Pappa Natarajan

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Publications (70)

• Robust estimation algorithm for improved SoC prediction using hybrid approach: Combining LSTM and GenUT-UKF
  Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 2025 DOI: 10.1080/15567036.2025.2538702
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• Optimal Adaptive Tracking Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Lifelong Hybrid Learning
  IEEE Transactions on Neural Networks and Learning Systems 2024 DOI: 10.1109/TNNLS.2023.3301383
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• Online Optimal Adaptive Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Multilayer Neural Networks
  IEEE Transactions on Neural Networks and Learning Systems 2022 DOI: 10.1109/TNNLS.2021.3061414
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• Online learning based neural network adaptive controller for efficient power tracking of PWR type reactor with unknown internal dynamics
  Annals of Nuclear Energy 2022 DOI: 10.1016/j.anucene.2021.108866
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• Realization of deep learning based embedded soft sensor for bioprocess application
  Intelligent Automation and Soft Computing 2022 DOI: 10.32604/iasc.2022.022181
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• Online deep neural network-based feedback control of a Lutein bioprocess
  Journal of Process Control 2021 DOI: 10.1016/j.jprocont.2020.11.011
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• Application of deep neural techniques in predictive modelling for the estimation of Escherichia coli growth rate
  Journal of Applied Microbiology 2021 DOI: 10.1111/jam.14901
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• Deep learning based soft sensor for bioprocess application
  2021 IEEE 2nd International Conference on Control, Measurement and Instrumentation, CMI 2021 - Proceedings 2021 DOI: 10.1109/CMI50323.2021.9362948
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• Optimal tuning of model predictive controller using chicken swarm optimization for real-time cultivation of escherichia coli
  2021 IEEE 2nd International Conference on Control, Measurement and Instrumentation, CMI 2021 - Proceedings 2021 DOI: 10.1109/CMI50323.2021.9362832
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• Control of an industrial-type multicomponent crude distillation column using biggest log modulus tuning
  IFAC-PapersOnLine 2020 DOI: 10.1016/j.ifacol.2020.06.107
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