Research output per year
Research output per year
Personal profile
Education
2010- Ph.D., Indian Institute of Technology Bombay, India.
1998 -Master of Technology(Chemical Plant Design), National Institute of Technology, Karnataka, India.
1995- B.E. (Chemical Engineering) R.V.C.E., Bangalore, Bangalore University, India.
Experience
2020.02- Professor-Sr : Department of Chemical Engineering, MIT, MAHE.
2014-Associate Professor: Department of Chemical Engineering, MIT.
2010-Post-doctororal Research Associate: Texas A& M University, Doha.
2008-Senior Lecturer: B.I.E.T., Davanagere, Karnataka.
2005-Research Scholar-Indian Institute of Technology, Bombay, India. Senior Lecturer: B.I.E.T., Davanagere, Karnataka.
1998-Lecturer: B.I.E.T., Davanagere, Karnataka.
Research Interests
Process System Engineering. Linear and Nonlinear System Identification. AI/ML Applications in Chemical Engineering. Model Predictive Control.
Education/Academic qualification
Predictive Control of High Order and Distributed Parameter Systems using Data Driven Models, Indian Institute of Technology Bombay
15-07-2005 → 08-08-2010
Award Date: 08-08-2010
Hot spot control in Fixed Bed Catalytic Reactor using Fuzzy Logic controller., National Institute of Technology Karnataka
15-07-1996 → 15-08-1996
Award Date: 30-09-1998
Li-Mg Alloy for Space application, RVCE
01-08-1991 → 30-07-1995
Award Date: 30-06-1995
External positions
16-01-2011 → 31-07-2014
16-07-2008 → 15-01-2011
16-07-2005 → 15-07-2008
22-09-1999 → 15-07-2005
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Anomaly Detection in Photovoltaic Systems Using Improved Independent Component Analysis
Harrou, F., Kini, R. R., Madakyaru, M. & Sun, Y., 2025, In: IEEE Access. 13, p. 144307-144324 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing fault detection in multivariate industrial processes: Kolmogorov–Smirnov non-parametric statistical approach
Kini, K. R., Harrou, F., Madakyaru, M. & Sun, Y., 01-2025, In: Computers and Chemical Engineering. 192, 108876.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Enhancing fault detection in wastewater treatment plants: a multi-scale principal component analysis approach with the Kantorovich distance
Kini, K. R., Harrou, F., Madakyaru, M. & Sun, Y., 2025, (Accepted/In press) In: Environmental Science: Water Research and Technology. 11, 5, p. 1215-1232 18 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Noise-resilient process fault detection via multi-scale pls and distribution monitoring metrics
Ramakrishna Kini, K., Harrou, F., Madakyaru, M., Sun, Y. & Menon, M. K., 31-12-2025, In: Engineering Research Express. 7, 4, 045007.Research output: Contribution to journal › Article › peer-review
Open Access -
Sensor fault detection and diagnosis in photovoltaic systems using Hellinger Distance and Individual Conditional Expectation analysis
Harrou, F., Kini, K. R., Madakyaru, M. & Sun, Y., 15-09-2025, In: Solar Energy. 298, 113633.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)