPS using fuzzy neural network , 2011, 2011 International Conference on Emerging Trends in Electrical and Computer Technology.

[172]  Youyi Wang,et al.  New robust adaptive load-frequency control with system parametric uncertainties , 1994 .

[173]  B. Anand,et al.  Automatic generation control of three area hydro-thermal power systems with electric and mechanical governor , 2014, 2014 IEEE International Conference on Computational Intelligence and Computing Research.

[174]  Kanendra Naidu,et al.  Application of firefly algorithm with online wavelet filter in automatic generation control of an interconnected reheat thermal power system , 2014 .

[175]  Xiangjie Liu,et al.  Neural sliding-mode load frequency controller design of power systems , 2011, Neural Computing and Applications.

[176]  Krishan Arora,et al.  Automatic Generation Control of Multi Area Power Plants with the Help of Advanced Controller , 2015 .

[177]  Goshaidas Ray,et al.  A new approach to the design of robust load-frequency controller for large scale power systems , 1999 .

[178]  C. T. Hsu.  Enhancement of Transient Stability of an Industrial Cogeneration System with Superconducting Magnetic Energy Storage Unit , 2002, IEEE Power Engineering Review.

[179]  Tomonobu Senjyu,et al.  Fuzzy Control of Distributed PV Inverters/Energy Storage Systems/Electric Vehicles for Frequency Regulation in a Large Power System , 2013, IEEE Transactions on Smart Grid.

[180]  F. Schweppe,et al.  Dynamic Equivalents for Average System Frequency Behavior Following Major Distribances , 1972 .

[181]  Prakash Kumar Hota,et al.  Controller parameters tuning of differential evolution algorithm and its application to load frequency control of multi-source power system , 2014 .

[182]  J. Nanda,et al.  Some new findings on automatic generation control of an interconnected hydrothermal system with conventional controllers , 2006, IEEE Transactions on Energy Conversion.

[183]  Orhan Arikan,et al.  Extraction of primary and secondary frequency control from active power generation data of power plants , 2015 .

[184]  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.

[185]  Yang Fu,et al.  The sliding mode load frequency control for hybrid power system based on disturbance observer , 2016 .

[186]  A. Robitaille,et al.  Long-Term Statistical Assessment of Frequency Regulation Reserves Policies in the Québec Interconnection , 2012, IEEE Transactions on Sustainable Energy.

[187]  Yogesh V. Hote,et al.  Fractional order PID controller for load frequency control , 2014 .

[188]  Ali Feliachi,et al.  Integration of a fuel cell into the power system using an optimal controller based on disturbance accommodation control theory , 2004 .

[189]  Michal Kolcun,et al.  Load–frequency control management in island operation , 2014 .

[190]  N. V. Ramana,et al.  LFC scheme for multi area deregulated power system connected with HVDC link , 2012, 2012 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).

[191]  Hassan Yousef,et al.  Adaptive fuzzy logic load frequency control of multi-area power system , 2015 .

[192]  S. Mishra,et al.  Automatic generation control of microgrid using artificial intelligence techniques , 2012, 2012 IEEE Power and Energy Society General Meeting.

[193]  P. Kundur,et al.  Power system stability and control , 1994 .

[194]  Konstantinos O. OUREILIDIS,et al.  Frequency-based control of islanded microgrid with renewable energy sources and energy storage , 2016 .

[195]  Nilanjan Dey,et al.  Application of flower pollination algorithm in load frequency control of multi-area interconnected power system with nonlinearity , 2017, Neural Computing and Applications.

[196]  Kevin Tomsovic,et al.  Distributed Automatic Generation Control Using Flatness-Based Approach for High Penetration of Wind Generation , 2013, IEEE Transactions on Power Systems.

[197]  A. Bensenouci,et al.  Mixed H∞/H2 with pole-placement design of robust LMI-based output feedback controllers for multi-area load frequency control , 2007, EUROCON 2007 - The International Conference on "Computer as a Tool".

[198]  Xiangjie Liu,et al.  Particle swarm optimization sliding mode control on interconnected power system , 2014, Proceedings of the 33rd Chinese Control Conference.

[199]  Kalyan Chatterjee,et al.  Small-signal stability analysis for two-area interconnected power system with load frequency controller in coordination with FACTS and energy storage device , 2016 .

[200]  Atsushi Yona,et al.  Minimal-order observer-based coordinated control method for isolated power utility connected multiple photovoltaic systems to reduce frequency deviations , 2010 .

