Achin Jain

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Publications (12)

• Data-driven switching modeling for MPC using Regression Trees and Random Forests
  Nonlinear Analysis: Hybrid Systems 2020 DOI: 10.1016/j.nahs.2020.100882
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• Data predictive control using regression trees and ensemble learning
  2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017 2018 DOI: 10.1109/CDC.2017.8264315
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• Data-driven Switched Affine Modeling for Model Predictive Control
  IFAC-PapersOnLine 2018 DOI: 10.1016/j.ifacol.2018.08.034
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• Data-driven model predictive control using random forests for building energy optimization and climate control
  Applied Energy 2018 DOI: 10.1016/j.apenergy.2018.02.126
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• Data-driven model predictive control with regression trees-an application to building energy management
  ACM Transactions on Cyber-Physical Systems 2018 DOI: 10.1145/3127023
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• Learning and Control Using Gaussian Processes
  Proceedings - 9th ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2018 2018 DOI: 10.1109/ICCPS.2018.00022
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• Data Predictive Control for building energy management
  Proceedings of the American Control Conference 2017 DOI: 10.23919/ACC.2017.7962928
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• Data predictive control for peak power reduction
  Proceedings of the 3rd ACM Conference on Systems for Energy-Efficient Built Environments, BuildSys 2016 2016 DOI: 10.1145/2993422.2993582
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• Data-Driven Modeling, Control and Tools for Cyber-Physical Energy Systems
  2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems, ICCPS 2016 - Proceedings 2016 DOI: 10.1109/ICCPS.2016.7479093
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• Modeling and Control of a Hybrid Electric Vehicle with an Electrically Assisted Turbocharger
  IEEE Transactions on Vehicular Technology 2016 DOI: 10.1109/TVT.2016.2533585
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