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Transportation Engineering, 2023 Transportation plays a crucial role in facilitating economic and social interactions, but also significantly contributes to global pollution. To address this sustainability challenge, smart use of resources and transport modes is needed. To contribute to
Joaquim A．P． Braga +1 more
doaj +1 more source
Maintenance Data Management for Condition-Based Maintenance Implementation
, 2021 The ability to rapidly obtain significant and accurate information from extensive data records is a key factor for companies’ success in today's competitive environment. Different machine learning algorithms can be used to extract information from data. However, to enable their application appropriate data structures must be defined.
Teixeira, Humberto +2 more
openaire +3 more sources
Optimal Preventive Maintenance Tactics Model Based on Condition-based Maintenance
Hangkong gongcheng jinzhan, 2018 Condition-based maintenance(CBM) is based on specific system operation condition to evaluate the real status of monitored equipment. CBM overcome the blindness of maintenance, and is able to effectively reduce accidental failures caused by insufficient ...
Chen Hao, Zhou Zheng, Xie Zheng
doaj +1 more source
Maintenance strategy of ship multi-state deterioration system under reinforcement learning mode
Zhongguo Jianchuan Yanjiu, 2021 ObjectivesNaval ship systems such as the hull structure, weapons equipment and power equipment will deteriorate during their service life. Thus, a ship maintenance strategy based on the actual deterioration state is essential for ensuring the safety and ...
Jianda CHENG +3 more
doaj +1 more source
IDENTIFICATION OF EQUIPMENT DEGRADATION PHASE IN PREVENTATIVE MAINTENANCE SYSTEMS [PDF]
Научно-технический вестник информационных технологий, механики и оптики, 2019 Subject of Research. The paper proposes a novel organization technique for preventive maintenance systems (including condition-based and predictive maintenance systems) based on the use of modern machine learning methods.
Andrey V. Timofeev, Victor M. Denisov
doaj +1 more source
, 2021 Many production facilities consist of multiple units of equipment, such as pumps or turbines, that are jointly used to satisfy a given production target. Such systems often have overcapacity to ensure high levels of reliability and availability.
Michiel A. J. uit het Broek +3 more
semanticscholar +1 more source
Challenges and solutions in condition-based maintenance implementation - A multiple case study
Journal of Cleaner Production, 2021 Previous literature has highlighted many opportunities for digital technologies, such as the Internet of Things (IoT) and data analytics, to enable circular strategies, i.e., strategies which support the transition to a circular economy (CE).
Emilia Ingemarsdotter +4 more
semanticscholar +1 more source
On the role of Prognostics and Health Management in advanced maintenance systems [PDF]
, 2016 The advanced use of the Information and Communication Technologies is evolving the way that systems are managed and maintained. A great number of techniques and methods have emerged in the light of these advances allowing to have an accurate and ...
Crespo Márquez, Adolfo +3 more
core +2 more sources
Robust condition‐based production and maintenance planning for degradation management
Production and operations management, 2023 We study the robust production and maintenance control for a production system subject to degradation. A periodic maintenance scheme is considered, and the system production rate can be dynamically adjusted before maintenance, serving as a proactive way ...
Qiuzhuang Sun +3 more
semanticscholar +1 more source
Circuit breaker prognostics using SF6 data [PDF]
, 2011 Control decisions within future energy networks may take account of the health and condition of network assets, pushing condition monitoring within the smart grid remit.
Catterson, Victoria +3 more
core +1 more source