[201]  Chun-Chang Liu,et al.  Effect of battery energy storage system on load frequency control considering governor deadband and generation rate constraint , 1995 .

[202]  Swagat Pati,et al.  Hybrid differential evolution particle swarm optimisation optimised fuzzy proportional–integral derivative controller for automatic generation control of interconnected power system , 2014 .

[203]  Kalyan Chatterjee,et al.  Design of Dual Mode PI Controller for Load Frequency Control , 2010 .

[204]  M. L. Kothari,et al.  Automatic generation control of an interconnected power system under deregulated environment , 1998, Power Quality '98.

[205]  Om P. Malik,et al.  A load frequency control algorithm based on a generalized approach , 1988 .

[206]  H. Shayeghi,et al.  LFC Design of a Deregulated Power System with TCPS Using PSO , 2009 .

[207]  Y. Mitani,et al.  Power control by superconducting magnetic energy storage for load change compensation and power system stabilization in interconnected power system , 1995, IEEE Transactions on Applied Superconductivity.

[208]  E. Rakhshani,et al.  Simulation of two-area AGC system in a competitive environment using reduced-order observer method , 2008, 2008 5th International Conference on the European Electricity Market.

[209]  Muwaffaq I. Alomoush,et al.  Load frequency control and automatic generation control using fractional-order controllers , 2010 .

[210]  Ali Mohammad Ranjbar,et al.  Robust analysis and design of power system load frequency control using the Kharitonov's theorem , 2014 .

[211]  J. S. Lather,et al.  Multi Area Load Frequency Control Using Particle Swarm Optimization and Fuzzy Rules , 2015 .

[212]  Yang Jin-Shyr,et al.  Short term hydrothermal coordination using multi-pass dynamic programming , 1989 .

[213]  Mohamed Menaa,et al.  Optimal control of frequency and voltage variations using PID controller based on Particle Swarm Optimization , 2015, 2015 4th International Conference on Systems and Control (ICSC).

[214]  Somanath Majhi,et al.  LFC of an interconnected power system with multi-source power generation in deregulated power environment , 2014 .

[215]  R. Verma,et al.  Intelligent Automatic Generation Control of Two-Area Hydrothermal Power System Using ANN and Fuzzy Logic , 2013, 2013 International Conference on Communication Systems and Network Technologies.

[216]  Dipayan Guha,et al.  Load frequency control of interconnected power system using grey wolf optimization , 2016, Swarm Evol. Comput..

[217]  Yasunori Mitani,et al.  Observation of frequency oscillation in western Japan 60 Hz power system based on multiple synchronized phasor measurements , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

[218]  Mark Chow,et al.  Transient Stability Analysis for Sohio Prudhoe Bay Emergency Power System , 1986, IEEE Transactions on Industry Applications.

[219]  M. Deepak.  Analysis of TCPS-SMES coordination in a multi area thermal system with Automatic Generation Control , 2014, 2014 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2014].

[220]  Nedjeljko Peric,et al.  Optimal distribution of load-frequency control signal to hydro power plants , 2010, 2010 IEEE International Symposium on Industrial Electronics.

[221]  Bin Du,et al.  Linear active disturbance rejection-based load frequency control concerning high penetration of wind energy , 2015 .

[222]  Zhu Hengjun,et al.  Genetic algorithm optimization for AGC of multi-area power systems , 2002, 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering. TENCOM '02. Proceedings..

[223]  R. Verma,et al.  Fuzzy gain scheduled automatic generation control of two area multi unit power system , 2013, 2013 Students Conference on Engineering and Systems (SCES).

[224]  Rabindra Kumar Sahu,et al.  A hybrid firefly algorithm and pattern search technique for automatic generation control of multi area power systems , 2015 .

[225]  B. Venkata Prasanth,et al.  New Control Strategy For Improvement Of Transient Behaviour In Multi Area Interconnected Power System With Emphasis On Robust Genetic Algorithm , 2013 .

[226]  Zakariya Al-Hamouz,et al.  A new load frequency variable structure controller using genetic algorithms , 2000 .

[227]  Wayne R. Barcelo.  Effect of Power Plant Response on Optimum Load Frequency Control System Design , 1973 .

[228]  G. Shirai.  Load frequency sampled-data control via Lyapunov's second method , 1981, Proceedings of the IEEE.

[229]  Rajesh Joseph Abraham,et al.  Load following in a deregulated power system with Thyristor Controlled Series Compensator , 2015 .

[230]  Farrokh Aminifar,et al.  Combinational scheme for voltage and frequency recovery in an islanded distribution system , 2016 .

