• 299 Citations
  • 10 h-Index
19962019

Research output per year

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Research Output

  • 299 Citations
  • 10 h-Index
  • 15 Article
  • 8 Conference contribution
  • 1 Chapter
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Conference contribution
2019

Anomaly detection using multi-scale dynamic principal component analysis for Tenneesse Eastman Process

Kini, K. R. & Madakyaru, M., 14-05-2019, 2019 5th Indian Control Conference, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 219-224 6 p. 8715552. (2019 5th Indian Control Conference, ICC 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Improved fault detection using Dynamic Independent Component Analysis (DICA): An application to multi-variate system

Kini, K. R. & Madakyaru, M., 08-2019, 2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9008090. (2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system

Harrou, F., Madakyaru, M., Sun, Y. & Kammammettu, S., 02-02-2018, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2017

Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test

Madakyaru, M., Harrou, F. & Sun, Y., 09-02-2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 7849880

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring

Harrou, F., Madakyaru, M. & Sun, Y., 09-02-2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 7849878

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2013

Enhanced modeling of distillation columns using integrated multiscale latent variable regression

Madakyaru, M., Nounou, M. N. & Nounou, H. N., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 73-80 8 p. 6611666

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Nonlinear latent variable regression

Madakyaru, M., Nounou, M. N. & Nounou, H. N., 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 81-88 8 p. 6611667

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2011

Adaptive predictive control of a high purity distillation column using irregularly sampled multi-rate data

Muddu, M. & Patwardhan, S. C., 2011, 2011 International Symposium on Advanced Control of Industrial Processes, ADCONIP 2011. p. 192-197 6 p. 5930422

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)