| Improved process monitoring scheme using multi-scale independent component analysis KR Kini, M Madakyaru Arabian Journal for Science and Engineering 47 (5), 5985-6000, 2022 | 18 | 2022 |
| Uncovering sensor faults in wind turbines: An improved multivariate statistical approach for condition monitoring using SCADA data F Harrou, KR Kini, M Madakyaru, Y Sun Sustainable Energy, Grids and Networks 35, 101126, 2023 | 15 | 2023 |
| Improved process monitoring strategy using Kantorovich distance-independent component analysis: An application to Tennessee Eastman process KR Kini, M Madakyaru IEEE Access 8, 205863-205877, 2020 | 14 | 2020 |
| Enhancing wind turbine performance: Statistical detection of sensor faults based on improved dynamic independent component analysis KR Kini, F Harrou, M Madakyaru, Y Sun Energies 16 (15), 5793, 2023 | 12 | 2023 |
| Kantorovich distance based fault detection scheme for non-linear processes KR Kini, M Bapat, M Madakyaru IEEE Access 10, 1051-1067, 2021 | 11 | 2021 |
| Anomaly detection using multi-scale dynamic principal component analysis for Tenneesse Eastman Process KR Kini, M Madakyaru 2019 Fifth Indian Control Conference (ICC), 219-224, 2019 | 10 | 2019 |
| A novel anomaly detection scheme for high dimensional systems using Kantorovich distance statistic M Madakyaru, KR Kini International Journal of Information Technology 14 (6), 3001-3010, 2022 | 6 | 2022 |
| Automatic detection of unbalanced sitting postures in wheelchairs using unlabeled sensor data KR Kini, F Harrou, M Madakyaru, F Kadri, Y Sun IEEE Sensors Letters 6 (8), 1-4, 2022 | 6 | 2022 |
| Performance evaluation of independent component analysis-based fault detection using measurements corrupted with noise KR Kini, M Madakyaru Journal of Control, Automation and Electrical Systems 32 (3), 642-655, 2021 | 6 | 2021 |
| Monitoring multivariate process using improved Independent component analysis-generalized likelihood ratio strategy KR Kini, M Madakyaru IFAC-PapersOnLine 53 (1), 392-397, 2020 | 6 | 2020 |
| Improved anomaly detection based on integrated multi-scale principal component analysis using wavelets: An application to high dimensional processes KR Kini, M Madakyaru IFAC-PapersOnLine 53 (1), 398-403, 2020 | 6 | 2020 |
| Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework KR Kini, F Harrou, M Madakyaru, F Kadri, Y Sun IEEE Instrumentation & Measurement Magazine 26 (4), 37-43, 2023 | 4 | 2023 |
| Multivariate statistical based process monitoring using principal component analysis: An application to chemical reactor K Kini, M Madakyaru International Journal of Circuit Theory and Applications 9 (39), 303-311, 2016 | 4 | 2016 |
| Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy KR Kini, M Madakyaru, F Harrou, MK Menon, Y Sun ChemEngineering 8 (1), 1, 2023 | 3 | 2023 |
| Kantorovich distance based fault detection scheme: An application to wastewater treatment plant KR Kini, M Madakyaru IFAC-PapersOnLine 55 (1), 345-350, 2022 | 3 | 2022 |
| Detecting pediatric foot deformities using plantar pressure measurements: A semisupervised approach KR Kini, M Madakyaru, F Harrou, Y Sun IEEE Design & Test 40 (4), 61-68, 2023 | 2 | 2023 |
| Enhanced data-driven monitoring of wastewater treatment plants using the Kolmogorov–Smirnov test KR Kini, F Harrou, M Madakyaru, Y Sun Environmental Science: Water Research & Technology, 2024 | 1 | 2024 |
| Enhancing fault detection in multivariate industrial processes: Kolmogorov–Smirnov non-parametric statistical approach KR Kini, F Harrou, M Madakyaru, Y Sun Computers & Chemical Engineering 192, 108876, 2025 | | 2025 |
| PLS-based hellinger distance method for fault detection in chemical engineering systems KR Kini, F Harrou, M Madakyaru, Y Sun, MK Menon Engineering Research Express 6 (3), 035007, 2024 | | 2024 |
| A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study F Harrou, KR Kini, M Madakyaru, Y Sun Frontiers in Sensors 5, 1375034, 2024 | | 2024 |
Muddu Madakyaru Ph.DProfessor, Manipal Institute of Technology, MAHE, Manipal Academy of Higher Education, Manipal在 manipal.edu 的电子邮件经过验证
Muddu Madakyaru Ph.DProfessor, Manipal Institute of Technology, MAHE, Manipal Academy of Higher Education, Manipal在 manipal.edu 的电子邮件经过验证