CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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American Chemical Society
2024-11-01
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| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.4c07893 |
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| _version_ | 1846156238737375232 |
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| author | Aishwarya Selvamurugan Parthiban Kunnathur Ganesan Shashank S Nayak Arockiaraj Simiyon Thirunavukkarasu Indiran |
| author_facet | Aishwarya Selvamurugan Parthiban Kunnathur Ganesan Shashank S Nayak Arockiaraj Simiyon Thirunavukkarasu Indiran |
| author_sort | Aishwarya Selvamurugan |
| collection | DOAJ |
| format | Article |
| id | doaj-art-5aad2ed7a3c040b5a551ea96e54edb9d |
| institution | Kabale University |
| issn | 2470-1343 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-5aad2ed7a3c040b5a551ea96e54edb9d2024-11-26T08:53:30ZengAmerican Chemical SocietyACS Omega2470-13432024-11-01947472034721210.1021/acsomega.4c07893CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch ReactorAishwarya Selvamurugan0Parthiban Kunnathur Ganesan1Shashank S Nayak2Arockiaraj Simiyon3Thirunavukkarasu Indiran4Computer Science Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, IndiaDepartment of Biomedical Engineering, Dhaanish Ahmed Institute of Technology, Coimbatore, Tamil Nadu, IndiaDepartment of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka,, IndiaManipal School of Information Science, Manipal Academy of Higher Education, Manipal, Karnataka, IndiaDepartment of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka,, Indiahttps://doi.org/10.1021/acsomega.4c07893 |
| spellingShingle | Aishwarya Selvamurugan Parthiban Kunnathur Ganesan Shashank S Nayak Arockiaraj Simiyon Thirunavukkarasu Indiran CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor ACS Omega |
| title | CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor |
| title_full | CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor |
| title_fullStr | CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor |
| title_full_unstemmed | CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor |
| title_short | CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor |
| title_sort | cnn lstm based nonlinear model predictive controller for temperature trajectory tracking in a batch reactor |
| url | https://doi.org/10.1021/acsomega.4c07893 |
| work_keys_str_mv | AT aishwaryaselvamurugan cnnlstmbasednonlinearmodelpredictivecontrollerfortemperaturetrajectorytrackinginabatchreactor AT parthibankunnathurganesan cnnlstmbasednonlinearmodelpredictivecontrollerfortemperaturetrajectorytrackinginabatchreactor AT shashanksnayak cnnlstmbasednonlinearmodelpredictivecontrollerfortemperaturetrajectorytrackinginabatchreactor AT arockiarajsimiyon cnnlstmbasednonlinearmodelpredictivecontrollerfortemperaturetrajectorytrackinginabatchreactor AT thirunavukkarasuindiran cnnlstmbasednonlinearmodelpredictivecontrollerfortemperaturetrajectorytrackinginabatchreactor |