[231]  I. A. Chidambaram,et al.  Control performance standards based load-frequency controller considering redox flow batteries coordinate with interline power flow controller , 2012 .

[232]  Atef Aly El-Emary,et al.  APPLICATION OF STATIC VAR COMPENSATION FOR LOAD FREQUENCY CONTROL , 1997 .

[233]  K. R. Sudha,et al.  Robust decentralized load frequency control of interconnected power system with Generation Rate Constraint using Type-2 fuzzy approach , 2011 .

[234]  Babak Mozafari,et al.  Application of polynomial control to design a robust oscillation-damping controller in a multimachine power system. , 2015, ISA transactions.

[235]  Rabindra Kumar Sahu,et al.  Automatic generation control with thyristor controlled series compensator including superconducting magnetic energy storage units , 2014 .

[236]  Rabindra Kumar Sahu,et al.  Load frequency control with fuzzy-PID controller under restructured environment , 2014, 2014 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT).

[237]  Hossein Afrakhte,et al.  NARMA-L2 controller for three-area load frequency control , 2011, 2011 19th Iranian Conference on Electrical Engineering.

[238]  H. Asano,et al.  Influence of photovoltaic power generation on required capacity for load frequency control , 1996 .

[239]  Magdi S. Mahmoud,et al.  A decentralized reliable automatic generation control , 2009, 2009 International Conference on Electric Power and Energy Conversion Systems, (EPECS).

[240]  Yasunori Mitani,et al.  A new load frequency control approach in an isolated small power systems using coefficient diagram method , 2014 .

[241]  C. M. Liaw,et al.  Design of a reduced-order adaptive load-frequency controller for an interconnected hydrothermal power system , 1994 .

[242]  Wen Tan,et al.  Robust analysis of decentralized load frequency control for multi-area power systems , 2012 .

[243]  Zhengtao Ding,et al.  Decentralised power system load frequency control beyond the limit of diagonal dominance , 2002 .

[244]  George N. Korres,et al.  A distributed implementation of multi-area power system state estimation on a cluster of computers , 2013 .

[245]  Hieu Trinh,et al.  Load-frequency control of interconnected power systems via constrained feedback control schemes , 1994 .

[246]  Devendra K. Chaturvedi,et al.  Short term load forecast using fuzzy logic and wavelet transform integrated generalized neural network , 2015 .

[247]  Jiandong Yang,et al.  Regulation quality for frequency response of turbine regulating system of isolated hydroelectric power plant with surge tank , 2015 .

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

[249]  Xiangjie Liu,et al.  Distributed model predictive load frequency control of multi-area interconnected power system , 2014 .

[250]  J. Wen,et al.  Delay-dependent stability for load frequency control with constant and time-varying delays , 2009, 2009 IEEE Power & Energy Society General Meeting.

[251]  Young-Hyun Moon,et al.  A new paradigm of automatic generation control under the deregulated environments , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[252]  J. C. Geromel,et al.  Decentralised load-frequency control , 1985 .

[253]  Engin Yesil,et al.  Self tuning fuzzy PID type load and frequency controller , 2004 .

[254]  Naresh Kumari,et al.  Frequency control of multi-area power system network using PSO based LQR , 2014, 2014 6th IEEE Power India International Conference (PIICON).

[255]  Sandeep Bhongade,et al.  Participation of DFIG based wind turbine generator in Load Frequency Control with linear quadratic regulator , 2014, 2014 Annual IEEE India Conference (INDICON).

[256]  S. Pandian,et al.  Fuzzy approach for short term load forecasting , 2006 .

[257]  Hong Zhao,et al.  A novel frequency control strategy of micro-source based on the secondary frequency regulation of power system , 2012 .

[258]  Seyyed Mostafa Nosratabadi,et al.  A new coordination strategy of SSSC and PSS controllers in power system using SOA algorithm based on Pareto method , 2015 .

[259]  Mohamed Menaa,et al.  A novel robust automatic generation control in interconnected multi-area power system based on bat inspired algorithm , 2015, 2015 3rd International Conference on Control, Engineering & Information Technology (CEIT).

[260]  Taisuke Masuta,et al.  Supplementary Load Frequency Control by Use of a Number of Both Electric Vehicles and Heat Pump Water Heaters , 2012, IEEE Transactions on Smart Grid.

[261]  I. A. Mohammed,et al.  Polynomial based H∞ robust governor for load frequency control in steam turbine power systems , 2014 .

