Research output per year
Research output per year
- 35 results
Search results
-
2025
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 Access1 Citation (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 Access -
2024
A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study
Harrou, F., Kini, K. R., Madakyaru, M. & Sun, Y., 2024, In: Frontiers in Sensors. 5, 1375034.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Ciprofloxacin and Azithromycin Antibiotics Interactions with Bilayer Ionic Surfactants: A Molecular Dynamics Study
Acharya, S., Carpenter, J., Madakyaru, M., Dey, P., Vatti, A. K. & Banerjee, T., 2024, In: ACS Omega. 9, 30, p. 33174-33182 9 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Efficient data-driven occupancy detection in office environments and feature impact analysis
Fouzi, H., Ramakrishna, K. K., Madakyaru, M. & Ying, S., 2024, (Accepted/In press) In: International Journal of Information Technology (Singapore).Research output: Contribution to journal › Article › peer-review
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Enhanced data-driven monitoring of wastewater treatment plants using the Kolmogorov-Smirnov test
Kini, K. R., Harrou, F., Madakyaru, M. & Sun, Y., 23-04-2024, In: Environmental Science: Water Research and Technology. 10, 6, p. 1464-1480 17 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy
Kini, K. R., Madakyaru, M., Harrou, F., Menon, M. K. & Sun, Y., 02-2024, In: ChemEngineering. 8, 1, 1.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
PLS-based hellinger distance method for fault detection in chemical engineering systems
Ramakrishna Kini, K., Harrou, F., Madakyaru, M., Sun, Y. & Menon, M. K., 09-2024, In: Engineering Research Express. 6, 3, 035007.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Robust Fault Detection in Monitoring Chemical Processes Using Multi-Scale PCA with KD Approach
Kini, K. R., Madakyaru, M., Harrou, F., Vatti, A. K. & Sun, Y., 06-2024, In: ChemEngineering. 8, 3, 45.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
2023
Detecting pediatric foot deformities using plantar pressure measurements: A semi-supervised approach
Kini, K. R., Madakyaru, M., Harrou, F. & Sun, Y., 01-08-2023, In: IEEE Design and Test. 40, 4, p. 61-68 8 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework
Kini, K. R., Harrou, F., Madakyaru, M., Kadri, F. & Sun, Y., 01-06-2023, In: IEEE Instrumentation and Measurement Magazine. 26, 4, p. 37-43 7 p.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Enhancing Wind Turbine Performance: Statistical Detection of Sensor Faults Based on Improved Dynamic Independent Component Analysis
Kini, K. R., Harrou, F., Madakyaru, M. & Sun, Y., 08-2023, In: Energies. 16, 15, 5793.Research output: Contribution to journal › Article › peer-review
Open Access16 Citations (Scopus) -
Experimental and Simulation Investigation of an Adaptive Model Predictive Control Scheme: Model Parametrized by Orthonormal Basis Function
Madakyaru, M., 2023, (Accepted/In press) In: ACS Omega. 9, 4, p. 5051-5067 17 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Uncovering sensor faults in wind turbines: An improved multivariate statistical approach for condition monitoring using SCADA data
Harrou, F., Kini, K. R., Madakyaru, M. & Sun, Y., 09-2023, In: Sustainable Energy, Grids and Networks. 35, 101126.Research output: Contribution to journal › Article › peer-review
26 Citations (Scopus) -
2022
A novel anomaly detection scheme for high dimensional systems using Kantorovich distance statistic
Madakyaru, M. & Kini, K. R., 10-2022, In: International Journal of Information Technology (Singapore). 14, 6, p. 3001-3010 10 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Automatic detection of unbalanced sitting postures in wheelchairs using unlabeled sensor data
Kini, K. R., Harrou, F., Madakyaru, M., Kadri, F. & Sun, Y., 01-08-2022, In: IEEE Sensors Letters. 6, 8, p. 1-4 4 p., 6002704.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Improved Process Monitoring Scheme Using Multi-Scale Independent Component Analysis
Kini, K. R. & Madakyaru, M., 05-2022, In: Arabian Journal for Science and Engineering. 47, 5, p. 5985 - 6000 16 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Citations (Scopus) -
Kantorovich Distance based Fault Detection Scheme for Non-linear Processes
