Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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American Chemical Society
2025-07-01
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| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.5c03219 |
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| author | Aishwarya Selvamurugan Aromal Vinod Kumar Hrishikesh R. Palan Arockiaraj Simiyon Thirunavukkarasu Indiran |
| author_facet | Aishwarya Selvamurugan Aromal Vinod Kumar Hrishikesh R. Palan Arockiaraj Simiyon Thirunavukkarasu Indiran |
| author_sort | Aishwarya Selvamurugan |
| collection | DOAJ |
| format | Article |
| id | doaj-art-4f3f4edc6d5743ac91a4e663fdc1cb6b |
| institution | Kabale University |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-4f3f4edc6d5743ac91a4e663fdc1cb6b2025-08-20T03:51:18ZengAmerican Chemical SocietyACS Omega2470-13432025-07-011028308643087810.1021/acsomega.5c03219Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson OrinAishwarya Selvamurugan0Aromal Vinod Kumar1Hrishikesh R. Palan2Arockiaraj Simiyon3Thirunavukkarasu Indiran4Department of Computer Science Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, IndiaMachine Learning for Advanced Process Control Lab, Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, IndiaMachine Learning for Advanced Process Control Lab, Department 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, IndiaMachine Learning for Advanced Process Control Lab, Department of Instrumentation and Control Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, Indiahttps://doi.org/10.1021/acsomega.5c03219 |
| spellingShingle | Aishwarya Selvamurugan Aromal Vinod Kumar Hrishikesh R. Palan Arockiaraj Simiyon Thirunavukkarasu Indiran Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin ACS Omega |
| title | Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin |
| title_full | Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin |
| title_fullStr | Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin |
| title_full_unstemmed | Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin |
| title_short | Reinforcement Learning-Based Nonlinear Model Predictive Controller for a Jacketed Reactor: A Machine Learning Concept Validation Using Jetson Orin |
| title_sort | reinforcement learning based nonlinear model predictive controller for a jacketed reactor a machine learning concept validation using jetson orin |
| url | https://doi.org/10.1021/acsomega.5c03219 |
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