Implementation of Swarm Intelligence Algorithms in Designing Optimized PI Controller for Zeta Converter for Enhanced Performance

Zaman, Md. Safwan; Sami, Samiur Rahman; Ahmed, Zubayer

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dc.contributor.author	Zaman, Md. Safwan
dc.contributor.author	Sami, Samiur Rahman
dc.contributor.author	Ahmed, Zubayer
dc.date.accessioned	2023-04-13T06:20:12Z
dc.date.available	2023-04-13T06:20:12Z
dc.date.issued	2022-05-30
dc.identifier.citation	[1] Wilson, Thomas G. "The evolution of power electronics." IEEE Transactions on Power electronics 15.3 (2000): 439-446. [2] Blaabjerg, Frede, Tomislav Dragicevic, and Pooya Davari. "Applications of power electronics." (2019): 465. [3] Gheisarnejad, Meysam, Hamed Farsizadeh, and Mohammad Hassan Khooban. "A novel non-linear deep reinforcement learning controller for DC/DC power buck converters." IEEE Transactions on Industrial Electronics (2020). [4] Bose, Bimal K. "Power electronics-an emerging technology." IEEE Transactions on Industrial electronics 36.3 (1989): 403-412. [5] Babu, P. Ramesh, S. Ram Prasath, and R. Kiruthika. "Simulation and performance analysis of CCM Zeta converter with PID controller." 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015]. IEEE, 2015. [6] R. W. Erickson and D. Maksimovic, Fundamentals of Power Electronics, 2nd ed., Kluwer Academic Publishers, 2001. [7] Middlebrook, Richard D., and Slobodan Ćuk. "A general unified approach to modelling switching-converter power stages." International Journal of Electronics Theoretical and Experimental 42.6 (1977): 521-550. [8] Vuthchhay, Eng, and Chanin Bunlaksananusorn. "Dynamic modeling of a Zeta converter with State-Space averaging technique." 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology. Vol. 2. IEEE, 2008. [9] . Nagarajan, R., et al. "Implementation of PI Controller for Boost Converter in PV System." International Journal of Advanced Research in Management, Architecture, Technology and Engineering (IJARMATE) 11 (2016): 6-10. [10] Selvi, R. Kalai, and R. Suja Mani Malar. "A bridgeless Luo converter-based speed control of switched reluctance motor using Particle Swarm Optimization (Pso) tuned proportional integral (Pi) controller." Microprocessors and Microsystems 75 (2020): 103039. [11] Chakraborty, Amrita, and Arpan Kumar Kar. "Swarm intelligence: A review of algorithms." Nature-inspired computing and optimization (2017): 475-494. [12] Sun, Weifeng, et al. "A survey of using swarm intelligence algorithms in IoT." Sensors 20.5 (2020): 1420. [13] Bansal, Jagdish Chand. "Particle swarm optimization." Evolutionary and swarm intelligence algorithms. Springer, Cham, 2019. 11-23. [14] Dorigo, Marco, and Thomas Stützle. "Ant colony optimization: overview and recent advances." Handbook of metaheuristics (2019): 311-351. [15] Santana Jr, Clodomir J., et al. "A novel binary artificial bee colony algorithm." Future Generation Computer Systems 98 (2019): 180-196. [16] Wang, Chun-Feng, and Wen-Xin Song. "A novel firefly algorithm based on gender difference and its convergence." Applied Soft Computing 80 (2019): 107-124. [17] Pérez-Delgado, María-Luisa. "Color image quantization using the shuffled-frog leaping algorithm." Engineering Applications of Artificial Intelligence 79 (2019): 142-158. [18] Bayat, Farhad, Maziyar Karimi, and Asghar Taheri. "Robust output regulation of Zeta converter with load/input variations: LMI approach." Control Engineering Practice 84 (2019): 102-111. [19] Arun, S., and T. Manigandan. "Design of ACO based PID controller for zeta converter using reduced order methodology." Microprocessors and Microsystems 81 (2021): 103629. [20] Thirumeni, Mariammal, and Deepa Thangavelusamy. "Design and analysis of hybrid PSO–GSA tuned PI and SMC controller for DC–DC Cuk converter." IET Circuits, Devices & Systems 13.3 (2019): 374-384. [21] . Sonmez, Yusuf, et al. "Improvement of buck converter performance using artificial bee colony optimized-pid controller." Journal of Automation and Control Engineering 3.4 (2015). [22] . Dhivya, P., and K. Ranjith Kumar. "MPPT based control of sepic converter using firefly algorithm for solar PV system under partial shaded conditions." 