[262]  Ashwani Kumar,et al.  ATC with ZIP load model – A comprehensive evaluation with third generation FACTS in restructured electricity markets , 2014 .

[263]  Seyed Abbas Taher,et al.  Fractional order PID controller design for LFC in electric power systems using imperialist competitive algorithm , 2014 .

[264]  H. Bevrani,et al.  Decentralized Model Predictive load-frequency control for deregulated power systems in a tough situation , 2011, 2011 IEEE Trondheim PowerTech.

[265]  W. C. Chan,et al.  Multilevel load-frequency control of interconnected power systems , 1978 .

[266]  Krishnan Manickavasagam.  Load Frequency Control of DFIG - Isolated and Grid Connected Mode , 2012 .

[267]  Osman Bulent Tor,et al.  A strategy to enhance AGC performance of power systems that suffer inter-area oscillations and a case study for Turkish power system , 2012 .

[268]  Rabindra Kumar Sahu,et al.  DE optimized parallel 2-DOF PID controller for load frequency control of power system with governor dead-band nonlinearity , 2013 .

[269]  M. Lotfalian,et al.  Modification of Power System Operation for Significant Wind Generation Penetration , 1983, IEEE Power Engineering Review.

[270]  Mahmoud Moghavvemi,et al.  Current state of neural networks applications in power system monitoring and control , 2013 .

[271]  T. K. Sindhu,et al.  Fuzzy logic based load frequency control of grid connected distributed generators , 2015, 2015 International Conference on Technological Advancements in Power and Energy (TAP Energy).

[272]  D. K. Chaturvedi,et al.  Automatic Generation Control with Polar Fuzzy Controller considering generation rate constraint in deregulated power system , 2012, IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM -2012).

[273]  Lei Feng,et al.  PI fuzzy sliding mode load frequency control of multiarea interconnected power systems , 2003, Proceedings of the 2003 IEEE International Symposium on Intelligent Control.

[274]  Vivekananda Mukherjee,et al.  Load Frequency Control of a Two-Area Thermal-Hybrid Power System Using a Novel Quasi-Opposition Harmony Search Algorithm , 2016 .

[275]  Sidhartha Panda,et al.  Automatic generation control of multi-area power system using multi-objective non-dominated sorting genetic algorithm-II , 2013 .

[276]  K. Parthasarathy,et al.  Multilevel load frequency control (a perturbational approach) , 1981, Proceedings of the IEEE.

[277]  Ali Mohammad Ranjbar,et al.  Robust multivariable predictive based load frequency control considering generation rate constraint , 2013 .

[278]  A. N. Jha,et al.  Automatic generation control of interconnected hydro-thermal system in deregulated environment considering generation rate constraints , 2010, 2010 International Conference on Industrial Electronics, Control and Robotics.

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

[280]  Binod Kumar Sahu,et al.  Application of hybrid DEPSO algorithm to study the performance of different PID controller structures for automatic generation control of a two-area multi-units interconnected power system , 2014, 2014 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2014].

[281]  Nand Kishor,et al.  A literature survey on load–frequency control for conventional and distribution generation power systems , 2013 .

[282]  L. Wozniak,et al.  Hydrogenerator system identification using a simple genetic algorithm , 1997 .

[283]  Nand Kishor,et al.  Robust H-infinity load frequency control in hybrid distributed generation system , 2013 .

[284]  Farzan Rashidi,et al.  Design of a robust and adaptive load frequency controller for multi-area power networks with system parametric uncertainties using TDMLP neural network , 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

[285]  E. B. M. Tayeb.  Automation of interconnected power system using fuzzy controller , 2011, 2011 International Conference & Utility Exhibition on Power and Energy Systems: Issues and Prospects for Asia (ICUE).

[286]  Juan I. Pérez-Díaz,et al.  Contribution of a hydraulic short-circuit pumped-storage power plant to the load–frequency regulation of an isolated power system , 2014 .

[287]  Anjan Bose,et al.  Regulation Error in Load Frequency Control , 1980, IEEE Transactions on Power Apparatus and Systems.

[288]  Vladimir Terzija,et al.  Performance investigation of ABC algorithm for automatic generation control of a three area interconnected power system , 2014 .

[289]  G. A. Chown,et al.  Design and experience with a fuzzy logic controller for automatic generation control (AGC) , 1997 .

[290]  Pamela MANJARRES,et al.  Frequency regulation by fuzzy and binary control in a hybrid islanded microgrid , 2015 .

