English

Smart Asset Management for Electric Utilities: Big Data and Future

Other Computer Science 2018-02-20 v2 Computers and Society

Abstract

This paper discusses about future challenges in terms of big data and new technologies. Utilities have been collecting data in large amounts but they are hardly utilized because they are huge in amount and also there is uncertainty associated with it. Condition monitoring of assets collects large amounts of data during daily operations. The question arises "How to extract information from large chunk of data?" The concept of "rich data and poor information" is being challenged by big data analytics with advent of machine learning techniques. Along with technological advancements like Internet of Things (IoT), big data analytics will play an important role for electric utilities. In this paper, challenges are answered by pathways and guidelines to make the current asset management practices smarter for the future.

Keywords

Cite

@article{arxiv.1706.09711,
  title  = {Smart Asset Management for Electric Utilities: Big Data and Future},
  author = {Swasti R. Khuntia and Jose L. Rueda and Mart A. M. M. van der Meijden},
  journal= {arXiv preprint arXiv:1706.09711},
  year   = {2018}
}

Comments

13 pages, 3 figures, Proceedings of 12th World Congress on Engineering Asset Management (WCEAM) 2017

R2 v1 2026-06-22T20:33:17.854Z