2017 International Conference on Innovations in Green Energy and Healthcare Technologies (IGEHT). IEEE, 2017. [23] Sivakumar, S., et al. "An assessment on performance of DC–DC converters for renewable energy applications." Renewable and Sustainable Energy Reviews 58 (2016): 1475-1485. [24] Taghvaee, M. H., et al. "A current and future study on non-isolated DC–DC converters for photovoltaic applications." Renewable and sustainable energy reviews 17 (2013): 216-227. [25] Baharudin, Nor Hanisah, et al. "Topologies of DC-DC converter in solar PV applications." Indonesian Journal of Electrical Engineering and Computer Science 8.2 (2017): 368-374. 67 [26] Dave, Mitulkumar R., and K. C. Dave. "Analysis of boost converter using PI control algorithms." International Journal of Engineering Trends and Technology 3.2 (2012): 71-73. [27] Mohan Ned, Undeland Tore M. and Robbins William P. ,"Power Electronics ,Converters Applications and Design", John Wiley & Sons, Inc., Book, 1995. [28] C. K. Tse and K. M. Adams, "Qualitative analysis and control of a DC-to-DC Boost Converter Operating in Discontinuous Mode", IEEE Transactions on Power Electronics, Vol. 5, No. 3, July 1999, Pp 323-330. [29] Ejury, Jens. "Buck converter design." Infineon Technologies North America (TFNA) Corn Desion Note 1 (2013). [30] Redl, Richard, Brian P. Erisman, and Zoltan Zansky. "Optimizing the load transient response of the buck converter." APEC'98 Thirteenth Annual Applied Power Electronics Conference and Exposition. Vol. 1. IEEE, 1998. [31] Duong, Minh Quan, et al. "Design and simulation of PI-type control for the Buck Boost converter." 2017 International Conference on Energy and Environment (CIEM). IEEE, 2017. [32] Durgadevi, Subbiah, and Mallapu Gopinath Umamaheswari. "Analysis and design of single phase power factor correction with DC–DC SEPIC Converter for fast dynamic response using genetic algorithm optimised PI controller." IET Circuits, Devices & Systems 12.2 (2018): 164-174. [33] Eng, Vuthchhay, Unnat Pinsopon, and Chanin Bunlaksananusorn. "Modeling of a SEPIC converter operating in continuous conduction mode." 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology. Vol. 1. IEEE, 2009. [34] Chen, Zengshi. "PI and sliding mode control of a Cuk converter." IEEE Transactions on Power Electronics 27.8 (2012): 3695-3703. [35] H. Sira-Ramirez and R. Silva-Origoza, Control Design Techniques in Power Electronics Devices. New Mexico: Springer, 2006 [36] Kazimierczuk, Marian K., and Jacek J. Jozwik. "Optimal topologies of resonant DC/DC converters." IEEE transactions on aerospace and electronic systems 25.3 (1989): 363-372. [37] Babu, P. Ramesh, S. Ram Prasath, and R. Kiruthika. "Simulation and performance analysis of CCM Zeta converter with PID controller." 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015]. IEEE, 2015. [38] . Oommen, Sujo, et al. "Zeta Converter Simulation for Continuous Current Mode Operation." International Journal of Advanced Research in Engineering and Technology 10.1 (2020): 2019. [39] Nishat, Mirza Muntasir, et al. "An Optimal Design of PID controller for DC-DC Zeta converter using Particle Swarm Optimization." 