OPTIMAL LOAD FREQUENCY CONTROL OF INTERLINKED NONLINEAR POWER SYSTEM INTEGRATED WITH SMES-TCSC AND HVDC

Authors

  • Vivek Nath Department of Electrical Engineering, University College of Engineering, RTU, 342010 Kota, Rajasthan, India

DOI:

https://doi.org/10.11113/aej.v14.21323

Keywords:

Super Conducting Magnetic Energy Storage (SMES), Thyristor-Controlled Series Capacitor (TCSC), PD-PID Controller, GRC, GDB

Abstract

In this article Multi-Area Multi-Source Interconnected Power System (MAMS-IPS) incorporated with an Automatic Voltage Regulator (AVR) in both the areas is considered for Load Frequency Control (LFC) study. Nonlinearity such as Governor Rate Constraints (GRC), Governor Dead Band (GDB), and Boiler are introduced with the thermal reheat generating unit. The effect of energy storage device (SMES) and fact device (TCSC) on the dynamic responses of IPS is also tested. PD-PID controller is suggested along with PID/PI-PD controller for minimizing the Automatic Control Error (ACE). The parameters of the proposed controller are optimized through a nature-inspired algorithm (PSO). PD-PID is superior then other suggested PID/PI-PD controllers. Objective functions ITAE, IAE, ISE, and ITSE are taken into consideration for finding the optimized values of the suggested controller as well as of TCSC and SMES devices. A step load of 10% is applied in both IPS areas. The rigidness of the suggested controller is verified by varying the loading condition of the IPS. A 10% increment in step load form is introduced for each area. The effect of renewable energy sources such as solar and a wind unit is also taken into consideration in this article. Varying step input is applied to this renewable unit to absorb its effect on the output responses of MAMS-IPS. The superiority of the PD-PID controller is verified by comparing its result with the recently published optimal controllers results described in the literature. SMES helps in improving the dynamic responses of the MAMS-IPS. Based on performance indices and Settling-time (ST) results of proposed controllers are compared with each other. For commenting on the stability of the introduced Power system (PS) eigenvalue analysis is also conducted. MATLAB version 2018 @ simulation software is used for simulation and for creating .m files

References

S. K. Pandey, S. R. Mohanty, and N. Kishor, 2013, "A literature survey on load–frequency control for conventional and distribution generation power systems," Renewable and Sustainable Energy Reviews,Elsevier, 25(4): 318-334, doi: 10.1016/j.rser.2013.04.02.

A. Sree Vidya, V. Bharath Kumar, Y. V. Pavan Kumar, D. John Pradeep, and C. Pradeep Reddy, 2023, "Design of Automatic Load Frequency Control Loop Using Classical PID Control Methods," Springer Nature Singapore, in Control Applications in Modern Power Systems, 3(2): 153-176, doi: 10.1007/978-981-19-7788-6_11.

S. Debbarma, L. C. Saikia, and N. Sinha, 2014, "Robust two-degree-of-freedom controller for automatic generation control of multi-area system," International Journal of Electrical Power & Energy Systems, 63(4): 878-886, doi: 10.1016/j.ijepes.2014.06.053.

E. Çelik, N. Ozturk, Y. Arya, and C. Ocak, 2021, "(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems," Neural Computing and Applications, 33(4): 1-12, doi: 10.1007/s00521-021-06168-3.

N. K. Gupta, M. K. Kar, and A. K. Singh, 2022, "Design of a 2-DOF-PID controller using an improved sine–cosine algorithm for load frequency control of a three-area system with nonlinearities," Protection and Control of Modern Power Systems, 7(1): 23-33, doi: 10.1186/s41601-022-00255-w.

P. N. Topno and S. Chanana, 2018, "Load frequency control of a two-area multi-source power system using a tilt integral derivative controller," Journal of Vibration and Control, 24(1): 110–125, doi: 10.1177/1077546316634562.

D. Tripathy, A. K. Barik, N. B. D. Choudhury, and B. K. Sahu, 2019, "Performance Comparison of SMO-Based Fuzzy PID Controller for Load Frequency Control," Singapore,Springer Singapore, in Soft Computing for Problem Solving, 14(4): 879-892, doi: 10.1007/978-981-13-1595-4_70.

D. Sambariya and V. Nath,2016. "Load frequency control using fuzzy logic based controller for multi-area power system," British Journal of Mathematics & Computer Science,13(5): 1-19, doi: 10.9734/BJMCS/2016/22899.

V. Nath and D. Sambariya, 2015, "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, 7(4): 6501-6511, doi: 10.15662/ijareeie.2015.0407075.

