Prescriptive maintenance of prestressed concrete bridges considering digital twin and key performance indicator

CH Jeon, CS Shim, YH Lee, J Schooling - Engineering Structures, 2024 - Elsevier
The demand for improving the efficient management of maintenance systems has
continuously increased, and digital twins (DTs) are expected to innovatively transform …

Data-driven prescriptive maintenance: Failure prediction using ensemble support vector classification for optimal process and maintenance scheduling

CAK Gordon, B Burnak, M Onel… - Industrial & …, 2020 - ACS Publications
Maintenance can improve the availability of aging production systems and prevent process
safety incidents. However, because of system complexity, resource allocation is nontrivial …

An analysis of machine learning algorithms in rotating machines maintenance

AS Roque, VW Krebs, IC Figueiro, N Jazdi - IFAC-PapersOnLine, 2022 - Elsevier
The industrial maintenance activities represent an increase in production costs, mainly
caused by unnecessary production stops. Recent technologies approaches are handling the …

[PDF][PDF] REPLICA: A Solution for Next Generation IoT and Digital Twin Based Fault Diagnosis and Predictive Maintenance.

R Rossini, D Conzon, G Prato, C Pastrone… - SAM IoT, 2020 - ceur-ws.org
Nowadays competitiveness goes through several aspects: digitalization, productivity and
environmental impact. Technology is advancing fast and helping industries to obtain more …

Low-frequency adaptation-deep neural network-based domain adaptation approach for shaft imbalance fault diagnosis

JK Arora, S Rajagopalan, J Singh, A Purohit - Journal of Vibration …, 2024 - Springer
Purpose This paper proposes a Low-Frequency Adaptation-Deep Neural Network (LFA-
DNN) architecture for the classification of shaft imbalance in rotatory machinery. Additionally …

A framework for conceptualizing integrated prescriptive maintenance and production planning and control models

K Wesendrup, B Hellingrath… - Brazilian Journal of …, 2024 - bjopm.org.br
Goal: This study aims to support researchers and managers in conceptualising new
integrated prescriptive maintenance (PxM) and production planning and control (PPC) …

PRESCRIPTIVE MAINTENANCE SYNCHRONIZED TO THE CHARACTERISTICS OF INDUSTRY 5.0: A THEORETICAL DISCUSSION

JB de Souza, SMS Rocha - Journal of Technology and …, 2024 - e-journal.uum.edu.my
This article aims to examine and understand the current scope of Prescriptive Maintenance
integrated with the human-centric characteristics of Industry 5.0. Therefore, the main …

Prescriptive System for Reconfigurable Manufacturing Systems considering Variable Demand and Production Rates

CIM Baltazar - 2020 - repositorio-aberto.up.pt
The current market is dynamic and, consequently, industries need to be able to meet
unpredictable market changes in order to remain competitive. To address the change in …

[PDF][PDF] Opportunist Maintenance Intelligent System for Failures Prediction and Planning Optimization

BC Araújo - 2020 - repositorio-aberto.up.pt
Manufacturing companies are always looking for ways to minimize costs and to be more
productive. One way to achieve these goals is through maintenance of the production …