2020 23rd International Conference on Computer and Information Technology (ICCIT). IEEE, 2020. [40] Vuthchhay, Eng, and Chanin Bunlaksananusorn. "Modeling and control of a Zeta converter." The 2010 International Power Electronics Conference-ECCE ASIA-. IEEE, 2010. [41] Babu, P. Ramesh, S. Ram Prasath, and R. Kiruthika. "Simulation and performance analysis of CCM Zeta converter with PID controller." 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015]. IEEE, 2015. [42] Davoudi, Ali, Juri Jatskevich, and Tom De Rybel. "Numerical state-space average-value modeling of PWM DC-DC converters operating in DCM and CCM." IEEE Transactions on power electronics 21.4 (2006): 1003-1012. [43] Ahmad, Ali H., and Nashwan Saleh Sultan. "Design and Implementation of controlled Zeta Converter power supply." American Journal of Electrical and Electronic Engineering 2.3 (2014): 121-128. [44] Babu, P. Ramesh, S. Ram Prasath, and R. Kiruthika. "Simulation and performance analysis of CCM Zeta converter with PID controller." 2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015]. IEEE, 2015. [45] Wang, Dongshu, Dapei Tan, and Lei Liu. "Particle swarm optimization algorithm: an overview." Soft Computing 22.2 (2018): 387-408. [46] Sabanci, Kadir, and Selami Balci. "Development of an expression for the output voltage ripple of the DC-DC boost converter circuits by using particle swarm optimization algorithm." Measurement 158 (2020): 107694. [47] Chen, Wei-Neng, et al. "A novel set-based particle swarm optimization method for discrete optimization problems." IEEE Transactions on evolutionary computation 14.2 (2009): 278- 300. [48] Deželak, Klemen, et al. "Proportional-Integral Controllers Performance of a Grid-Connected Solar PV System with Particle Swarm Optimization and Ziegler–Nichols Tuning Method." Energies 14.9 (2021): 2516. [49] Shi, Yuhui. "Particle swarm optimization: developments, applications and resources." Proceedings of the 2001 congress on evolutionary computation (IEEE Cat. No. 01TH8546). Vol. 1. IEEE, 2001. 68 [50] Kennedy J, Eberhart RC (1995) Particle swarm optimization. In: Proceeding of the IEEE international conference on neural networks, Piscataway, NJ, pp 1942–1948 [51] Sundareswaran, K., Kiran Kuruvinashetti, and P. S. Nayak. "Application of Particle Swarm Optimization for output voltage regulation of dual input buck-boost converter." 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE). IEEE, 2014 [52] Sundareswaran, K., Kiran Kuruvinashetti, and P. S. Nayak. "Application of Particle Swarm Optimization for output voltage regulation of dual input buck-boost converter." 2014 International Conference on Green Computing Communication and Electrical Engineering (ICGCCEE). IEEE, 2014 [53] Osman, I.H. and Laporte, G. (1996). Metaheuristics: A bibliography. Annals of Operations Research. Vol. 63, pp 513-623. [54] Altabeeb, Asma M., et al. "Solving capacitated vehicle routing problem using cooperative firefly algorithm." Applied Soft Computing 108 (2021): 107403. [55] Blum, C. and Roli, A. (2003). Metaheuristics in combinatorial optimization: Overview and conceptual comparison. Journal in ACM Computing Surveys. Vol. 35, Issue 3, pp 268-308. [56] Bonabeau, E. (2003). Swarm Intelligence. O’reilly Emerging Technology Conference. [57] Bonabeau, E. (2003). Swarm Intelligence. O’reilly Emerging Technology Conference. [58] Johari, Nur Farahlina, et al. "Firefly algorithm for optimization problem." Applied Mechanics and Materials. Vol. 421. Trans Tech Publications Ltd, 2013. [59] Yang, Xin-She. "Firefly algorithm, stochastic test functions and design optimisation." International journal of bio-inspired computation 2.2 (2010): 78-84. [60] Yang, Xin-She, and Xingshi He. "Firefly algorithm: recent advances and applications." International journal of swarm intelligence 1.1 (2013): 36-50 [61] Kannan, G., D. Padma Subramanian, and RT Udaya Shankar. "Reactive power optimization using firefly algorithm." Power Electronics and Renewable Energy Systems. Springer, New Delhi, 2015. 