Prognostics and health management for predictive maintenance: A review

C Huang, S Bu, HH Lee, CH Chan, SW Kong… - Journal of Manufacturing …, 2024 - Elsevier
In the pursuit of smart manufacturing, predictive maintenance (PdM) holds significant
importance as it allows manufacturing firms to effectively mitigate avoidable downtime and …

[HTML][HTML] A multi-objective maintenance strategy optimization framework for offshore wind farms considering uncertainty

M Li, X Jiang, J Carroll, RR Negenborn - Applied Energy, 2022 - Elsevier
While offshore wind energy is showing enormous potential, effective approaches to enhance
its economics are being sought at the same time. The design of maintenance strategy is a …

Reliability modeling and opportunistic maintenance optimization for a multicomponent system with structural dependence

DH Dinh, P Do, B Iung - Reliability Engineering & System Safety, 2024 - Elsevier
In manufacturing systems, components are typically structurally interdependent, and the
maintenance of a component often requires the disassembly of one or several other …

Group machinery intelligent maintenance: Adaptive health prediction and global dynamic maintenance decision-making

L Yang, S Zhou, X Ma, Y Chen, H Jia, W Dai - Reliability Engineering & …, 2024 - Elsevier
Intelligent preventive maintenance powered by health data analytics is essential to ensure
operation safety and performance of diverse industrial equipment. Despite the rapid …

Mission reliability-centered opportunistic maintenance approach for multistate manufacturing systems

X Yang, Y He, R Liao, Y Cai, W Dai - Reliability Engineering & System …, 2024 - Elsevier
Reliability-centered maintenance (RCM) is proactive maintenance that ensures the safe and
economical operation of manufacturing systems. Previous studies on RCM for …

Opportunistic maintenance policies for multi-machine production systems with quality and availability improvement

H Shi, J Zhang, E Zio, X Zhao - Reliability Engineering & System Safety, 2023 - Elsevier
Effective maintenance policies can improve the production system performance by
alleviating product quality degradation and increasing system reliability and availability …

Dynamic predictive and preventive maintenance planning with failure risk and opportunistic grou** considerations: A case study in the automotive industry

B Einabadi, M Mahmoodjanloo, A Baboli… - Journal of Manufacturing …, 2023 - Elsevier
Abstract Recently, the Predictive Maintenance (PdM) concept has gotten increasing
attention in industrial practices and academic research. It is often used with real-time data to …

[HTML][HTML] An optimization model for determining cost-efficient maintenance policies for multi-component systems with economic and structural dependencies

J Leppinen, A Punkka, T Ekholm, A Salo - Omega, 2025 - Elsevier
In most multi-component systems, the cost-efficiency of maintenance policies depends on
technical structural dependencies. Motivated by the recognition that these dependencies …

Opportunistic maintenance strategy optimization considering imperfect maintenance under hybrid unit-level maintenance strategy

X Li, Y Ran, B Chen, F Chen, Y Cai, G Zhang - Computers & Industrial …, 2023 - Elsevier
Opportunistic maintenance is a widely adopted strategy for maintaining multi-unit systems,
which has garnered significant attention from researchers. However, the current …

Multi-level predictive maintenance of smart manufacturing systems driven by digital twin: A matheuristics approach

Q Feng, Y Zhang, B Sun, X Guo, D Fan, Y Ren… - Journal of Manufacturing …, 2023 - Elsevier
Digital twin technology is gradually being applied to smart manufacturing systems and is
providing valuable information for predictive maintenance of swarms of machines, but also …