PI controller optimization by artificial gorilla troops for liquid level control
2022
Authors
Jovanović, RadišaVesović, Mitra
Perišić, Natalija
Contributors
Spasojević Brkić, VesnaMisita, Mirjana
Bugarić, Uglješa
Conference object (Published version)
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In this paper a novel metaheuristic method, artificial gorilla troops optimizer, is used in order to optimize classical proportional-integral controller for liquid level system, that has wide application in many industries. In optimization process nonlinear model of the system is used. Obtained results are provided. It is shown that optimized controller represents superior solution compared to classical controller.
Keywords:
Artificial gorilla troops optimizer / Liquid level control / Metaheuristic optimization algorithmSource:
8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia, 2022, 90-93Publisher:
- University of Belgrade Faculty of Mechanical Engineering
Funding / projects:
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200105 (University of Belgrade, Faculty of Mechanical Engineering) (RS-MESTD-inst-2020-200105)
- MISSION4.0 - Deep Machine Learning and Swarm Intelligence-Based Optimization Algorithms for Control and Scheduling of Cyber-Physical Systems in Industry 4.0 (RS-ScienceFundRS-AI-6523109)
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Mašinski fakultetTY - CONF AU - Jovanović, Radiša AU - Vesović, Mitra AU - Perišić, Natalija PY - 2022 UR - https://machinery.mas.bg.ac.rs/handle/123456789/4501 AB - In this paper a novel metaheuristic method, artificial gorilla troops optimizer, is used in order to optimize classical proportional-integral controller for liquid level system, that has wide application in many industries. In optimization process nonlinear model of the system is used. Obtained results are provided. It is shown that optimized controller represents superior solution compared to classical controller. PB - University of Belgrade Faculty of Mechanical Engineering C3 - 8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia T1 - PI controller optimization by artificial gorilla troops for liquid level control EP - 93 SP - 90 UR - https://hdl.handle.net/21.15107/rcub_machinery_4501 ER -
@conference{ author = "Jovanović, Radiša and Vesović, Mitra and Perišić, Natalija", year = "2022", abstract = "In this paper a novel metaheuristic method, artificial gorilla troops optimizer, is used in order to optimize classical proportional-integral controller for liquid level system, that has wide application in many industries. In optimization process nonlinear model of the system is used. Obtained results are provided. It is shown that optimized controller represents superior solution compared to classical controller.", publisher = "University of Belgrade Faculty of Mechanical Engineering", journal = "8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia", title = "PI controller optimization by artificial gorilla troops for liquid level control", pages = "93-90", url = "https://hdl.handle.net/21.15107/rcub_machinery_4501" }
Jovanović, R., Vesović, M.,& Perišić, N.. (2022). PI controller optimization by artificial gorilla troops for liquid level control. in 8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia University of Belgrade Faculty of Mechanical Engineering., 90-93. https://hdl.handle.net/21.15107/rcub_machinery_4501
Jovanović R, Vesović M, Perišić N. PI controller optimization by artificial gorilla troops for liquid level control. in 8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia. 2022;:90-93. https://hdl.handle.net/21.15107/rcub_machinery_4501 .
Jovanović, Radiša, Vesović, Mitra, Perišić, Natalija, "PI controller optimization by artificial gorilla troops for liquid level control" in 8th International Conference of Industrial Engineering SIE 2022 : Proceedings, 29th-30th September, 2022, Belgrade, Serbia (2022):90-93, https://hdl.handle.net/21.15107/rcub_machinery_4501 .