All Stories

  1. Seizing opportunity: Advancing the science and practice of opportunistic maintenance in manufacturing

    Article • International Journal of Production Economics, October 2025, Elsevier

    Mr Mukund Subramaniyan

  2. Integrating Machine and Quality Data for Predictive Maintenance in Manufacturing System

    Article • January 2024, Springer Science + Business Media

    Mr Mukund Subramaniyan

  3. Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions

    Article • Journal of Manufacturing Systems, July 2021, Elsevier

    Mr Mukund Subramaniyan

  4. An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection

    Article • January 2021, Springer Science + Business Media

    Mr Mukund Subramaniyan

  5. A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective

    Article • Computers & Industrial Engineering, December 2020, Elsevier

    Mr Mukund Subramaniyan

  6. Data-driven machine criticality assessment – maintenance decision support for increased productivity

    Article • Production Planning & Control, September 2020, Taylor & Francis

    Mr Mukund Subramaniyan

  7. A generic hierarchical clustering approach for detecting bottlenecks in manufacturing

    Article • Journal of Manufacturing Systems, April 2020, Elsevier

    Mr Mukund Subramaniyan

  8. A prognostic algorithm to prescribe improvement measures on throughput bottlenecks

    Article • Journal of Manufacturing Systems, October 2019, Elsevier

    Mr Mukund Subramaniyan

  9. Adaptive Stream-based Shifting Bottleneck Detection in IoT-based Computing Architectures

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Mukund Subramaniyan

  10. Stream-IT: Continuous and dynamic processing of production systems data - throughput bottlenecks as a case-study

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Mukund Subramaniyan

  11. Applications of Big Data analytics and Related Technologies in Maintenance—Literature-Based Research

    Article • Machines, November 2018, MDPI AG

    Mr Mukund Subramaniyan

  12. A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines

    Article • Computers & Industrial Engineering, November 2018, Elsevier

    Mr Mukund Subramaniyan

  13. Data-driven algorithm for throughput bottleneck analysis of production systems

    Article • Production & Manufacturing Research, January 2018, Taylor & Francis

    Mr Mukund Subramaniyan

  14. Corrigendum

    Article • Cogent Engineering, December 2016, Taylor & Francis

    Mr Mukund Subramaniyan

  15. An algorithm for data-driven shifting bottleneck detection

    Article • Cogent Engineering, September 2016, Taylor & Francis

    Mr Mukund Subramaniyan

  16. Real-time data-driven average active period method for bottleneck detection

    Article • International Journal of Design & Nature and Ecodynamics, July 2016, WITPRESS LTD.

    Mr Mukund Subramaniyan

  17. Analysis of Critical Factors for Automatic Measurement of OEE

    Article • Procedia CIRP, January 2016, Elsevier

    Mr Mukund Subramaniyan