V. Nath and D. K. Sambariya, 2016, "Design and performance analysis of adaptive neuro fuzzy controller for load frequency control of multi-power system," International Conference on Intelligent Systems and Control (ISCO), 16(4): 1-7, doi: 10.1109/ISCO.2016.7726986.

D. K. Sambariya and V. Nath, 2016, "Application of NARMA L2 controller for load frequency control of multi-area power system," International Conference on Intelligent Systems and Control (ISCO), 16 (4): 1-7, doi: 10.1109/ISCO.2016.7726987.

D. Sambariya and V. Nath, 2015, "Optimal control of automatic generation with automatic voltage regulator using particle swarm optimization," Universal Journal of Control and Automation, 3(4): 63-71 , doi: 10.13189/ujca.2015.030401

P. Bhatt, R. Roy, and S. Ghoshal, 2011, "Comparative performance evaluation of SMES–SMES, TCPS–SMES and SSSC–SMES controllers in automatic generation control for a two-area hydro–hydro system," International Journal of Electrical Power & Energy Systems, 33(10): 1585-1597, doi: 10.1016/j.ijepes.2010.12.015.

D. K. Lal and A. K. Barisal, 2017, "Comparative performances evaluation of FACTS devices on AGC with diverse sources of energy generation and SMES," Cogent Engineering, 4 (1): 131-139, doi: 10.1080/23311916.2017.1318466.

M. Sharma, S. Prakash, and S. Saxena, 2021,"Robust Load Frequency Control Using Fractional order TID-PD Approach Via Salp Swarm Algorithm," IETE Journal of Research, 69(5): 2710-2726 , doi: 10.1080/03772063.2021.1905084.

R. K. Sahu, T. S. Gorripotu, and S. Panda, 2015, "A hybrid DE–PS algorithm for load frequency control under deregulated power system with UPFC and RFB," Ain Shams Engineering Journal, 6(3): 893-911, doi: 10.1016/j.asej.2015.03.011.

R. Shankar, R. Bhushan, and K. Chatterjee, 2016, "Small-signal stability analysis for two-area interconnected power system with load frequency controller in coordination with FACTS and energy storage device," Ain Shams Engineering Journal,7(2): 603-612, doi: 10.1016/j.asej.2015.06.009.

P. C. Pradhan, R. K. Sahu, and S. Panda, 2015, "Firefly algorithm optimized fuzzy PID controller for AGC of multi-area multi-source power systems with UPFC and SMES," Engineering Science and Technology, an International Journal,19(1): 338-354, doi: 10.1016/j.jestch.2015.08.007.

C. Kalyan and G. S. Rao, 2020, "Coordinated SMES and TCSC Damping Controller for Load Frequency Control of Multi Area Power System with Diverse Sources," International Journal on Electrical Engineering&Informatics, 12(4): 1-14 doi: 15676/ijeei.2020.12.4.4.

D. K. Lal, A. K. Barisal, and M. Tripathy, "Load frequency control of Multi Source Multi-Area nonlinear power system with DE-PSO Optimized Fuzzy pid controller in coordination With SSSC and RFB," International journal Control and Automation, 11(7): 61-80, doi: 10.14257/ijca.2018.11.7.06.

R. K. Khadanga and A. Kumar, 2019 "Analysis of PID controller for the load frequency control of static synchronous series compensator and capacitive energy storage source-based multi-area multi-source interconnected power system with HVDC link," International Journal of Bio-Inspired Computation, 13(2): 131-139, doi: 10.1504/IJBIC.2019.098413.

G. Paliwal, K. Parkh, and R. Jangid, 2020, "Load Frequency Control of Multi-Area Multi Source Power System by Gray Wolf Optimization Technique," International Journal of Research in Engineering, Science and Management 12(4): 1-12, 10.1016/j.asoc.2023.110135.

N. S. Kalyan and G. Sambasiva Rao, 2020, "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, (39)10: 1009-1029, doi: 10.1080/14786451.1797740.

C. N. S. Kalyan, B. srikanth, and C.H Reddy, 2022, "Comparative performance assessment of different energy storage devices in combined LFC and AVR analysis of multi-area power system," Energies, 15(2): 629-645, doi: 10.3390/en15020629.

Vigya, C. K. Shiva, B. Vedik, and V. Mukherjee, 2023, "Comparative analysis of PID and fractional order PID controllers in automatic generation control process with coordinated control of TCSC," Energy Systems, 14(1): 133-170, doi: 10.1007/s12667-021-00457-5.