[291]  R. P. Aggarwal,et al.  Damping effects of excitation control in load-frequency control system , 1974 .

[292]  Panos M. Pardalos,et al.  An adaptive fuzzy controller based on harmony search and its application to power plant control , 2013 .

[293]  Milan Calovic,et al.  Linear Regulator Design for a Load and Frequency Control , 1972 .

[294]  M. L. Kothari,et al.  Discrete-Mode Automatic Generation Control of a Two-Area Reheat Thermal System with New Area Control Error , 1989, IEEE Power Engineering Review.

[295]  Ayman Attya,et al.  Utilising stored wind energy by hydro-pumped storage to provide frequency support at high levels of wind energy penetration , 2015 .

[296]  Jiekang Wu,et al.  A New Strategy for Tie-Line Power Regulation of Hydro-Thermal Interconnected Power System Based on Benefit Analysis , 2009, 2009 Asia-Pacific Power and Energy Engineering Conference.

[297]  R. Kulessky,et al.  Identification-based power unit model for load frequency control purposes , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[298]  Ravi Shankar,et al.  Genetic algorithm based controller for Load-Frequency Control of interconnected systems , 2012, 2012 1st International Conference on Recent Advances in Information Technology (RAIT).

[299]  Dipayan Guha,et al.  Optimal Design of Superconducting Magnetic Energy Storage Based Multi-area Hydro-Thermal System Using Biogeography Based Optimization , 2014, 2014 Fourth International Conference of Emerging Applications of Information Technology.

[300]  Guoqiang Hu,et al.  Frequency Regulation of Source-Grid-Load Systems: A Compound Control Strategy , 2016, IEEE Transactions on Industrial Informatics.

[301]  Chandan Kumar Shiva,et al.  A novel quasi-oppositional harmony search algorithm for AGC optimization of three-area multi-unit power system after deregulation , 2016 .

[302]  Yasunori Mitani,et al.  RBF neural network-based online intelligent management of a battery energy storage system for stand-alone microgrids , 2016 .

[303]  S. Arnalte,et al.  Automatic Generation Control of a Wind Farm with Variable Speed Wind Turbines , 2002, IEEE Power Engineering Review.

[304]  S. K. Sinha,et al.  Four area Load Frequency Control of interconnected hydro-thermal power system by Intelligent PID control technique , 2012, 2012 Students Conference on Engineering and Systems.

[305]  T. K. Chatterjee,et al.  SMES Coordinated with SSSC of an Interconnected Thermal System for Load Frequency Control , 2012, 2012 Asia-Pacific Power and Energy Engineering Conference.

[306]  Takashi Hiyama,et al.  Fuzzy logic based multi-functional load frequency control , 2000, 2000 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.00CH37077).

[307]  Aramazd Muzhikyan,et al.  Relative merits of load following reserves & energy storage market integration towards power system imbalances , 2016 .

[308]  Chandan Kumar Shiva,et al.  Automatic generation control of power system using a novel quasi-oppositional harmony search algorithm , 2015 .

[309]  Shahram Jadid,et al.  Stochastic multi-objective tie-line power flow and frequency control in market clearing of multi-area electricity markets considering power system security , 2014 .

[310]  M. A. El-Sharkawy,et al.  Design and allocation of power system stabilizers using the particle swarm optimization technique for an interconnected power system , 2012 .

[311]  Rabindra Kumar Sahu,et al.  A novel hybrid PSO-PS optimized fuzzy PI controller for AGC in multi area interconnected power systems , 2015 .

[312]  Hassan Haes Alhelou,et al.  Comparative study on the performance of many-objective and single-objective optimisation algorithms in tuning load frequency controllers of multi-area power systems , 2016 .

[313]  Ufuk Topcu,et al.  Optimal Load Control via Frequency Measurement and Neighborhood Area Communication , 2013, IEEE Transactions on Power Systems.

[314]  L. Waghmare,et al.  Regression model for tuning the PID controller with fractional order time delay system , 2014 .

[315]  Nasser Hosseinzadeh,et al.  Load Frequency Control of a Multi-Area Power System: An Adaptive Fuzzy Logic Approach , 2014, IEEE Transactions on Power Systems.

[316]  I. A. Chidambaram,et al.  Optimized load-frequency simulation in restructured power system with Redox Flow Batteries and Interline Power Flow Controller , 2013 .

[317]  Ertuğrul Çam,et al.  Fuzzy logic controller in interconnected electrical power systems for load-frequency control , 2005 .

