Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector
Само за регистроване кориснике
2018
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
This paper gives a novel approach to modeling, simulation and control of a water desalination plant. The process in desalination plant is based on a vapour compression acquired by a liquid jet vacuum ejector. Optimal plant design for a nominal operating point is obtained using the combination of the multi-objective optimization with the multi-criteria decision making. Furthermore, the dynamic steady-state model which includes a liquid jet vacuum ejector, pump, valve and pressure vessel is developed. Moreover, for the different values of inlet temperature and water mass flow rate (disturbances) the optimal regimes of system actuators are found by the antlion algorithm, with respect to the profit maximization. Also, the control-oriented model of the system has been developed and linearized around different operating points to design a gain-scheduling nonlinear proportional integral controller. Additionally, it is demonstrated that the proposed controller is capable of guiding the system ...through the optimal states under the influence of disturbances. A map of the controller gains is determined by extensive simulation minimizing the appropriate cost functions. High-fidelity model has been numerically simulated in order to demonstrate that the developed method provides the desired design specifications while minimizing operational costs.
Кључне речи:
Process modeling / Process control / Multi-objective optimization / Gain-scheduling nonlinear PI control / DesalinationИзвор:
Desalination and Water Treatment, 2018, 136, 92-110Издавач:
- Desalination Publ, Hopkinton
DOI: 10.5004/dwt.2018.23233
ISSN: 1944-3994
WoS: 000452207000010
Scopus: 2-s2.0-85058392311
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Lomović, Miloš AU - Petrović, Andrija AU - Ristanović, Milan AU - Petrović, Aleksandar PY - 2018 UR - https://machinery.mas.bg.ac.rs/handle/123456789/2898 AB - This paper gives a novel approach to modeling, simulation and control of a water desalination plant. The process in desalination plant is based on a vapour compression acquired by a liquid jet vacuum ejector. Optimal plant design for a nominal operating point is obtained using the combination of the multi-objective optimization with the multi-criteria decision making. Furthermore, the dynamic steady-state model which includes a liquid jet vacuum ejector, pump, valve and pressure vessel is developed. Moreover, for the different values of inlet temperature and water mass flow rate (disturbances) the optimal regimes of system actuators are found by the antlion algorithm, with respect to the profit maximization. Also, the control-oriented model of the system has been developed and linearized around different operating points to design a gain-scheduling nonlinear proportional integral controller. Additionally, it is demonstrated that the proposed controller is capable of guiding the system through the optimal states under the influence of disturbances. A map of the controller gains is determined by extensive simulation minimizing the appropriate cost functions. High-fidelity model has been numerically simulated in order to demonstrate that the developed method provides the desired design specifications while minimizing operational costs. PB - Desalination Publ, Hopkinton T2 - Desalination and Water Treatment T1 - Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector EP - 110 SP - 92 VL - 136 DO - 10.5004/dwt.2018.23233 ER -
@article{ author = "Lomović, Miloš and Petrović, Andrija and Ristanović, Milan and Petrović, Aleksandar", year = "2018", abstract = "This paper gives a novel approach to modeling, simulation and control of a water desalination plant. The process in desalination plant is based on a vapour compression acquired by a liquid jet vacuum ejector. Optimal plant design for a nominal operating point is obtained using the combination of the multi-objective optimization with the multi-criteria decision making. Furthermore, the dynamic steady-state model which includes a liquid jet vacuum ejector, pump, valve and pressure vessel is developed. Moreover, for the different values of inlet temperature and water mass flow rate (disturbances) the optimal regimes of system actuators are found by the antlion algorithm, with respect to the profit maximization. Also, the control-oriented model of the system has been developed and linearized around different operating points to design a gain-scheduling nonlinear proportional integral controller. Additionally, it is demonstrated that the proposed controller is capable of guiding the system through the optimal states under the influence of disturbances. A map of the controller gains is determined by extensive simulation minimizing the appropriate cost functions. High-fidelity model has been numerically simulated in order to demonstrate that the developed method provides the desired design specifications while minimizing operational costs.", publisher = "Desalination Publ, Hopkinton", journal = "Desalination and Water Treatment", title = "Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector", pages = "110-92", volume = "136", doi = "10.5004/dwt.2018.23233" }
Lomović, M., Petrović, A., Ristanović, M.,& Petrović, A.. (2018). Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector. in Desalination and Water Treatment Desalination Publ, Hopkinton., 136, 92-110. https://doi.org/10.5004/dwt.2018.23233
Lomović M, Petrović A, Ristanović M, Petrović A. Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector. in Desalination and Water Treatment. 2018;136:92-110. doi:10.5004/dwt.2018.23233 .
Lomović, Miloš, Petrović, Andrija, Ristanović, Milan, Petrović, Aleksandar, "Modeling, simulation and PI gain-scheduling controller optimization of water desalination plant with liquid jet vacuum ejector" in Desalination and Water Treatment, 136 (2018):92-110, https://doi.org/10.5004/dwt.2018.23233 . .