Describing Problem for the PHMAP 2017 Data Challenge Competition and Suggestions for Future Study

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Published Jul 14, 2017
DOI https://doi.org/10.36001/phmap.2017.v1i1.1682
Hyunseok Oh
School of Mechanical Engineering, Gwangju Institute of Science and Technology, Gwangju, 61005, Korea
Yun Ho Seo
Department of System Dynamics, Korea Institute of Machinery and Materials, Daejeon, 305-343, Korea
Min-Hwan Mo
Technology Research and Development Institute, KEPCO Plant Service and Engineering Co., LTD, Naju, 58217, Korea
Joo-Hyung Kim
Department of Mechanical Engineering, Inha University, Incheon, 402-751, Korea

Abstract

Pulverizers in a power plant are used to grind coal in the form of find power for combustion. To secure reliable operation, redundant pulverizers are installed in the power plant. If the current health condition and remaining useful life of a gearbox system in each pulverizer are estimated correctly, the pulverizers can be operated and maintained in a cost-effective manner. To this end, a Data Challenge Committee in the PHMAP 2017 conference is organized to run an open competition. This paper presents the original problem and observed facts as well as the list of winners of the Data Challenge Competition. We anticipate that this paper can be used as a reference in the development of a prognostic method that can predict the health conditions of the pulverizers accurately.

Abstract 45 | PDF Downloads 57

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Keywords

PHM

Issue
Vol. 1 No. 1 (2017): Proceedings of the Asia Pacific Conference of the PHM Society 2017
Section
Data Challenge Papers