Research Output per year
Personal profile
Research Interests
Chemical Engineering
Education/Academic qualification
Process Control, Ph.D., Indian Institute of Technology, Bombay
15-07-2005 → 08-08-2010
Chemical Plant Design, M.Tech, National Institute of Technology Karnataka
15-07-1996 → 15-08-1996
Chemical Engineering, B.E, RVCE
01-08-1991 → 30-07-1995
External positions
Post-Doctoral Research Associate
16-01-2011 → 31-07-2014Senior Lecturer
16-07-2008 → 15-01-2011Research Scholar
16-07-2005 → 15-07-2008Lecturer
22-09-1999 → 15-07-2005Fingerprint 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
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 journal › Article
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 proceeding › Conference 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., 7849880Research output: Chapter in Book/Report/Conference proceeding › Conference 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 journal › Article
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 journal › Article
Fault detection
Monitoring
Probability distributions
Productivity
Industry