• 249 Citations
  • 8 h-Index
19962018
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Personal profile

Research Interests

Chemical Engineering

Education/Academic qualification

Process Control, Ph.D., Indian Institute of Technology, Bombay

15-07-200508-08-2010

Chemical Plant Design, M.Tech, National Institute of Technology Karnataka

15-07-199615-08-1996

Chemical Engineering, B.E, RVCE

01-08-199130-07-1995

External positions

Post-Doctoral Research Associate

16-01-201131-07-2014

Senior Lecturer

16-07-200815-01-2011

Research Scholar

16-07-200515-07-2008

Lecturer

22-09-199915-07-2005

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Distillation columns Engineering & Materials Science
Fault detection Engineering & Materials Science
Process monitoring Engineering & Materials Science
Principal component analysis Engineering & Materials Science
Monitoring Engineering & Materials Science
Distillation Mathematics
Generalized Likelihood Ratio Test Mathematics
Anomaly Detection Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1996 2018

  • 249 Citations
  • 8 h-Index
  • 13 Article
  • 6 Conference contribution
  • 1 Chapter
7 Citations (Scopus)

An Improved Multivariate Chart Using Partial Least Squares with Continuous Ranked Probability Score

Harrou, F., Sun, Y., Madakyaru, M. & Bouyedou, B., 15-08-2018, In : IEEE Sensors Journal. 18, 16, p. 6715-6726 12 p., 8396256.

Research output: Contribution to journalArticle

charts
fault detection
Fault detection
manpower
Monitoring
2 Citations (Scopus)

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

Fault Detection
Fault detection
Data-driven
Principal Component Analysis
Principal component analysis
3 Citations (Scopus)

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

Generalized Likelihood Ratio Test
Anomaly Detection
Likelihood Ratio
Process Industry
Distillation
10 Citations (Scopus)

Improved data-based fault detection strategy and application to distillation columns

Madakyaru, M., Harrou, F. & Sun, Y., 2017, In : Process Safety and Environmental Protection. 107, p. 22-34 13 p.

Research output: Contribution to journalArticle

Distillation columns
distillation
Fault detection
Wavelet analysis
Process monitoring
7 Citations (Scopus)

Improved nonlinear fault detection strategy based on the Hellinger distance metric: Plug flow reactor monitoring

Harrou, F., Madakyaru, M. & Sun, Y., 15-05-2017, In : Energy and Buildings. 143, p. 149-161 13 p.

Research output: Contribution to journalArticle

Fault detection
Monitoring
Probability distributions
Productivity
Industry