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Machinery health prognostics: A systematic review from data acquisition to RUL prediction
Machinery prognostics is one of the major tasks in condition based maintenance (CBM),
which aims to predict the remaining useful life (RUL) of machinery based on condition …
which aims to predict the remaining useful life (RUL) of machinery based on condition …
Recent applications of big data analytics in railway transportation systems: A survey
Big data analytics (BDA) has increasingly attracted a strong attention of analysts,
researchers and practitioners in railway transportation and engineering. This urges the …
researchers and practitioners in railway transportation and engineering. This urges the …
Failure prognosis and applications—A survey of recent literature
Fault diagnosis and prognosis are some of the most crucial functionalities in complex and
safety-critical engineering systems, and particularly fault diagnosis, has been a subject of …
safety-critical engineering systems, and particularly fault diagnosis, has been a subject of …
A model-based method for remaining useful life prediction of machinery
Remaining useful life (RUL) prediction allows for predictive maintenance of machinery, thus
reducing costly unscheduled maintenance. Therefore, RUL prediction of machinery appears …
reducing costly unscheduled maintenance. Therefore, RUL prediction of machinery appears …
An overview of the state of the art in aircraft prognostic and health management strategies
Aircraft are complex engineering systems composed of many interconnected subsystems
with possible uncertainties in their structure. They often function for a long number of flight …
with possible uncertainties in their structure. They often function for a long number of flight …
A hybrid approach based on deep neural network and double exponential model for remaining useful life prediction
J Liang, H Liu, NC ** prescriptive maintenance strategies in the aviation industry based on a discrete-event simulation framework for post-prognostics decision making
The aviation industry is facing an ever-increasing competition to lower its operating cost.
Simultaneously, new factors, such as sustainability and customer experience, become more …
Simultaneously, new factors, such as sustainability and customer experience, become more …
Railway bridge structural health monitoring and fault detection: State-of-the-art methods and future challenges
Railway importance in the transportation industry is increasing continuously, due to the
growing demand of both passenger travel and transportation of goods. However, more than …
growing demand of both passenger travel and transportation of goods. However, more than …
A review of sustainable maintenance strategies for single component and multicomponent equipment
J Zhao, C Gao, T Tang - Sustainability, 2022 - mdpi.com
Contemporary industrial equipment is increasingly develo** towards complexity. In order
to ensure the high reliability and sustainability of industrial equipment, more flexible …
to ensure the high reliability and sustainability of industrial equipment, more flexible …
A review of remaining useful life prediction approaches for mechanical equipment
Y Zhang, L Fang, Z Qi, H Deng - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The precise maintenance and scientific management of large and complex mechanical
equipment are of great significance for ensuring the safe operation of equipment and …
equipment are of great significance for ensuring the safe operation of equipment and …