Data-driven prescriptive maintenance: Failure prediction using ensemble support vector classification for optimal process and maintenance scheduling
Maintenance can improve the availability of aging production systems and prevent process
safety incidents. However, because of system complexity, resource allocation is nontrivial …
safety incidents. However, because of system complexity, resource allocation is nontrivial …
Optimization of multipurpose process plant operations: A multi-time-scale maintenance and production scheduling approach
M Biondi, G Sand, I Harjunkoski - Computers & Chemical Engineering, 2017 - Elsevier
Scheduling of production and maintenance plays a fundamental role in the effective
operation of process plants. Frequently the two decision processes are independently …
operation of process plants. Frequently the two decision processes are independently …
A hybrid of variable neighbor search and fuzzy logic for the permutation flowshop scheduling problem with predictive maintenance
This study focuses on permutation flowshop scheduling problem (PFSP) under availability
constraints with makespan and maintenance cost optimization criteria. Machines …
constraints with makespan and maintenance cost optimization criteria. Machines …
A decison-making approach for job shop scheduling with job depending degradation and predictive maintenance
Maintenance is a strategic function in a company. It aims to ensure the proper functioning of
an equipment. It no longer has the sole objective to repair a system but also to anticipate …
an equipment. It no longer has the sole objective to repair a system but also to anticipate …
Medium-term optimization-based approach for the integration of production planning, scheduling and maintenance
AM Aguirre, LG Papageorgiou - Computers & Chemical Engineering, 2018 - Elsevier
A medium-term optimization-based approach is proposed for the integration of production
planning, scheduling and maintenance. The problem presented in this work considers a …
planning, scheduling and maintenance. The problem presented in this work considers a …
IPro-GA: an integrated prognostic based GA for scheduling jobs and predictive maintenance in a single multifunctional machine
In highly competitive environment, manufacturing system availability has become a critical
issue. For this reason, predictive maintenance must be properly integrated in the production …
issue. For this reason, predictive maintenance must be properly integrated in the production …
Post prognostic decision for predictive maintenance planning with remaining useful life uncertainty
K Benaggoune, S Meraghni, J Ma… - 2020 prognostics …, 2020 - ieeexplore.ieee.org
This paper investigates the use of the Particle Swarm Optimization (PSO) algorithm to
quantify the effect of RUL uncertainty on predictive maintenance planning. The prediction of …
quantify the effect of RUL uncertainty on predictive maintenance planning. The prediction of …
Hybrid of metaheuristic approaches and fuzzy logic for the integrated flowshop scheduling with predictive maintenance problem under uncertainties
Maintenance interventions must be properly integrated in the production scheduling in order
to prevent failure risks. In this context, we investigate the permutation flowshop scheduling …
to prevent failure risks. In this context, we investigate the permutation flowshop scheduling …
An Artificial Bee Colony Algorithm for Coordinated Scheduling of Production Jobs and Flexible Maintenance in Permutation Flowshops
A Ladj, F Benbouzid-Si Tayeb, A Dahamni… - Technologies, 2024 - mdpi.com
This research work addresses the integrated scheduling of jobs and flexible (non-
systematic) maintenance interventions in permutation flowshop production systems. We …
systematic) maintenance interventions in permutation flowshop production systems. We …
Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine
Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine
Page 1 Exact and heuristic algorithms for post prognostic decision in a single multifunctional …
Page 1 Exact and heuristic algorithms for post prognostic decision in a single multifunctional …