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What is proactive maintenance?

Preventive maintenance

Proactive maintenance

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Proactive maintenance is a strategic approach that aims to prevent failures by addressing the root causes of equipment breakdowns. It involves monitoring equipment conditions to detect deterioration early on, analyzing the root causes of failures through condition monitoring and data-driven methods, and implementing engineering solutions to eliminate potential issues gradually. By utilizing techniques like prescriptive analytics and reinforcement learning algorithms, proactive maintenance can enhance equipment availability, reduce downtime, and increase operational efficiency. This approach aligns with sustainable development goals by efficiently utilizing resources and promoting long-term equipment dependability. Proactive maintenance is crucial in various industries, such as rubber manufacturing and thermal power plants, where minimizing downtime and maximizing production capacity are paramount.

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Open access•Posted Content Proactive Network Maintenance using Fast, Accurate Anomaly Localization and Classification on 1-D Data Series Zhu Jingjie, Karthik Sundaresan, Rupe Jason W - Show less +2 more 17 Jul 2020-arXiv: Computer Vision and Pattern Recognition	Proactive maintenance is the use of network data to detect and locate faults before they escalate into service failures, enabling early intervention and prevention.
Open access•Journal Article•DOI Proactive Maintenance Model Based on the Law on Change of Mechanical Vibration Goran Otić, Goran Jovanov, Živoslav Adamović, Nemanja Jovanov, Stevo Jaćimovski - Show less +4 more 01 Jan 2021-Acta Polytechnica Hungarica 4 Citations	Proactive maintenance aims to identify and eliminate root causes of failures in systems, extending device life cycle, reducing downtime, and increasing production capacity through engineering solutions.
Open access•Journal Article•DOI Proactive Maintenance Model Using Reinforcement Learning Algorithm in Rubber Industry Chandran Senthil, R. Sudhakara Pandian - Show less +1 more 14 Feb 2022-Processes 3 Citations	Proactive maintenance involves using Reinforcement Learning Algorithm to enhance curing machine availability in the rubber industry by identifying critical components, preventing rapid failures, and maximizing machine availability.
Open access•Book Chapter•DOI Proactive Buildings: A Prescriptive Maintenance Approach Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos, Dimitrios Tzovaras - Show less +9 more 01 Jan 2022 2 Citations	Proactive maintenance integrates descriptive and predictive analytics to automate the detection of device issues, enhancing dependability and reducing operational costs in home or industrial settings.

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