Concepedia

Predictive Asset Analytics

Predictive Asset Analytics is a computational method within asset information systems that leverages historical and real-time data to forecast asset performance, degradation, or failure by employing statistical modeling and machine learning techniques, thereby enabling proactive maintenance and decision-making.

8

Publications

283

Citations

31

Authors

13

Institutions

Publications per year

2017–2026

6

Parents

Publications

8

Artificial Intelligence in Asset Management

Söhnke M. Bartram, Jürgen Branke, Mehrshad Motahari · SSRN Electronic Journal · 2020 · 71 citations · Full text

, , +17

Revolutionizing Risk Assessment and Financial Ecosystems with Smart Automation, Secure Digital Solutions, and Advanced Analytical Frameworks

Balaji Adusupalli, Sneha Singireddy, Harish Kumar Sriram et al. · Universal Journal of Finance and Economics · 2021 · 66 citations · Full text

, , +17

Asset portfolio optimization using support vector machines and real-coded genetic algorithm

Pankaj Gupta, Mukesh Kumar Mehlawat, Garima Mittal · Journal of Global Optimization · 2011 · 65 citations

, , +16

Asset health management using predictive and prescriptive analytics for the electric power grid

A. Goyal, Ernauli Aprilia, Geert Janssen et al. · IBM Journal of Research and Development · 2016 · 43 citations

, , +17

Predictive asset availability optimization for underground trucks and loaders in the mining industry

Sunil D. Patil, Abhishek Mitra, Krishnaveni Tuggali Katarikonda et al. · OPSEARCH · 2021 · 29 citations

, , +15

1–5 of 8

Authors

31

  1. MM
    Mehrshad Motahari

    University of Warwick, United Kingdom

    2 publications · 84 citations

    2

    h-index

  2. SM
    Söhnke M. Bartram

    University of Warwick, United Kingdom

    2 publications · 84 citations

    2

    h-index

  3. JB
    Jürgen Branke

    University of Warwick, United Kingdom

    2 publications · 84 citations

    2

    h-index

  4. AM
    Abhishek Mitra

    The University of Texas Medical Branch at Galveston, United States

    1 publications · 29 citations

    1

    h-index

  5. SD
    Sunil D. Patil

    Sandvik (Sweden), Sweden

    1 publications · 29 citations

    1

    h-index

1–5 of 31

Institutions

13

  1. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    2 publications

    84 citations

  2. University of Warwick

    Coventry, United Kingdom

    2 h-index

    4 publications

    168 citations

  3. Centre for Economic Policy Research

    London, United Kingdom

    2 h-index

    2 publications

    84 citations

  4. Cambridge School

    Lisbon, Portugal

    2 h-index

    2 publications

    84 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    1 h-index

    3 publications

    66 citations

  6. IBM (India)

    Bengaluru, India

    1 h-index

    3 publications

    87 citations

  7. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    3 publications

    66 citations

  8. Academy of Mathematics and Systems Science

    Beijing, China

    1 h-index

    3 publications

    66 citations

1–8 of 13

Venues

  1. SSRN Electronic Journal

    Repository · 2 publications · 84 citations

    2

    h-index

  2. OPSEARCH

    1 publications · 29 citations

    1

    h-index

  3. Journal of Global Optimization

    1 publications · 65 citations

    1

    h-index

  4. Scientific Reports

    1 publications · 15 citations

    1

    h-index

  5. Financial Innovation

    1 publications · 22 citations

    1

    h-index

1–5