Condition Based Maintenance Optimization for Multi-Component Systems Based on Neural Network Health Prediction

Condition Based Maintenance Optimization for Multi-Component Systems Based on Neural Network Health Prediction

Condition-based maintenance (CBM) is an effective maintenance approach to prioritize and optimize maintenance resources based on condition monitoring information. A well established and effective CBM program can eliminate unnecessary maintenance actions, lower maintenance costs, reduce system downti...

Full description

Bibliographic Details
Main Author:	Cheng, Jialin
Format:	Others
Published:	2010
Online Access:	http://spectrum.library.concordia.ca/7448/1/Cheng_MSc_S2011.pdf Cheng, Jialin <http://spectrum.library.concordia.ca/view/creators/Cheng=3AJialin=3A=3A.html> (2010) Condition Based Maintenance Optimization for Multi-Component Systems Based on Neural Network Health Prediction. Masters thesis, Concordia University.

Similar Items

Optimal Condition-Based Maintenance Strategy for Multi-Component Systems under Degradation Failures
by: Kui Wang, et al.
Published: (2020-08-01)

Condition-based maintenance for multi-component systems with degradation interactions
by: Rasmekomen, Nipat
Published: (2015)

Condition-based maintenance policies for multi-component systems considering stochastic dependences
by: Li, Heping
Published: (2016)

Optimization of the maintenance planning of a multi-component system
by: Mallouk Issam, et al.
Published: (2018-01-01)

Condition-Based Maintenance Modeling and Reliability Assessment for Multi-Component Systems with Structural Dependence under Extended Warranty
by: Rongcai Wang, et al.
Published: (2021-01-01)

MULTI-EQUIPMENT CONDITION BASED MAINTENANCE OPTIMIZATION BY MULTI-OBJECTIVE GENETIC ALGORITHM
by: Valcuha Å tefan, et al.
Published: (2011-09-01)

OPPORTUNISTIC MAINTENANCE OPTIMIZATION BASED ON STOCHASTIC DEPENDENCE FOR MULTI-COMPONENT SYSTEM EXPOSED TO DIFFERENT FAILURE MODES
by: Alghanmi, Sameer, Alghanmi
Published: (2018)

Condition Based Maintenance for Two-Component Systems with Reliability and Cost Considerations
by: S. G. Jalali Naini, et al.
Published: (2009-09-01)

Scheduling optimal maintenance times for a system based on component reliabilities
by: Rao, Naresh Krishna
Published: (2014)

Reliability-Based Opportunistic Maintenance Modeling for Multi-Component Systems with Economic Dependence under Base Warranty
by: Rongcai Wang, et al.
Published: (2021-01-01)

Prediction-Based Maintenance of Existing Bridges Using Neural Network and Sensitivity Analysis
by: Pengyong Miao
Published: (2021-01-01)

Maintenance policies to guarantee optimal performance of stochastically deteriorating multi-component systems
by: Barker, Colin Thomas
Published: (2006)

Construction and optimization of a preventive maintenance model for multi-component degraded systems
by: Huang Chao-Hui, et al.
Published: (2014)

Optimal Learning Behavior Prediction System Based on Cognitive Style Using Adaptive Optimization-Based Neural Network
by: Ghada Aldabbagh, et al.
Published: (2020-01-01)

Condition based maintenance optimization for multi-state wind power generation systems under periodic inspection
by: Abdollahzadeh Hadi, et al.
Published: (2015-01-01)

Attention based multi-component spatiotemporal cross-domain neural network model for wireless cellular network traffic prediction
by: Qingtian Zeng, et al.
Published: (2021-07-01)

Optimal selective maintenance for multi-state systems in variable loading conditions
by: Dao, Cuong D., et al.
Published: (2020)

A condition-based opportunistic maintenance policy integrated with energy efficiency for two-component parallel systems
by: Aiping Jiang, et al.
Published: (2018-10-01)

Joint Optimization in Condition-Based Maintenance and Inventory Policy for the Repairable System
by: Huayang Deng, et al.
Published: (2021-01-01)

NEURAL NETWORKS FOR PREDICTIVE MAINTENANCE ON OFF-HIGWAY TRUCKS
by: FELIPE MIANA DE FARIA FURTADO
Published: (2009)

Multi-Target Tracking and Trajectory Prediction Based on Neural Network
by: Po-Yen Chang, et al.
Published: (2018)

Condition monitoring for solder layer degradation in multi-device system based on neural network
by: Borong Hu, et al.
Published: (2019-04-01)

Component reliability importance indices for maintenance optimization of electrical networks
by: Hilber, Patrik
Published: (2005)

Multi-component crystalline systems based on supramolecular networks
by: Raza, Syed Atif
Published: (2014)

Providing a model to optimize preventive maintenance schedules for multi-component systems using GA
by: Arman Sajedinejad, et al.
Published: (2020-01-01)

Secondary structure prediction of protein based on multi scale convolutional attention neural networks
by: Ying Xu, et al.
Published: (2021-05-01)

Predicting the stock price based on the hybrid DOE-based optimization of neural networks
by: Hui-Mei Wei, et al.
Published: (2012)

A novel hybrid predictive maintenance model based on clustering, smote and multi-layer perceptron neural network optimised with grey wolf algorithm
by: Albert Buabeng, et al.
Published: (2021-04-01)

Optimal Preventive Maintenance of Wind Turbine Components with Imperfect Continuous Condition Monitoring
by: Ahmed Raza, et al.
Published: (2019-10-01)

Condition-Based Maintenance
by: Nezih Mrad, et al.
Published: (2013-01-01)

Toxicity Prediction Method Based on Multi-Channel Convolutional Neural Network
by: Qing Yuan, et al.
Published: (2019-09-01)

[en] NEURAL NETWORKS FOR PREDICTIVE MAINTENANCE ON OFF-HIGWAY TRUCKS
by: FELIPE MIANA DE FARIA FURTADO
Published: (2010)

Online Predictive Maintenance Monitoring Adopting Convolutional Neural Networks
by: Christian Gianoglio, et al.
Published: (2021-08-01)

Selection of an optimal neural network architecture for maintenance workforce size prediction using grey relational analysis
by: Desmond Eseoghene Ighravwe, et al.
Published: (2018-02-01)

Condition based maintenance optimization using data driven methods
by: Wu, Bai Rong
Published: (2013)

Principal Component Analysis and Prediction of Students’ Physical Health Standard Test Results Based on Recurrent Convolution Neural Network
by: Kai Hou
Published: (2021-01-01)

Neural Network Based Machine Condition Monitoring System
by: Kaneshige, Kenichi
Published: (2009)

Rail Weld Defect Prediction and Related Condition-Based Maintenance
by: Nan Yao, et al.
Published: (2020-01-01)

Multi-objective optimization of vibration characteristics of steering systems based on GA-BP neural networks
by: Jin-shuan Peng
Published: (2017-08-01)

An Assistant Classification System based on Artificial Neural Network for SMT Components
by: WANG YAN-JHIH, et al.
Published: (2017)