Adaptive Voltage Regulation Control Strategy in a Stand-Alone Islanded DC Microgrid based on distributed Wind / Photovoltaic / Diesel / Energy Storage Hybrid Energy Conversion System
Article Main Content
An adaptive approach for optimal tuning of a SMC for an automated voltage regulator system is displayed in this study. The approach is centered on hybrid of the GA and MOPSA. In addition, unique objective functions for the controller's parameter optimization are suggested. The performance of the resulting perfect sliding mode controller is confirmed by comparing it to controllers adjusted using various techniques that have been published in the literature. The simulation outcomes indicate that controllers tuned with the projected MOPSO and GA algorithms outperform controllers tuned with existing methods. In addition, a comparison study is performed to select the best controller for use in AVR systems. The suggested algorithm's major benefit is a considerable boost in convergence speed. With step changes and step load modifications in input wind power, the system model with built-in intelligent controller is generated in MATLAB/SIMULINK. The benefits of the recommended intelligent control algorithm are confirmed by comparing the outcomes of the sliding mode controller and the projected MOPSO self-tuned controller. The findings show that the hybrid Wind/PV system's reactive power adjustment capabilities. When used in conjunction with BES, it is extremely successful in optimising the voltage profile although providing active energy to local load.
References
-
Miloud Rezkallah; Sanjeev Singh; Ambrish Chandra; Bhim Singh; Marco Tremblay; Maarouf Saad; Hua Geng ?Comprehensive Controller Implementation for Wind-PV-Diesel Based Standalone Microgrid? IEEE Transactions on Industry Applications, Year: 2019 | Volume: 55, Issue: 5.
Google Scholar
1
-
Ashu Verma; Ram Krishan; Sukumar Mishra ?A Novel PV Inverter Control for Maximization of Wind Power Penetration? IEEE Transactions on Industry Applications, Year: 2018 | Volume: 54, Issue: 6.
Google Scholar
2
-
Ujjwal Kumar Kalla; Bhim Singh; S. Sreenivasa Murthy; Chinmay Jain; Krishan Kant ?Adaptive Sliding Mode Control of Standalone Single-Phase Microgrid Using Hydro, Wind, and Solar PV Array-Based Generation? IEEE Transactions on Smart Grid, Year: 2018 | Volume: 9, Issue: 6.
Google Scholar
3
-
Farheen Chishti; Shadab Murshid; Bhim Singh ?Robust Normalized Mixed-Norm Adaptive Control Scheme for PQ Improvement at PCC of a Remotely Located Wind?Solar PV-BES Microgrid? IEEE Transactions on Industrial Informatics, Year: 2020 | Volume: 16, Issue: 3.
Google Scholar
4
-
Bhim Singh; Rohini Sharma; Seema Kewat ?Robust Control Strategies for SyRG-PV and Wind-Based Islanded Microgrid? IEEE Transactions on Industrial Electronics, Year: 2021 | Volume: 68, Issue: 4.
Google Scholar
5
-
Mohammad B. Shadmand; Robert S. Balog ?Multi-Objective Optimization and Design of Photovoltaic-Wind Hybrid System for Community Smart DC Microgrid? IEEE Transactions on Smart Grid, Year: 2014 | Volume: 5, Issue: 5.
Google Scholar
6
-
R. C. Bansal, ?Automatic Reactive-Power Control of Isolated Wind?Diesel Hybrid Power Systems?, IEEE Transactions on Industrial Electronics, VOL. 53, NO. 4, August 2006.
Google Scholar
7
-
Jinning Liu, Li Zhang, Man Cao, ?Power management and synchronization control of renewable energy microgrid based on STATCOM?, IEEE Conference and Expo on Transportation Electrification Asia-Pacific (ITEC Asia-Pacific), 2014.
Google Scholar
8
-
D. Menniti, A. Pinnarelli, N. Sorrentino, ?An hybrid PV-wind supply system with DStatcom interface for a water-lift station?, International Symposium on Power Electronics Electrical Drives Automation and Motion (SPEEDAM), June 2010.
