Analysis of critical factors for automatic measurement of OEE R Hedman, M Subramaniyan, P Almström Procedia Cirp 57, 128-133, 2016 | 145 | 2016 |
A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines M Subramaniyan, A Skoogh, H Salomonsson, P Bangalore, J Bokrantz Computers & Industrial Engineering 125, 533-544, 2018 | 115 | 2018 |
A generic hierarchical clustering approach for detecting bottlenecks in manufacturing M Subramaniyan, A Skoogh, AS Muhammad, J Bokrantz, B Johansson, ... Journal of Manufacturing Systems 55, 143-158, 2020 | 68 | 2020 |
An algorithm for data-driven shifting bottleneck detection M Subramaniyan, A Skoogh, M Gopalakrishnan, H Salomonsson, ... Cogent Engineering 3 (1), 1239516, 2016 | 52 | 2016 |
Artificial intelligence for throughput bottleneck analysis–State-of-the-art and future directions M Subramaniyan, A Skoogh, J Bokrantz, MA Sheikh, M Thürer, Q Chang Journal of Manufacturing Systems 60, 734-751, 2021 | 47 | 2021 |
Data-driven algorithm for throughput bottleneck analysis of production systems M Subramaniyan, A Skoogh, H Salomonsson, P Bangalore, ... Production & Manufacturing Research 6 (1), 225-246, 2018 | 45 | 2018 |
Applications of big data analytics and related technologies in maintenance—literature-based research J Baum, C Laroque, B Oeser, A Skoogh, M Subramaniyan Machines 6 (4), 54, 2018 | 41 | 2018 |
Data-driven machine criticality assessment–maintenance decision support for increased productivity M Gopalakrishnan, M Subramaniyan, A Skoogh Production Planning & Control 33 (1), 1-19, 2022 | 38 | 2022 |
A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective M Subramaniyan, A Skoogh, AS Muhammad, J Bokrantz, B Johansson, ... Computers & Industrial Engineering 150, 106851, 2020 | 33 | 2020 |
Real-time data-driven average active period method for bottleneck detection M Subramaniyan, A Skoogh, M Gopalakrishnan, A Hanna International Journal of Design & Nature and Ecodynamics 11 (3), 428-437, 2016 | 27 | 2016 |
A prognostic algorithm to prescribe improvement measures on throughput bottlenecks M Subramaniyan, A Skoogh, AS Muhammad, J Bokrantz, ET Bekar Journal of Manufacturing Systems 53, 271-281, 2019 | 23 | 2019 |
Realising the promises of artificial intelligence in manufacturing by enhancing CRISP-DM J Bokrantz, M Subramaniyan, A Skoogh Production Planning & Control, 1-21, 2023 | 13 | 2023 |
An enhanced data-driven algorithm for shifting bottleneck detection C Roser, M Subramaniyan, A Skoogh, B Johansson Advances in Production Management Systems. Artificial Intelligence for …, 2021 | 7 | 2021 |
Adaptive stream-based shifting bottleneck detection in iot-based computing architectures H Najdataei, M Subramaniyan, V Gulisano, A Skoogh, M Papatriantafilou 2019 24th IEEE International Conference on Emerging Technologies and Factory …, 2019 | 3 | 2019 |
Throughput bottleneck detection in manufacturing: a systematic review of the literature on methods and operationalization modes A Skoogh, M Thürer, M Subramaniyan, A Matta, C Roser Production & Manufacturing Research 11 (1), 2283031, 2023 | 2 | 2023 |
Introduction to innovation analytics M Subramaniyan, N Subramanian, S Ponnambalam, M Janardhanan | 1 | 2023 |
Stream-IT: Continuous and dynamic processing of production systems data-throughput bottlenecks as a case-study H Najdataei, M Subramaniyan, V Gulisano, A Skoogh, M Papatriantafilou 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE …, 2019 | 1 | 2019 |
Integrating Machine and Quality Data for Predictive Maintenance in Manufacturing System SF Roselli, M Dahl, M Subramaniyan, ET Bekar, A Skoogh IFIP International Conference on Advances in Production Management Systems …, 2024 | | 2024 |