Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control
A two-layer structure model predictive control (MPC) for the low thermal efficiency of cement raw material pre-decomposition is proposed. In the upper layer, an outlet temperature of the precalciner automatic setting scheme is formulated with craft constraints by taking advantage of the energy flow...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10004555/ |
| _version_ | 1797902206472552448 |
|---|---|
| author | Hengchao Ma Zhao Liu Xiaohong Wang Honghao Ma |
| author_facet | Hengchao Ma Zhao Liu Xiaohong Wang Honghao Ma |
| author_sort | Hengchao Ma |
| collection | DOAJ |
| description | A two-layer structure model predictive control (MPC) for the low thermal efficiency of cement raw material pre-decomposition is proposed. In the upper layer, an outlet temperature of the precalciner automatic setting scheme is formulated with craft constraints by taking advantage of the energy flow and thermal energy conversion models. In the lower layer, the stable control of the precalciner is achieved using a model predictive control algorithm. Finally, extensive simulation results verify the proposed two-layer MPC approach with excellent performance in energy saving and consumption reduction of raw meal pre-decomposition link. |
| first_indexed | 2024-04-10T09:14:03Z |
| format | Article |
| id | doaj.art-33ddc60f08da4cf2a5f6712c4c1797ab |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-10T09:14:03Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-33ddc60f08da4cf2a5f6712c4c1797ab2023-02-21T00:02:35ZengIEEEIEEE Access2169-35362023-01-01114057406510.1109/ACCESS.2022.323346510004555Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive ControlHengchao Ma0https://orcid.org/0000-0002-4532-3431Zhao Liu1Xiaohong Wang2https://orcid.org/0000-0001-7436-565XHonghao Ma3School of Electrical Engineering, University of Jinan, Jinan, ChinaSchool of Electrical Engineering, University of Jinan, Jinan, ChinaSchool of Electrical Engineering, University of Jinan, Jinan, ChinaSchool of Electrical Engineering, University of Jinan, Jinan, ChinaA two-layer structure model predictive control (MPC) for the low thermal efficiency of cement raw material pre-decomposition is proposed. In the upper layer, an outlet temperature of the precalciner automatic setting scheme is formulated with craft constraints by taking advantage of the energy flow and thermal energy conversion models. In the lower layer, the stable control of the precalciner is achieved using a model predictive control algorithm. Finally, extensive simulation results verify the proposed two-layer MPC approach with excellent performance in energy saving and consumption reduction of raw meal pre-decomposition link.https://ieeexplore.ieee.org/document/10004555/Two-layer structure model predictive controlprecalcinerenergy flow modelthermal energy conversion model |
| spellingShingle | Hengchao Ma Zhao Liu Xiaohong Wang Honghao Ma Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control IEEE Access Two-layer structure model predictive control precalciner energy flow model thermal energy conversion model |
| title | Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control |
| title_full | Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control |
| title_fullStr | Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control |
| title_full_unstemmed | Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control |
| title_short | Optimization Control of Thermal Efficiency for Cement Raw Meal Pre-Decomposition Based on Two-Layer Structure Model Predictive Control |
| title_sort | optimization control of thermal efficiency for cement raw meal pre decomposition based on two layer structure model predictive control |
| topic | Two-layer structure model predictive control precalciner energy flow model thermal energy conversion model |
| url | https://ieeexplore.ieee.org/document/10004555/ |
| work_keys_str_mv | AT hengchaoma optimizationcontrolofthermalefficiencyforcementrawmealpredecompositionbasedontwolayerstructuremodelpredictivecontrol AT zhaoliu optimizationcontrolofthermalefficiencyforcementrawmealpredecompositionbasedontwolayerstructuremodelpredictivecontrol AT xiaohongwang optimizationcontrolofthermalefficiencyforcementrawmealpredecompositionbasedontwolayerstructuremodelpredictivecontrol AT honghaoma optimizationcontrolofthermalefficiencyforcementrawmealpredecompositionbasedontwolayerstructuremodelpredictivecontrol |