Google Scholar
9
-
G. Joos, B.T.Ooi, D. McGillis, F.D. Galiana and R. Marceau, ? The Potential of Distributed Generation to Provide Ancillary Services?, Power Engineering Society Summer Meeting, IEEE, July 2000.
Google Scholar
10
-
I. Sefa; N. Altin; S. Ozdemir; O. Kaplan, ?Fuzzy PI controlled inverter for grid interactive renewable energy systems r,? IET Renewable Power Generation, Volume: 9, Issue: 7, Pages: 729 - 738, 2015.
Google Scholar
11
-
Faramarz Karbakhsh, G. B. Gharehpetian, Jafar Milimonfared, Armin Teymoori,? Three Phase Photovoltaic Grid-Tied Inverter Based on Feed-Forward Decoupling Control Using Fuzzy-PI Controller ,?7th Power Electronics, Drive Systems &Technologies Conference , 16-18 Feb. 2016.
Google Scholar
12
-
Daugherity W C, Rathakrishnan B & Yen J, ?Performance evaluation of a self-tuning fuzzy controller,? Proc. IEEE International Conference on Fuzzy Systems, 389-397, 8-12 March 1992.
Google Scholar
13
-
Hasanien HM. Design optimization of PID controller in automatic voltage regulator system using taguchi combined genetic algorithm method. IEEE Syst J 2013;7:825?31.
Google Scholar
14
-
Kim DH. Hybrid GA?BF based intelligent PID controller tuning for AVR system. Appl Soft Comput 2011;11:11?22.
Google Scholar
15
-
Ortiz-Quisbert ME, Duarte-Mermoud MA, Milla F, Castro-Linares R, Lefranc G. Optimal fractional order adaptive controllers for AVR applications. Electr Eng 2018;100:267?83.
Google Scholar
16
-
Pan I, Das S. Frequency domain design of fractional order PID controller for AVR system using chaotic multi-objective optimization. Int J Electr Power Energy Syst 2013;51:106?18.
Google Scholar
17
-
Pan I, Das S. Chaotic multi-objective optimization based design of fractional order PI kD l controller in AVR system. Int J Electr Power Energy Syst 2012;43:393?407.
Google Scholar
18
-
Gaing ZL. A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Trans Energy Convers 2004;19:384?91.
Google Scholar
19
-
Sahib MA, Ahmed BS. A new multiobjective performance criterion used in PID tuning optimization algorithms. J Adv Res 2016;7:125?34.
Google Scholar
20
-
Zamani M, Karimi-Ghartemani M, Sadati N, Parniani M. Design of a fractional order PID controller for an AVR using particle swarm optimization. Control Eng Pract 2009;17:1380?7.
Google Scholar
21
-
Ekinci S, Hekimoglu B. Improved kidney-inspired algorithm approach for tuning of PID controller in AVR system. IEEE Access 2019;7:39935?47.
Google Scholar
22
-
Mosaad AM, Attia MA, Abdelaziz AY. Whale optimization algorithm to tune PID and PIDA controllers on AVR system. Ain Shams Eng J 2019;10:755?67.
Google Scholar
23
-
Bingul Z, Karahan O. A novel performance criterion approach to optimum design of PID controller using cuckoo search algorithm for AVR system. J Franklin Inst 2018;355:5534?59.
Google Scholar
24
-
Sikander A, Thakur P, Bansal RC, Rajasekar S. A novel technique to design cuckoo search based FOPID controller for AVR in power systems. Comput Electr Eng 2018;70:261?74.
Google Scholar
25
-
Blondin MJ, Sicard P, Pardalos PM. Controller Tuning Approach with robustness, stability and dynamic criteria for the original AVR System. Math Comput Simul 2019;163:168?82.
Google Scholar
26
-
Blondin MJ, Sanchis J, Sicard P, Herrero JM. New optimal controller tuning method for an AVR system using a simplified Ant Colony Optimization with a new constrained Nelder-Mead algorithm. Appl Soft Comput 2018;62:216?29.