83-90 [62] D. Karaboga, “An Idea Based on Honey Bee Swarm for Numerical Optimization”, Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department, 2005. [63] Karaboga, Dervis, and Bahriye Akay. "A comparative study of artificial bee colony algorithm." Applied mathematics and computation 214.1 (2009): 108-132 [64] Karaboga, Dervis, and Bahriye Basturk. "On the performance of artificial bee colony (ABC) algorithm." Applied soft computing 8.1 (2008): 687-697. [65] Liu, Hongzhi, et al. "An improved artificial bee colony algorithm." 2013 25th Chinese control and decision conference (CCDC). IEEE, 2013. [66] Gozde, Haluk, M. Cengiz Taplamacioglu, and Ilhan Kocaarslan. "Comparative performance analysis of Artificial Bee Colony algorithm in automatic generation control for interconnected reheat thermal power system." International Journal of Electrical Power & Energy Systems 42.1 (2012): 167-178. [67] Yang, Xin-She. "Swarm intelligence based algorithms: a critical analysis." Evolutionary intelligence 7.1 (2014): 17-28. [68] Karaboga, Dervis, and Bahriye Basturk. "Artificial bee colony (ABC) optimization algorithm for solving constrained optimization problems." International fuzzy systems association world congress. Springer, Berlin, Heidelberg, 2007. [69] Şahin, Arzu Şencan, Bayram Kılıç, and Ulaş Kılıç. "Design and economic optimization of shell and tube heat exchangers using Artificial Bee Colony (ABC) algorithm." Energy Conversion and Management 52.11 (2011): 3356-3362. [70] . Zhao, Dong, et al. "Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation." Expert Systems with Applications 167 (2021): 114122. [71] Guan, Boxin, Yuhai Zhao, and Yuan Li. "An improved ant colony optimization with an automatic updating mechanism for constraint satisfaction problems." Expert Systems with Applications 164 (2021): 114021. [72] . Dariane, A. B., and A. M. Moradi. "Reservoir operating by ant colony optimization for continuous domains (ACOR) case study: Dez reservoir." International Journal of Mathematical, Physical and Engineering Sciences 3.2 (2009): 125-129. [73] Xiaoqin, Y. A. N. G., L. E. I. Xiujuan, and Z. H. A. O. Jie. "Essential Protein Prediction Based on Shuffled Frog‐Leaping Algorithm." Chinese Journal of Electronics 30.4 (2021): 704-711. [74] . Lei, Deming, Youlian Zheng, and Xiuping Guo. "A shuffled frog-leaping algorithm for flexible job shop scheduling with the consideration of energy consumption." International Journal of Production Research 55.11 (2017): 3126-3140. 69 [75] . Huang, Yao, Xiao-Ning Shen, and Xuan You. "A discrete shuffled frog-leaping algorithm based on heuristic information for traveling salesman problem." Applied Soft Computing 102 (2021): 107085 [76] Roberts, Steve. "DC/DC book of knowledge." Austria: RECOM Engineering GmbH & Co KG (2015). [77] Miaja, Pablo F., Miguel Rodriguez, Alberto Rodriguez, and Javier Sebastian. "A linear assisted DC/DC converter for envelope tracking and envelope elimination and restoration applications." In 2010 IEEE Energy Conversion Congress and Exposition, pp. 3825-3832. IEEE, 2010. [78] Chetty, P. R. K. "Current injected equivalent circuit approach to modeling switching dc-dc converters." IEEE Transactions on Aerospace and Electronic Systems 6 (1981): 