S. Mishra, A. K. Barisal, and B. C. Babu, 2019, "Invasive weed optimization-based automatic generation control for multi-area power systems," International Journal of Modelling and Simulation,39(3):190-202,doi:10.1080/02286203.2018.1554403.

M. A. R. Shafei, A. N. Abd Alzaher, and D. K. Ibrahim, 2020, "Enhancing load frequency control of multi-area multi-sources power system with renewable units and including nonlinearities," Indonesian Journal of Electrical Engineering and ComputerScience,19(1):108-118,doi:10.11591/ijeecs.v19.i1.

D. Guha, P. K. Roy, and S. Banerjee, 2018, "Application of backtracking search algorithm in load frequency control of multi-area interconnected power system," Ain Shams Engineering Journal, 9(2): 257-276, doi: 10.1016/j.asej.2016.01.004.

A. Daraz, S. A. Malik, H. Mokhlis, I. U. Haq, G. F. Laghari, and N. N. Mansor, 2020, "Fitness dependent optimizer-based automatic generation control of multi-source interconnected power system with non-linearities," IEEE ACCESS, 8(3): 100989-101003, 2020, doi: 10.1109/ACCESS.2020.2998127.

S. Tripathy, R. Balasubramanian, and P. Nair, 1992, "Effect of superconducting magnetic energy storage on automatic generation control considering governor deadband and boiler dynamics," IEEE Transactions on Power systems, 7(3): 1266-1273, doi: 10.1109/59.207343.

A. Pappachen and A. P. Fathima, 2019, "Impact of SMES–TCSC Combination in a Multi‑Area Deregulated Power System with GA‑Based PI Controller," Journal of Control, Automation and Electrical Systems, 14(3): 1-13, doi: 10.1007/s40313-019-00492-9.

M. Nandia, C. K. Shivab, and V. Mukherjeeb, 2017, "Frequency stabilization of multi-area multi-source interconnected power system using TCSC and SMES mechanism," Journal of Energy Storage, 6(2): 1-15 , doi: 10.1016/j.est.2017.10.018.

Srinivasarathnam, C. Yammani, and S. Maheswarapu, 2019, "Load Frequency Control of Multi-microgrid System considering Renewable Energy Sources Using Grey Wolf Optimization," Smart-Science, 12(2): 1-21, doi: 10.1080/23080477.2019.1630057.

S. A. M. Abdelwahab, M. Mohamed, M. Ebeed, and W. S. Abdellatif, 2022, "Equilibrium Optimizer and FLC of Two Area Load Frequency control with Multi-Source Generators System," International Journal of Renewable Energy Research (IJRER), (12)4: 2180-2188, doi: 10.1080/15567036.1898496.

R.S. Ponnurangam, and Rajapandiyan, 2021, "Impact of demand management with load frequency control in distribution network with high penetration of renewable energy source," International Transaction on Electrical Energy System, 12(3): 1-31, doi: 10.1002/2050-7038.13066.

M. K. Debnath, T. Jena, and R. K. Mallick, 2016 "Novel PD-PID cascaded controller for automatic generation control of a multi-area interconnected power system optimized by grey wolf optimization (GWO)," IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES) 6(3): 1-6, doi: 10.1109/ICPEICES.2016.7853271.

P. Satapathy, M. K. Debnath, and P. K. Mohanty, 2018, "Design of PD-PID Controller with Double Derivative Filter for Frequency Regulation," IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES) 6(2): 1142-1147, doi: 10.1109/ICPEICES.2018.8897276.

B. Dhanasekaran, J. Kaliannan, A. Baskaran, N. Dey, and J. M. R. Tavares, 2023, "Load Frequency Control Assessment of a PSO-PID Controller for a Standalone Multi-Source Power System," Technologies, 11(1): 1-22, doi: 10.3390/technologies11010022.

V. Dhawane and D. Bichkar, 2020, "Load frequency control optimization using PSO based integral controller," International Journal of Recent Technology and Engineering (IJRTE), 8(6): 97-103, doi: 10.35940/ijrte.E6749.038620.

A. M. A. Soliman, M. Bahaa, and M. A. Mehanna, 2023, "PSO tuned interval type-2 fuzzy logic for load frequency control of two-area multi-source interconnected power system," Scientific Reports, 13(3): 1-15, doi: 10.1038/s41598-023-35454-4.

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Published

2024-08-31

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How to Cite

OPTIMAL LOAD FREQUENCY CONTROL OF INTERLINKED NONLINEAR POWER SYSTEM INTEGRATED WITH SMES-TCSC AND HVDC. (2024). ASEAN Engineering Journal, 14(3), 123-136. https://doi.org/10.11113/aej.v14.21323