Google Scholar
27
-
Chatterjee S, Mukherjee V. PID controller for automatic voltage regulator using teaching-learning based optimization technique. Int J Electr Power Energy Syst 2016;77:418?29.
Google Scholar
28
-
Panda S, Sahu BK, Mohanty PK. Design and performance analysis of PID controller for an automatic voltage regulator system using simplified particle swarm optimization. J Franklin Inst 2012;349:2609?25.
Google Scholar
29
-
Dos Santos Coelho L. Tuning of PID controller for an automatic regulator voltage system using chaotic optimization approach. Chaos, Solitons Fractals 2009;39:1504?14.
Google Scholar
30
-
?elik E, Durgut R. Performance enhancement of automatic voltage regulator by modified cost function and symbiotic organisms search algorithm. Eng Sci Technol Int J 2018;21:1104?11.
Google Scholar
31
-
Gozde H, Taplamacioglu MC. Comparative performance analysis of artificial bee colony algorithm for automatic voltage regulator (AVR) system. J Franklin Inst 2011;348:1927?46.
Google Scholar
32
-
Zhang D-L, Tang Y-G, Guan X-P. Optimum design of fractional order PID controller for an AVR system using an improved artificial bee colony algorithm. Acta Autom Sin 2014;40:973?9.
Google Scholar
33
-
Mosaad AM, Attia MA, Abdelaziz AY. Comparative performance analysis of AVR controllers using modern optimization techniques. Electr Power Compon Syst 2018;46:2117?30.
Google Scholar
34
-
Chatterjee A, Mukherjee V, Ghoshal SP. Velocity relaxed and craziness-based swarm optimized intelligent PID and PSS controlled AVR system. Int J Electr Power Energy Syst 2009;31:323?33.
Google Scholar
35
-
Tang Y, Cui M, Hua C, Li L, Yang Y. Optimum design of fractional order PI kD l controller for AVR system using chaotic ant swarm. Expert Syst Appl 2012;39:6887?96.
Google Scholar
36
-
Zhu H, Li L, Zhao Y, Guo Y, Yang Y. CAS algorithm-based optimum design of PID controller in AVR system. Chaos, Solitons Fractals 2009;42:792?800.
Google Scholar
37
-
Zeng GQ, Chen J, Dai YX, Li LM, Zheng CW, Chen MR. Design of fractional order PID controller for automatic regulator voltage system based on multi-objective extremal optimization. Neurocomputing 2015;160:173?84.
Google Scholar
38
Most read articles by the same author(s)
-
Adel Elgammal,
Curtis Boodoo,
Improving Power Quality and Mitigation of Harmonic Distortion Impact at Photovoltaic Electric Vehicle Charging System , European Journal of Electrical Engineering and Computer Science: Vol. 5 No. 1 (2021) -
Adel Elgammal,
Tagore Ramlal,
Adaptive Demand-Side Management Algorithm for Grid-Integrated PV-Wind-Battery-Hydrogen Systems Using Model Predictive Control , European Journal of Electrical Engineering and Computer Science: Vol. 7 No. 6 (2023) -
Adel Elgammal,
Curtis Boodoo,
Optimal Hybrid Filtering Strategy Using Adaptive Genetic-Fuzzy Logic Control for Harmonics Reduction in a Standalone Micro Hydroelectric Power Plant Coordinated with a PV System , European Journal of Electrical Engineering and Computer Science: Vol. 5 No. 4 (2021) -
Adel Elgammal,
Tagore Ramlal,
Optimal Voltage Compensation of Small Hydropower Grid Linked Structure Centered on PV-STATCOM Smart Inverter , European Journal of Electrical Engineering and Computer Science: Vol. 5 No. 5 (2021) -
Adel Elgammal,
Miguel Jagessar,
Optimal Control Strategy for a Marine Current Farm Integrated with a Hybrid PV System/Offshore Wind/Battery Energy Storage System , European Journal of Electrical Engineering and Computer Science: Vol. 4 No. 4 (2020)





