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Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects
Given the growing amount of industrial data in the 4th industrial revolution, deep learning
solutions have become popular for predictive maintenance (PdM) tasks, which involve …
solutions have become popular for predictive maintenance (PdM) tasks, which involve …
Industrial maintenance decision-making: A systematic literature review
The increasing competition among industries has leveraged the emergence of various tools
and methods for maintenance decision-making support. This paper identifies in literature the …
and methods for maintenance decision-making support. This paper identifies in literature the …
Maintenance policy optimization—literature review and directions
SH Ding, S Kamaruddin - The International Journal of Advanced …, 2015 - Springer
Numerous of maintenance policies were developed due to the change in the manufacturing
environment and the growing of technologies in the past few decades. Due to fluctuation …
environment and the growing of technologies in the past few decades. Due to fluctuation …
Reliability centered maintenance (RCM): literature review of current industry state of practice
J Geisbush, ST Ariaratnam - Journal of Quality in Maintenance …, 2022 - emerald.com
Purpose Reliability centered maintenance (RCM) is a process used to determine activities to
be taken to ensure an asset continues to perform asset's function in asset's present …
be taken to ensure an asset continues to perform asset's function in asset's present …
Risk analysis for occupational safety and health in the textile industry: Integration of FMEA, FTA, and BIFPET methods
Identifying and managing health and safety risks that threaten personnel in production
systems are vital for the continuity and success of organizations. Many tools are used to …
systems are vital for the continuity and success of organizations. Many tools are used to …
Maintenance in the downstream petroleum industry: A review on methodology and implementation
This paper presents a literature review on maintenance operations in the downstream
petroleum industry. This process industry comprises facilities ranging from processing units …
petroleum industry. This process industry comprises facilities ranging from processing units …
A SWOT analysis of reliability centered maintenance framework
Purpose–The purpose of this paper is to use well-established methodology strengths,
weaknesses, opportunities and threats (SWOT) analysis–in order to identify the important …
weaknesses, opportunities and threats (SWOT) analysis–in order to identify the important …
Advanced model for maintenance management in a continuous improvement cycle: integration into the business strategy
This paper presents an advanced model for the integrated management for industrial plant
maintenance and equivalent. The proposed model achieves to align the local maintenance …
maintenance and equivalent. The proposed model achieves to align the local maintenance …
A new fuzzy approach to identify the critical risk factors in maintenance management
Maintenance is carried out to prevent the occurrence of events that lead to malfunction and
interruption of the production process or the operation of the concerned equipment. One of …
interruption of the production process or the operation of the concerned equipment. One of …
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge
O Serradilla, E Zugasti… - … Journal of Computer …, 2022 - Taylor & Francis
The 4th industrial revolution has connected machines and industrial plants, facilitating
process monitoring and the implementation of predictive maintenance (PdM) systems that …
process monitoring and the implementation of predictive maintenance (PdM) systems that …