Ramakrishna Kini, K., Bapat, M. & Madakyaru, M., 2022, In: IEEE Access. 10, p. 1051 - 1067 17 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Citations (Scopus) -
2021
Performance Evaluation of Independent Component Analysis-Based Fault Detection Using Measurements Corrupted with Noise
Kini, K. R. & Madakyaru, M., 06-2021, In: Journal of Control, Automation and Electrical Systems. 32, 3, p. 642 - 655 14 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
2020
Improved process monitoring strategy using Kantorovich distance-independent component analysis: An application to Tennessee Eastman process
Ramakrishna Kini, K. & Madakyaru, M., 2020, In: IEEE Access. 8, p. 205863-205877 15 p., 3037730.Research output: Contribution to journal › Article › peer-review
Open Access17 Citations (Scopus) -
2019
Monitoring Distillation Column Systems Using Improved Nonlinear Partial Least Squares-Based Strategies
Madakyaru, M., Harrou, F. & Sun, Y., 01-12-2019, In: IEEE Sensors Journal. 19, 23, p. 11697-11705 9 p., 8807170.Research output: Contribution to journal › Article › peer-review
18 Citations (Scopus) -
2018
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 › peer-review
52 Citations (Scopus) -
2017
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 › peer-review
50 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 › peer-review
27 Citations (Scopus) -
2016
Improved detection of incipient anomalies via multivariate memory monitoring charts: Application to an air flow heating system
Harrou, F., Madakyaru, M., Sun, Y. & Khadraoui, S., 25-10-2016, In: Applied Thermal Engineering. 109, p. 65-74 10 p.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Kullback-Leibler distance-based enhanced detection of incipient anomalies
Harrou, F., Sun, Y. & Madakyaru, M., 01-11-2016, In: Journal of Loss Prevention in the Process Industries. 44, p. 73-87 15 p.Research output: Contribution to journal › Article › peer-review
46 Citations (Scopus) -
Multivariate statistical based process monitoring using principal component analysis: An application to chemical reactor
Ramakrishna Kini, K. & Madakyaru, M., 2016, In: International Journal of Control Theory and Applications. 9, 39, p. 303-311 9 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
2015
PLS-based EWMA fault detection strategy for process monitoring
Harrou, F., Nounou, M. N., Nounou, H. N. & Madakyaru, M., 01-07-2015, In: Journal of Loss Prevention in the Process Industries. 36, p. 108-119 12 p.Research output: Contribution to journal › Article › peer-review
80 Citations (Scopus) -
2013
Adaptive predictive control using GOBF-ARX models: An experimental case study
Madakyaru, M. & Patwardhan, S. C., 2013, In: IFAC Proceedings Volumes (IFAC-PapersOnline). 10, PART 1, p. 99-104 6 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Integrated multiscale latent variable regression and application to distillation columns
Madakyaru, M., Nounou, M. N. & Nounou, H. N., 2013, In: Modelling and Simulation in Engineering. 2013, 730456.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
Statistical fault detection using PCA-based GLR hypothesis testing
Harrou, F., Nounou, M. N., Nounou, H. N. & Madakyaru, M., 01-2013, In: Journal of Loss Prevention in the Process Industries. 26, 1, p. 129-139 11 p.Research output: Contribution to journal › Article › peer-review
101 Citations (Scopus) -
2010
Reparametrized ARX models for predictive control of staged and packed bed distillation columns
Muddu, M., Narang, A. & Patwardhan, S. C., 02-2010, In: Control Engineering Practice. 18, 2, p. 114-130 17 p.Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus) -
2009
Development of ARX models for predictive control using fractional order and orthonormal basis filter parametrization
Madakyaru, M., Narang, A. & Patwardhan, S. C., 07-10-2009, In: Industrial and Engineering Chemistry Research. 48, 19, p. 8966-8979 14 p.Research output: Contribution to journal › Article › peer-review
22 Citations (Scopus) -
1996
Black anodizing of a magnesium-lithium alloy
Sharma, A. K., Uma Rani, R., Malek, A., Acharya, K. S. N., Muddu, M. & Kumar, S., 04-1996, In: Metal Finishing. 94, 4, p. 7 1 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Black anodizing of a magnesium-lithium alloy
Sharma, A. K., Rani, R. U., Malek, A., Acharya, K. S. N., Muddu, M. & Kumar, S., 1996, In: Metal Finishing. 94, 4, p. 16-27 12 p.Research output: Contribution to journal › Article › peer-review
76 Citations (Scopus)