A Data-Driven Approach to Remote Fault Diagnosis of Heavy-duty Machines

A Data-Driven Approach to Remote Fault Diagnosis of Heavy-duty Machines

Heavy-duty machines are equipment constructed for working under rough conditions and their design is meant to withstand heavy workloads. However, the last decades technical development in cheap electronically components have lead to an increase of electrical systems in traditionally mainly mechanica...

Full description

Bibliographic Details
Main Author:	Olsson, Tomas
Format:	Doctoral Thesis
Language:	English
Published:	Mälardalens högskola, Inbyggda system 2015
Online Access:	http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-29097 http://nbn-resolving.de/urn:isbn:978-91-7485-234-9

Similar Items

On-board Clutch Slippage Detection and Diagnosis in Heavy Duty Machine
by: Elisabeth Källström, et al.
Published: (2018-01-01)

Early Warning Leakage Detection for Pneumatic Systems on Heavy Duty Vehicles : Evaluating Data Driven and Model Driven Approach
by: Larsson Olsson, Christoffer, et al.
Published: (2019)

Architecture for a remote diagnosis system used in heavy-duty vehicles
by: Björkman, Anders
Published: (2008)

Data driven estimation of cabin dynamics in heavy-duty vehicles
by: Markovic, Bratislav
Published: (2019)

A Data-Driven Clustering Approach for Fault Diagnosis
by: Jian Hou, et al.
Published: (2017-01-01)

Fault Diagnosis of Rotary Parts of a Heavy-Duty Horizontal Lathe Based on Wavelet Packet Transform and Support Vector Machine
by: Hongyu Jin, et al.
Published: (2019-09-01)

Study and Application of Acoustic Emission Testing in Fault Diagnosis of Low-Speed Heavy-Duty Gears
by: Peng Chen, et al.
Published: (2011-01-01)

Data-Driven Predictive Control Applied to Gear Shifting for Heavy-Duty Vehicles
by: Xinxin Zhao, et al.
Published: (2018-08-01)

Data-driven approach for control performance monitoring and fault diagnosis
by: Yu, Jie, 1977-
Published: (2011)

Data-driven approach for control performance monitoring and fault diagnosis
by: Yu, Jie
Published: (2008)

Data-Driven Approaches for Diagnosis of Incipient Faults in Cutting Arms of the Roadheader
by: Qiang Liu, et al.
Published: (2021-01-01)

Model-based fault detection and diagnosis for the fuel system of a six-cylinder heavy duty diesel engine
by: Sauer, Patrick
Published: (2021)

Data-Driven Adaptive Observer for Fault Diagnosis
by: Shen Yin, et al.
Published: (2012-01-01)

Data-driven fault diagnosis for PEMFC systems
by: Li, Zhongliang
Published: (2014)

Data-Driven Machine Learning for Fault Detection and Diagnosis in Nuclear Power Plants: A Review
by: Guang Hu, et al.
Published: (2021-05-01)

Deep Learning Aided Data-Driven Fault Diagnosis of Rotatory Machine: A Comprehensive Review
by: Shiza Mushtaq, et al.
Published: (2021-08-01)

Remanufacture of rotary tables for heavy duty machine tools
by: Prodan Dan, et al.
Published: (2020-01-01)

Application of force feedback to heavy duty hydraulic machine
by: Parker, Niall R.
Published: (2009)

Application of force feedback to heavy duty hydraulic machine
by: Parker, Niall R.
Published: (2009)

Failure Analysis for Hydraulic System of Heavy-Duty Machine Tool with Incomplete Failure Data
by: Shizheng Li, et al.
Published: (2021-01-01)

Development of Steering System for Heavy-Duty Electric Stacker with Remote Control
by: CHEN, KAI-CHUN, et al.
Published: (2019)

Remote monitoring and fault diagnosis of an industrial machine through sensor fusion
by: Lang, Haoxiang
Published: (2008)

Remote monitoring and fault diagnosis of an industrial machine through sensor fusion
by: Lang, Haoxiang
Published: (2008)

Remote monitoring and fault diagnosis of an industrial machine through sensor fusion
by: Lang, Haoxiang
Published: (2008)

Data-Driven Fault Diagnosis for Electric Drives: A Review
by: David Gonzalez-Jimenez, et al.
Published: (2021-06-01)

Fault Diagnosis by Multisensor Data: A Data-Driven Approach Based on Spectral Clustering and Pairwise Constraints
by: Massimo Pacella, et al.
Published: (2020-12-01)

Online Fault Detection of a Heavy Duty Diesel Engine with Model-Based Methods
by: Hinrichs, Michael
Published: (2021)

Review of smoothing methods for enhancement of noisy data from heavy-duty LHD mining machines
by: Wodecki Jacek, et al.
Published: (2018-01-01)

Development and Validation of a Data-Driven Fault Detection and Diagnosis System for Chillers Using Machine Learning Algorithms
by: Icksung Kim, et al.
Published: (2021-04-01)

Machine Learning-Based Data-Driven Fault Detection/Diagnosis of Lithium-Ion Battery: A Critical Review
by: Akash Samanta, et al.
Published: (2021-05-01)

Data-Driven Anomaly Diagnosis for Machining Processes
by: Y.C. Liang, et al.
Published: (2019-08-01)

Vibration Characteristics of Heavy-Duty CNC Machine Tool-Foundation Systems
by: Yang Tian, et al.
Published: (2018-01-01)

Comparing Machine Learning Estimation of Fuel Consumption of Heavy-duty Vehicles
by: Bodell, Victor
Published: (2020)

Data Logic Attack on Heavy-Duty Industrial Manipulators
by: Lianpeng Li, et al.
Published: (2020-01-01)

Data–Driven Techniques for the Fault Diagnosis of a Wind Turbine Benchmark
by: Simani Silvio, et al.
Published: (2018-06-01)

Air Leakage Diagnosis in Heavy Duty Truck Engines with EGR and VGT
by: Dagson, Josef, et al.
Published: (2009)

Data-Driven Diagnosis of Cervical Cancer With Support Vector Machine-Based Approaches
by: Wen Wu, et al.
Published: (2017-01-01)

A measure of stability for mobile manipulators with application to heavy-duty hydraulic machines
by: Ghasempoor-Nobandgany, Ahmad
Published: (2013)

A measure of stability for mobile manipulators with application to heavy-duty hydraulic machines
by: Ghasempoor-Nobandgany, Ahmad
Published: (2013)

Data-Driven Fault Diagnosis for Satellite Control Moment Gyro Assembly with Multiple In-Phase Faults
by: Hossein Varvani Farahani, et al.
Published: (2021-06-01)