[318]  Chen Peng,et al.  Delay-Distribution-Dependent Load Frequency Control of Power Systems With Probabilistic Interval Delays , 2016, IEEE Transactions on Power Systems.

[319]  D. P. Kothari,et al.  Multi-area load frequency control in a power system using optimal output feedback method , 2010, 2010 Joint International Conference on Power Electronics, Drives and Energy Systems & 2010 Power India.

[320]  Yao Zhang,et al.  On design of a robust load frequency controller for interconnected power systems , 2010, Proceedings of the 2010 American Control Conference.

[321]  Mohamed Menaa,et al.  Optimal load frequency control based on artificial bee colony optimization applied to single, two and multi-area interconnected power systems , 2015, 2015 3rd International Conference on Control, Engineering & Information Technology (CEIT).

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

[323]  F. P. deMello,et al.  Automatic Generation Control Part II-Digital Control Techniques , 1973 .

[324]  Lalit Chandra Saikia,et al.  Automatic generation control of multi-area system using two Degree of Freedom Fractional Order PID Controller: A preliminary study , 2013, 2013 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).

[325]  Ali Feliachi,et al.  Coordinated control of distributed energy resources to support load frequency control , 2015 .

[326]  Proportional–integral/proportional–integral-derivative tuning procedure of a single-phase shunt active power filter using Bode diagram , 2014 .

[327]  Rabindra Kumar Sahu,et al.  A novel hybrid DEPS optimized fuzzy PI/PID controller for load frequency control of multi-area interconnected power systems , 2014 .

[328]  Chia-Feng Juang,et al.  Power system load frequency control with fuzzy gain scheduling designed by new genetic algorithms , 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

[329]  Sunil Kumar Sinha,et al.  Neuro-Fuzzy Computational Technique to Control Load Frequency in Hydro-Thermal Interconnected Power System , 2015 .

[330]  Taher Niknam,et al.  A new intelligent online fuzzy tuning approach for multi-area load frequency control: Self Adaptive Modified Bat Algorithm , 2015 .

[331]  I. Ghatuari,et al.  Performance analysis of automatic generation control of a two area interconnected thermal system with nonlinear governor using PSO and DE algorithm , 2013, 2013 International Conference on Energy Efficient Technologies for Sustainability.

[332]  Rabindra Kumar Sahu,et al.  A novel hybrid gravitational search and pattern search algorithm for load frequency control of nonlinear power system , 2015, Appl. Soft Comput..

[333]  Mohammad Bagher Menhaj,et al.  A New Approach to Reconfigurable Load Frequency Control of Power Systems in Emergency Conditions , 2013 .

[334]  Rabindra Kumar Sahu,et al.  Load frequency control of power system under deregulated environment using optimal firefly algorithm , 2016 .

[335]  Soheil Ganjefar,et al.  PID controller adjustment using chaotic optimisation algorithm for multi-area load frequency control , 2012 .

[336]  Milan S. Calovic,et al.  Automatic generation control: Decentralized area-wise optimal solution , 1984 .

[337]  Akash Singh,et al.  Automatic Generation Control of an Interconnected Power System Before and After Deregulation , 2013 .

[338]  Yuchun Hao,et al.  Load frequency control in deregulated environments via active disturbance rejection , 2015 .

[339]  Somyot Kaitwanidvilai,et al.  A novel robust load frequency controller for a two area interconnected power system using LMI and Compact Genetic Algorithms , 2009, TENCON 2009 - 2009 IEEE Region 10 Conference.

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

[341]  Luigi Martirano,et al.  Efficient Energy Management in Smart Micro-Grids: ZERO Grid Impact Buildings , 2015, IEEE Transactions on Smart Grid.

[342]  Wen Tan,et al.  Unified Tuning of PID Load Frequency Controller for Power Systems via IMC , 2010, IEEE Transactions on Power Systems.

[343]  Wei TIAN,et al.  Droop control method for load share and voltage regulation in high-voltage microgrids , 2016 .

[344]  Mohamed I. Mosaad,et al.  LFC based adaptive PID controller using ANN and ANFIS techniques , 2014 .

[345]  Toshiaki Murata,et al.  Application of self-tuning FPIC to AGC for load frequency control in multi-area power system , 2009, 2009 IEEE Bucharest PowerTech.

[346]  Binod Kumar Sahu,et al.  A novel hybrid LUS–TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system , 2016 .

[347]  A. K. Pal,et al.  AGC in two-area deregulated power system using reinforced learning neural network controller , 2014, 2014 First International Conference on Automation, Control, Energy and Systems (ACES).

