2022年1月1日 · Prognostics and health management (PHM) is an enabling technology used to maintain the reliable, efficient, economic and safe operation of engineering equipment, systems and structures.

2022年2月1日 · Prognostics and Health Management (PHM) is a computation-based paradigm that elaborates on physical knowledge, information and data [1] of structures, systems and components (SSCs) operation and maintenance, to enable detecting equipment and process anomalies, diagnosing degradation states and faults, predicting the evolution of degradation to f...

2021年9月1日 · We dig into the problem essence of the DE³ of PHM by reviewing the research work, extracting the research conclusions from 235 related publications, and exposing the current methodologies and...

2019年11月1日 · This paper surveys recent advancements in PHM methodologies using deep learning with the aim of identifying research gaps and suggesting further improvements. After a brief introduction to several deep learning models, we review and analyze applications of fault detection, diagnosis and prognosis using deep learning.

2022年1月1日 · Prognostics and health management (PHM) is an enabling technology used to maintain the reliable, efficient, economic and safe operation of engineering equipment, systems and structures.

2015年5月19日 · In this paper, we provide a concise review of mainstream methods in major aspects of the PHM framework, including the updated research from both statistical science and engineering, with a focus on data-driven approaches. Real world examples have been provided to illustrate the implementation of PHM in practice. 1. Introduction.

In the past few years, a number of review papers have presented PHM based on different usage needs and application scenarios. In this paper, we look into the existing works from the...

2022年9月9日 · This review serves as a guideline for researchers and practitioners with varying levels of experience seeking to broaden their know-how about AI-based PHM. Specifically, we provide both a broad quantitative analysis and a comprehensive qualitative examination of the roles of AI in PHM.

2024年7月14日 · Prognostics and health management (PHM) provides early fault diagnosis and repair ideas. PHM is a comprehensive technology that integrates the physical knowledge, information, and data on structures, systems, and components during operation and …

2023年7月1日 · Prognostic and health management (PHM) methods focus on improving the performance and reliability of systems with a high degree of complexity and criticality. These systems include engines, turbines, and robotic systems.