Optimal Voltage and Frequency Control in Solar Integrated Power Network

  • Vineet Kumar Electrical Engineering Department, NIT Hamirpur, H.P., India
  • Veena Sharma Electrical Engineering Department, NIT Hamirpur, H.P., India
  • R. Naresh Electrical Engineering Department, NIT Hamirpur, H.P., India
  • Vineet Kumar Electrical Engineering Department, NIT Hamirpur, H.P., India
Keywords: Frequency control, automatic voltage control, linear quadratic, optimal control, robustness

Abstract

This study presents the modelling and simulation of a single area power system network containing three different generating sources, solar thermal power plant (STPP), thermal, and diesel power plants. The simultaneous frequency and voltage control problem has been investigated using Linear Quadratic Regulator (LQR) and State Feedback based Sliding Mode Control (SF-SMC) design. Also, the integration of Particle Swarm Optimization (PSO) has been considered for the selection of LQR cost function weight matrices and SMC control parameters. Proper selection of LQR and SF-SMC parameters allows the controllers to handle the complexities involved in a very efficient manner and also augments necessary robustness in the controller design. The transient performance of the PSO based LQR and SF-SMC controlled system has been assessed in terms of time-domain performance indices, and it has been compared with the conventional PID and 2-DOF PID controllers. Additionally, the robustness of the proposed controllers has been tested and verified after contemplating variation in model parameters.

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Author Biographies

Vineet Kumar, Electrical Engineering Department, NIT Hamirpur, H.P., India

Vineet Kumar born in Uttar Pradesh in 1994. He received his B. Tech. Degree in Electrical and Electronics Engineering from UCER, Greater Noida, India in 2015, the M. tech degree in Signal Processing and Control from NIT Hamirpur, India in 2019. He is currently a research scholar in Electrical Engineering Department, NIT Hamirpur, India. He is working on combined voltage and frequency control in power system.

Veena Sharma, Electrical Engineering Department, NIT Hamirpur, H.P., India

Veena Sharma received her B. Tech degree in Electrical Engineering from REC Hamirpur, Himachal Pradesh, India, in 1990, and M. Tech degree in Instrumentation and Control Engineering from Punjab Agricultural University Ludhiana, India, in 1993 and PhD from Punjab Technical University, Jalandhar, in 2006. She is currently working as an Associate Professor in EED, NIT, Hamirpur, H.P., India. She has a variety of academic papers that have been published in national and international journals. She has worked in the electric power sector as a consultant. Power system optimization, power generation, process, and control are some of her research interests.

R. Naresh, Electrical Engineering Department, NIT Hamirpur, H.P., India

R. Naresh received a bachelor’s degree in electrical engineering from Thapar Institute of Engineering and Technology in 1987, a master’s degree in power systems from PEC in Chandigarh in 1990, and a doctorate in electrical engineering from the University of Roorkee in India in 1999. Now serving as a professor at the NIT Hamirpur, H. P. He has a variety of research papers published in reputable journals. He has been offering consulting services to the electric power industry for a long time.

Vineet Kumar, Electrical Engineering Department, NIT Hamirpur, H.P., India

Vineet Kumar was born in the city of Lucknow in the year 1991. In 2013, he obtained his B. Tech. in Electrical and Electronics Engineering from ABES, Ghaziabad, India, and in 2017 he received his M. Tech. in Power System from NIT Hamirpur, India. He is currently a research scholar at NIT Hamirpur’s Electrical Engineering Department. He works in the power system’s Unit Commitment area.

References

H. Saadat, “Power System Analysis”, McGraw-Hill, 2004.

P. Kundur, “Power System Stability and Control”, McGraw-Hill, 1993.

Y. Sharma and L. C. Saikia, “Automatic generation control of a multi-area ST – thermal power system using grey wolf optimizer algorithm based classical controllers”, Int. J. Electr. Power Energy Syst., Vol. 73, pp. 853–862, 2015.

D. Guha, P. K. Roy, and S. Banerjee, “Load frequency control of interconnected power system using grey wolf optimization”, Swarm and Evolutionary Computation, Elsevier, Vol. 27, pp. 97–115, 2016.

Dash P., Sakia L.C., and Sinha N. “Automatic generation control of multi area thermal system using bat algorithm optimized PD–PID cascade controller”, Int. J. Electr. Power Energy Syst., Vol. 68, pp. 364–372, 2015.

P. Dahiya, V. Sharma, and R. Naresh, “Automatic generation control using disrupted oppositional based gravitational search algorithm optimised sliding mode controller under de-regulated environment”, IET Gener. Transm. Distrib., Vol. 10, pp. 3995–4005, 2016.

Singh Amita and Sharma V. “Salp swarm algorithm-based model predictive controller for frequency regulation of solar integrated power system”, Neural Computing and Applications, Vol. 31, pp. 8859–8870, 2019.

Vineet Kumar, Veena Sharma & R. Naresh, “HHO-based Model Predictive Controller for Combined Voltage and Frequency Control Problem Including SMES,” IETE Journal of Research, pp. 1–15, 2021. DOI: 10.1080/03772063.2021.1908180

S. Panda, B.K. Sahu, and P.K. Mohanty, “Design and performance analysis of PID controller for an automatic voltage regulator system using simplified particle swarm optimization”, J. Franklin Inst., pp. 2609–2625, 2012.