[348]  A. von Jouanne,et al.  A methodology to enable wind farm participation in automatic generation control using energy storage devices , 2012, 2012 IEEE Power and Energy Society General Meeting.

[349]  M. York,et al.  Smart Automatic Generation Control , 2012, 2012 IEEE Power and Energy Society General Meeting.

[350]  Weihua Luo,et al.  Automatic Generation Control Strategies under CPS Based on Particle Swarm Optimization Algorithm , 2010, 2010 International Conference on Electrical and Control Engineering.

[351]  Geoffrey Eappen,et al.  Coordination control scheme by SSSC and TCPS with redox flow battery for optimized automatic generation control , 2013, 2013 International Conference on Renewable Energy and Sustainable Energy (ICRESE).

[352]  Rabindra Kumar Sahu,et al.  A hybrid DE–PS algorithm for load frequency control under deregulated power system with UPFC and RFB , 2015 .

[353]  S. C. Tripathy,et al.  Optimisation of load-frequency control parameters for power systems with reheat steam turbines and governor deadband nonlinearity , 1982 .

[354]  Goro Shirai,et al.  Automatic generation control for DC-link power system , 2002, IEEE/PES Transmission and Distribution Conference and Exhibition.

[355]  K. R. Sudha,et al.  Fuzzy C-Means clustering for robust decentralized load frequency control of interconnected power system with Generation Rate Constraint , 2012 .

[356]  Olle I. Elgerd,et al.  Electric Energy Systems Theory: An Introduction , 1972 .

[357]  Balarko Chaudhuri,et al.  Mixed-sensitivity approach to H/sub /spl infin// control of power system oscillations employing multiple FACTS devices , 2003 .

[358]  Ming-Sheng Yang.  Decentralized sliding mode stabilizer design for multi-area interconnected power systems , 2000, ISIE'2000. Proceedings of the 2000 IEEE International Symposium on Industrial Electronics (Cat. No.00TH8543).

[359]  R. Takahashi,et al.  Robust Stabilizing Controllers to Automatic Generation Control for Load Frequency Control Application , 2010 .

[360]  J.A.P. Lopes,et al.  Optimum generation control in wind parks when carrying out system operator requests , 2006, IEEE Transactions on Power Systems.

[361]  Toshio Inoue,et al.  Utilization of battery energy storage system for load frequency control toward large-scale renewable energy penetration , 2012, 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe).

[362]  Lalit Chandra Saikia,et al.  Multi — Area AGC with AC/DC link and BES and Cuckoo Search optimized PID controller , 2015, Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT).

[363]  S.M. Muyeen,et al.  Improvement of load frequency control with fuzzy gain scheduled superconducting magnetic energy storage unit , 2008, 2008 18th International Conference on Electrical Machines.

[364]  Kanendra Naidu,et al.  Multiobjective optimization using weighted sum Artificial Bee Colony algorithm for Load Frequency Control , 2014 .

[365]  Lalit Chandra Saikia,et al.  AGC of an interconnected multi-area hydrothermal system using a neuro-fuzzy controller , 2014, Proceedings of The 2014 International Conference on Control, Instrumentation, Energy and Communication (CIEC).

[366]  Wei-Ting Lin,et al.  Enhancing Frequency Response Control by DFIGs in the High Wind Penetrated Power Systems , 2011, IEEE Transactions on Power Systems.

[367]  Mehrdad Boroushaki,et al.  Load–frequency control of interconnected power system using emotional learning-based intelligent controller , 2012 .

[368]  Tain-Sou Tsay.  Load–frequency control of interconnected power system with governor backlash nonlinearities , 2011 .

[369]  J.A. Jaleel,et al.  Simulation of artificial neural network controller for automatic generation control of hydro electric power system , 2008, TENCON 2008 - 2008 IEEE Region 10 Conference.

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

[371]  Mi Zhou,et al.  An isolated industrial power system driven by wind-coal power for aluminum productions: A case study of frequency control , 2015, 2015 IEEE Power & Energy Society General Meeting.

[372]  David Infield,et al.  Utilisation of alkaline electrolysers to improve power system frequency stability with a high penetration of wind power , 2014 .

[373]  B. Francois,et al.  Dynamic Frequency Control Support by Energy Storage to Reduce the Impact of Wind and Solar Generation on Isolated Power System's Inertia , 2012, IEEE Transactions on Sustainable Energy.

[374]  S. Kalyani,et al.  Load frequency control using battery energy storage system in interconnected power system , 2012, 2012 Third International Conference on Computing, Communication and Networking Technologies (ICCCNT'12).