802-808. [79] Liu, Kwang-Hwa, and Fred C. Lee. "Zero-voltage switching technique in DC/DC converters." In 1986 17th Annual IEEE Power Electronics Specialists Conference, pp. 58- 70. IEEE, 1986. [80] Kumar, J. Sai, and Tikeshwar Gajpal. "A Multi Input DC-DC Converter for Renewable Energy Applications." (2016). [81] Ortiz, G., J. Biela, D. Bortis, and J. W. Kolar. "1 Megawatt, 20 kHz, isolated, bidirectional 12kV to 1.2 kV DC-DC converter for renewable energy applications." InPower Electronics Conference (IPEC), 2010 International, pp. 3212-3219. IEEE, 2010. [82] Koutroulis, Eftichios, and Kostas Kalaitzakis. "Design of a maximum power tracking system for wind-energy-conversion applications."IEEE transactions on industrial electronics53, no. 2 (2006): 486-494. [83] A. H. R. Rosa, T. M. de Souza, L. M. F. Morais, and S. I. Seleme. "Adaptive and nonlinear control techniques applied to sepic converter in dc-dc, pfc, ccm and dcm modes using hil simulation." Energies 11, no. 3 (2018): 602 [84] Black, Harold S. "Stabilized feed-back amplifiers." Proceedings of the IEEE 87.2 (1999): 379-385. [85] Bennett, Stuart. "Development of the PID controller." IEEE Control Systems Magazine 13.6 (1993): 58-62. [86] Bennett, Stuart. "A brief history of automatic control." IEEE Control Systems Magazine 16.3 (1996): 17-25. [87] Kaliannan, Jagatheesan, Anand Baskaran, and Nilanjan Dey. "Automatic generation control of Thermal-Thermal-Hydro power systems with PID controller using ant colony optimization." International Journal of Service Science, Management, Engineering, and Technology (IJSSMET) 6.2 (2015): 18-34. [88] Rajesh, K. S., S. S. Dash, and Ragam Rajagopal. "Hybrid improved firefly-pattern search optimized fuzzy aided PID controller for automatic generation control of power systems with multi-type generations." Swarm and evolutionary computation 44 (2019): 200-211. [89] Hasanien, Hany M. "Whale optimisation algorithm for automatic generation control of interconnected modern power systems including renewable energy sources." IET Generation, Transmission & Distribution 12.3 (2017): 607-614. [90] Zhong, Jinghua. "PID controller tuning: A short tutorial." Mechanical Engineering, Purdue University (2006): 1-10. [91] G. J. Costa, "Tuning a PID controller." Power Transmission Engineering 5.2 (2011): 26- 31. [92] Mehrabian, Ali Reza, and Caro Lucas. "Automatic tuning of decentralized controllers by swarm intelligence." 2006 3rd International IEEE Conference Intelligent Systems. IEEE, 2006 [93] Shahani, Zulfiqar Ali, Ashfaque Ahmed Hashmani, and Muhammad Mujtaba Shaikh. "Steady state stability analysis and improvement using eigenvalues and PSS." Engineering, Technology & Applied Science Research 10.1 (2020): 5301-5306.	en_US
dc.identifier.uri	http://hdl.handle.net/123456789/1841
dc.description	Supervised by Mr. Fahim Faisal, Assistant Professor, Mr. Mirza Muntasir Nishat, Assistant Professor, This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2022.	en_US
dc.description.abstract	This thesis investigates the consistency and improves the effectiveness of the closed-loop Zeta converter using Swarm Intelligence (SI) methodologies in the building of an optimized PI controller.	en_US
dc.language.iso	en	en_US
dc.publisher	Department of Electrical and Electronic Engineering, Islamic University of Technology (IUT) The Organization of Islamic Cooperation (OIC) Board Bazar, Gazipur-1704, Bangladesh	en_US
dc.subject	Zeta converter, swarm intelligence algorithm, pi controller	en_US
dc.title	Implementation of Swarm Intelligence Algorithms in Designing Optimized PI Controller for Zeta Converter for Enhanced Performance	en_US
dc.type	Thesis	en_US