Development of a smart-system for a complex industrial object control based on metaheuristic algorithms of swarm intelligence
Samigulin T. Shiryayeva O.
2021World Scientific and Engineering Academy and Society
WSEAS Transactions on Power Systems
2021#16231 - 240 pp.
The article is devoted to the synthesis of a SMART-system for a complex industrial object control based on metaheuristic optimization algorithms and modern industrial equipment from Honeywell Company. There has been developed software for collecting industrial data, automated tuning of typical controllers of a MIMO industrial object based on such intelligent optimization algorithms as ant colony algorithm, grey wolf optimization, dragonfly algorithm and cuckoo search algorithm. These algorithms are used to minimize the developed new modified quality criteria of a MIMO industrial object. The results are integrated into the Honeywell Experion PKS distributed control system for technological process control in the oil and gas industry using a distillation column for purifying gas from impurities as an example. On the basis of the decoupling procedure, the problem of compensating for the influence of the MIMO system interconnections is solved. The paper substantiates the effectiveness of the implementation of the developed SMART-system for solving the problems of optimal complex technological production control in the oil and gas industry on the example of the real production process of the TengizChevroil enterprise.
Ant colony optimization , Cuckoo search , Dragonfly algorithm , Gray wolf optimizer , Metaheuristic algorithms , MIMO object , Modified quality criteria , PI-controller , SMART-system for control
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A. Burkitbaev Institute of Industrial Automation and Digitalization, Satbayev University, 22a Satpaev str., Almaty, Kazakhstan
Faculty of Information Technologies, Kazakh-British Technical University, 59 Tole bi str., Almaty, Kazakhstan
Institute of Information and Computational Technologies MES RK CS, 28 Shevchenko str., Almaty, Kazakhstan
A. Burkitbaev Institute of Industrial Automation and Digitalization
Faculty of Information Technologies
Institute of Information and Computational Technologies MES RK CS
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