[375]  Hao Jiang,et al.  Demand Side Frequency Control Scheme in an Isolated Wind Power System for Industrial Aluminum Smelting Production , 2014 .

[376]  M. Hadi Amini,et al.  A novel multi-time-scale modeling for electric power demand forecasting: From short-term to medium-term horizon , 2017 .

[377]  Q. H. Wu,et al.  Delay-Dependent Stability for Load Frequency Control With Constant and Time-Varying Delays , 2009, IEEE Transactions on Power Systems.

[378]  Hong Zhou,et al.  Partially decentralized load frequency control of multi-area power systems in deregulated environments , 2014, Proceeding of the 11th World Congress on Intelligent Control and Automation.

[379]  Yasunori Mitani,et al.  Intelligent Frequency Control in an AC Microgrid: Online PSO-Based Fuzzy Tuning Approach , 2012, IEEE Transactions on Smart Grid.

[380]  Mohamed Menaa,et al.  Optimal load frequency control in interconnected power system using PID controller based on particle swarm optimization , 2014, 2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM).

[381]  S. R. Mohanty,et al.  Iterative linear matrix inequality algorithm based decentralized controller for load frequency control of two-area thermal power systems , 2013, 2013 International Conference on Power, Energy and Control (ICPEC).

[382]  D. Rerkpreedapong,et al.  Decentralized H infinity load frequency control using LMI control toolbox. , 2003 .

[383]  N. Firoz Gandhi,et al.  Load frequency control of interconnected power system in deregulated environment considering generation rate constraints , 2012, IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM -2012).

[384]  Rahmat-Allah Hooshmand,et al.  A NEW PID CONTROLLER DESIGN FOR AUTOMATIC GENERATION CONTROL OF HYDRO POWER SYSTEMS , 2010 .

[385]  B. L. Kaul,et al.  Automatic generation control of an interconnected power system , 1978 .

[386]  Xinbo Ruan,et al.  An Interline DC Power-Flow Controller (IDCPFC) for Multiterminal HVDC System , 2015, IEEE Transactions on Power Delivery.

[387]  H. Bevrani,et al.  Bayesian networks design of load-frequency control based on GA , 2011, The 2nd International Conference on Control, Instrumentation and Automation.

[388]  Chul-Hwan Kim,et al.  A new control methodology of wind farm using short-term ahead wind speed prediction for load frequency control of power system , 2008, 2008 IEEE 2nd International Power and Energy Conference.

[389]  Sakti Prasad Ghoshal,et al.  Load frequency stabilization by coordinated control of Thyristor Controlled Phase Shifters and superconducting magnetic energy storage for three types of interconnected two-area power systems , 2010 .

[390]  Peng Wang,et al.  A phase compensator for SVC supplementary control to eliminate time delay by wide area signal input , 2010 .

[391]  Jawad Talaq,et al.  Adaptive fuzzy gain scheduling for load frequency control , 1999 .

[392]  E. M. Anagnostakis,et al.  Short-term load forecasting based on artificial neural networks parallel implementation , 2002 .

[393]  Sakti Prasad Ghoshal,et al.  Application of GA based optimal integral gains in fuzzy based active power-frequency control of non-reheat and reheat thermal generating systems , 2003 .

[394]  Dinghuan Zhu,et al.  Coordination of storage and generation in power system frequency control using an Hα approach , 2013 .

[395]  Kazuto Yukita,et al.  Automatic generation control using GA considering distributed generation , 2002, IEEE/PES Transmission and Distribution Conference and Exhibition.

[396]  K. M. Muttaqi,et al.  Introducing FOPLC based TCSC in coordination with AGC to improve frequency stability of interconnected multi-source power system , 2015, 2015 Australasian Universities Power Engineering Conference (AUPEC).

[397]  Kenneth A. Loparo,et al.  An Energy Scheduling Algorithm Supporting Power Quality Management in Commercial Building Microgrids , 2016, IEEE Transactions on Smart Grid.

[398]  G. L. Kusic,et al.  Automatic generation control for hydro systems , 1988 .

[399]  Shahram Jadid,et al.  Stochastic multi-objective frequency control in joint energy and reserve markets considering power system security , 2013 .

[400]  Lingling Fan,et al.  Wind farms with HVDC delivery in load frequency control , 2010, IEEE PES T&D 2010.

[401]  Giorgio Quazza,et al.  Noninteracting Controls of Interconnected Electric Power Systems , 1966 .