S. Kansit and W. Assawinchaichote, “Optimization of PID controller based on PSOGSA for an automatic voltage regulator system”, Procedia Comput. Sci. 86, pp. 87–90, 2016.

A. Kumar and G. Shankar, “Priority based optimization of PID controller for automatic voltage regulator system using gravitational search algorithm”, Proc. IEEE RDCAPE, Noida, India, pp. 292–297, 2015.

Z. Bingul and O. Karahan, “A novel performance criterion approach to optimum design of PID controller using cuckoo search algorithm for AVR system”, J. Franklin Inst., Vol. 355(13), pp. 5534–5559, 2018.

A. Sikander, P. Thakur, R.C. Bansal, and S. Rajasekar, “A novel technique to design cuckoo search based FOPID controller for AVR in power systems”, Comput. Electr. Eng., Vol. 70, pp. 261–274, 2018.

V. Kumar and V. Sharma, “Automatic Voltage Regulator with Particle Swarm Optimized Model Predictive Control Strategy”, 2020 First IEEE International Conference on Measurement, Instrumentation, Control and Automation (ICMICA), Kurukshetra, India, pp. 1–5, 2020.

E. Rakhshani, K. Rouzbehi, and S. Sadeh, “A new combined model for simulation of mutual effects between LFC and AVR loops”, Asia-Pacific Power and Energy Engineering Conference, Wuhan, pp. 1–5, 2009.

R. Rajbongshi and L. C. Saikia, “Combined control of voltage and frequency of multi-area multisource system incorporating solar thermal power plant using LSA optimised classical controllers”, IET Generation, Transmission & Distribution, Vol. 11(10), pp. 2489–2498, 2017.

K. R. M. Vijaya Chandrakala and S. Balamurugan, “Simulated annealing based optimal frequency and terminal voltage control of multi-source multi area system”, Int. J. Electr. Power Energy Syst., Vol. 78, pp. 823–829, 2016.

CH. Naga Sai Kalyan and G. Sambasiva Rao, “Frequency and voltage stabilisation in combined load frequency control and automatic voltage regulation of multiarea system with hybrid generation utilities by AC/DC links”, International Journal of Sustainable Energy, Vol. 39(10), pp. 1009–1029, 2020.

K. C. S. Thampatty and A. Parol, “Design of linear quadratic regulator for SCIG based wind farm to damp SSR oscillations”, 2017 IEEE Region 10 Symposium (TENSYMP), Cochin, pp. 1–5, 2017.

M. Moradi, A. Ahmadi and S. Abhari, “Optimal control based feedback linearization for position control of DC motor”, 2010 2nd International Conference on Advanced Computer Control, Shenyang, pp. 312–316, 2010.

V. Kumar, V. Sharma, O. P. Rahi and U. Kumar, “Optimal Position Tracking for an AC Servomotor Using Linear Quadratic and Model Predictive Control”, 2019 4th International Conference on Information Systems and Computer Networks (ISCON), Mathura, India, pp. 240–244, 2019.

S. M. M. Anvar, I. Hassanzadeh and G. Alizadeh, “Design and implementation of sliding mode-state feedback control for stabilization of Rotary Inverted Pendulum”, ICCAS 2010, Gyeonggi-do, pp. 1952–1957, 2010.

V. Sharma, V. Kumar, R. Naresh and V. Kumar, “Automatic Voltage Regulator System with State-Feedback and PID based Sliding Mode Control Design,” 2021 International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), pp. 1–6, 2021.

J. Kennedy and R. Eberhart, “Particle swarm optimization”, Proc. IEEE Int. Conf. Neural Networks, Vol. 4, pp. 1942–1948, 1995.

S. Tiwari, A. Kumar and S. Sengupta, “Voltage Stability Analysis with a Novel Hybrid Controller using Shunt and Series Combination of FACTS Device”, 2018 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), Bangalore, India, pp. 885–890, 2018.

Tiwari, S. and Kumar, A, “Reconfiguration and Optimal Micro-Phasor Unit Placement in a Distribution System Using Taguchi-Binary Particle Swarm Optimization”, Arab J Sci Eng., Vol. 46, pp. 1213–1223, 2020.

Kumar V., Sharma R.N., Sikarwar S.K., “Multi-area Economic Dispatch Using Dynamically Controlled Particle Swarm Optimization”, In: Singh S., Wen F., Jain M. (eds) Advances in Energy and Power Systems. Lecture Notes in Electrical Engineering, vol. 508. Springer, Singapore, pp. 151–163, 2018.

H. Yang, Y. Li, L. Yang and Q. Wu, “An Improved Particle Swarm Optimization Algorithm Based on Entropy and Fitness of Particles”, 2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA), Phuket, Thailand, pp. 492–496, 2020.

V. Shanmugasundaram, T. Jayabarathi, “A Fuzzy Approach of Autonomous Power Generating Systems,” Procedia Engineering, Vol. 38, pp. 753–762, 2012.

Gupta, M., Srivastava, S. and Gupta, J.R.P. “A Novel Controller for Model with Combined LFC and AVR Loops of Single Area Power System,” J. Inst. Eng. India Ser. B 97, pp. 21–29, 2016.

Nath V, Sambariya DK. “Analysis of AGC and AVR for single area and double area power system using fuzzy logic control,” International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering. Vol. 4(7), pp. 6501–6511, 2015.

Published
2022-02-22
Section
Articles