Research on the Construction and Development of PHM-Oriented Standard System

DOI

10.2991/978-94-6463-958-2_13How to use a DOI?

Keywords

Prognostics and Health Management (PHM); Standard System; Condition Monitoring; Life Prediction

Abstract

As a core support for the intelligent operation and maintenance of equipment, Prognostics and Health Management (PHM) technology heavily relies on advanced computer technologies, such as artificial intelligence algorithms, big data analytics, and machine learning models. From the perspective of computer technology, and addressing the issue of lagging standardization in PHM, this paper proposes a four-layer standard architecture for PHM. By analyzing the technical characteristics and application requirements of PHM, the study identifies shortcomings in existing standard systems, particularly concerning dynamic data integration and intelligent algorithm verification. Research indicates that international standard systems suffer from fragmentation, while the development of domestic standards has experienced a relatively late start in the integration of computer technologies and suffers from a lack of systematicity. Consequently, a standard system architecture comprising the Basic Standard Layer, Technical Standard Layer, Application Standard Layer, and Management Standard Layer is constructed. This architecture focuses on addressing key technical challenges related to computer technology, such as unified data interfaces, guaranteed algorithm interpretability, and verification based on cloud-edge synergy. A phased implementation strategy is proposed, providing a theoretical basis and an implementation pathway for PHM standardization in China, which holds considerable significance for advancing intelligent equipment maintenance.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Yijun Huang
AU  - Qingyu Zhu
AU  - Bao Du
AU  - Jian Shen
AU  - Ziwang Zhang
PY  - 2025
DA  - 2025/12/26
TI  - Research on the Construction and Development of PHM-Oriented Standard System
BT  - Proceedings of the 5th International Conference on Management Science and Software Engineering (ICMSSE 2025)
PB  - Atlantis Press
SP  - 102
EP  - 115
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-958-2_13
DO  - 10.2991/978-94-6463-958-2_13
ID  - Huang2025
ER  -