Publications

Journal paper:

  • Richa Singh, Arnab Maity, P. S. V. Nataraj, State variable based modeling and robust nonlinear control of gas turbine engine, Aerospace Science and Technology, 2022, pp. 107586. (In Press).

  • Richa Singh, Arnab Maity, P. S. V. Nataraj, Artificial neural network based Reinforcement learning control of a laboratory gas turbine engine, (Submitted in Part I: Journal of Systems and Control Engineering).

  • Richa Singh, Arnab Maity, P. S. V. Nataraj, Adaptive distributed information filter based fault tolerant control of a gas turbine engine, (Under internal review).

  • Richa Singh, Arnab Maity, P. S. V. Nataraj, Active fault tolerant control of a gas turbine engine with modified covariance intersection approach, (Under internal review).

Conference paper:


  • Richa Singh, Arnab Maity, and P. S. V. Nataraj, “Modeling, simulation and validation of mini SR - 30 gas turbine engine,” in Advances in Control and Optimization of Dynamical Systems, vol. 51, no. 1, pp. 554–559, Hyderabad, India, 18-22 February 2018. [Online]: doi.org/10.1016/j.ifacol.2018.05.093

  • Richa Singh, Arnab Maity, and P. S. V. Nataraj, "Nonlinear shaft speed control of laboratory gas turbine engine", in IFAC Symposium on Automatic Control in Aerospace, vol. 52, no. 12, pp. 262-267, Cranfield, UK, 27-30 August 2019. [Online]: doi.org/10.1016/j.ifacol.2019.11.253

  • Richa Singh, Arnab Maity, and P. S. V. Nataraj, "Nonlinear control of a gas turbine engine with reinforcement learning ", in Future Technologies Conference (FTC), vol. 2, pp. 105-120, Vancouver, Canada, 28-29 October 2021. Lecture Notes in Networks and Systems, vol 359. Springer, Cham. [Online]: doi.org/10.1007/978-3-030-89880-9_8

  • Richa Singh, Arnab Maity, and P. S. V. Nataraj, Subhashis Nandy, "Nonlinear control of a laboratory gas turbine engine with uncertain system dynamics'', International Symposium on Advances in Intelligent Robotics & Industrial Automation (IRIA'21), IIT Goa, India, 21-22 September 2021. [Online]: doi.org/10.1109/IRIA53009.2021.9588668

  • Subhashis Nandy, Richa Singh, Arnab Maity, and P. S. V. Nataraj, “Robustification of unscented Kalman filtering to identify faults in gas turbine engine,” in Advances in Control and Optimization of Dynamical Systems, NIT Silchar, Assam, India, 22-25 February 2022. (Accepted)

Book chapter:

  • Richa Singh, P. S. V. Nataraj, and Arnab Maity, "Digital-twin of a Laboratory Gas Turbine Engine using Deep Learning Framework", Chapter 6, Industry 4.0 in Small and Medium-Sized Enterprises (SMEs): Opportunities, Challenges, and Solutions, CRC Press, 2021 (Accepted).