A hybrid CNN-LSTM model for joint optimization of production and imperfect predictive maintenance planning
HD Shoorkand, M Nourelfath, A Hajji - Reliability Engineering & System …, 2024 - Elsevier
This paper deals with the problem of dynamically integrating tactical production planning
and predictive maintenance in the context of a rolling horizon approach. At the production …
and predictive maintenance in the context of a rolling horizon approach. At the production …
A deep learning approach for integrated production planning and predictive maintenance
H Dehghan Shoorkand, M Nourelfath… - International Journal of …, 2023 - Taylor & Francis
This paper considers a multi-period multi-product capacitated lot-sizing problem. It develops
an integrated predictive maintenance and production planning framework using deep …
an integrated predictive maintenance and production planning framework using deep …
A robust integrated production and preventive maintenance planning model for multi-state systems with uncertain demand and common cause failures
M Alimian, M Saidi-Mehrabad… - Journal of Manufacturing …, 2019 - Elsevier
Integrating production and maintenance plans is a novel solution to reduce the related
errors of these basic manufacturing planning problems. The purpose of the proposed paper …
errors of these basic manufacturing planning problems. The purpose of the proposed paper …
Production planning approaches: a review from green perspective
There is an increasing concern about incorporating green criteria into production planning
approaches. Production planning models that ignore green parameters may generate …
approaches. Production planning models that ignore green parameters may generate …
An optimization model for operational planning and turnaround maintenance scheduling of oil and gas supply chain
AM Ghaithan - Applied Sciences, 2020 - mdpi.com
Hydrocarbon supply chain (HCSC) is a complex network that extends from oil and gas fields
to demand nodes. Integrating operation and maintenance activities along this complex …
to demand nodes. Integrating operation and maintenance activities along this complex …
Integration aggregate production planning and maintenance using mixed integer linear programming
M Erfanian, M Pirayesh - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
Aggregate production planning is a planning process and control of entire production
activities to meet the variable demands of aggregate products. The goal is to determine the …
activities to meet the variable demands of aggregate products. The goal is to determine the …
An integrated production and preventive maintenance planning model with imperfect maintenance in multi-state system
Production planning and maintenance are two important problems in manufacturing
systems. Despite the relationship exists between these two problems due to sudden failures …
systems. Despite the relationship exists between these two problems due to sudden failures …
Maintenance with production planning constraints in semiconductor manufacturing
A Moritz, S Dauzère-Pérès… - 2020 Winter …, 2020 - ieeexplore.ieee.org
In semiconductor manufacturing, as in most manufacturing contexts, preventive
maintenance is required to avoid machine failures and to ensure product quality. In this …
maintenance is required to avoid machine failures and to ensure product quality. In this …
A lot-sizing model for maintenance planning in a circular economy context
E Foussard, ML Espinouse, G Mounié… - Advances in Production …, 2021 - Springer
Abstract The transition towards Circular Economy is a crucial issue of European
environmental policies. It requires a complete overhaul of production systems, in order to …
environmental policies. It requires a complete overhaul of production systems, in order to …
Improving Performance of Production Lines: Integration of Maintenance and Quality Policies: A Literature Review
Z Boumallessa, H Chouikhi, M Elleuch… - Advances in Mechanical …, 2021 - Springer
Production scheduling, quality management and maintenance planning are the main
functions of operational management in industrial plants. Although in reality they are …
functions of operational management in industrial plants. Although in reality they are …