4.5 Review

A Review of Reliability and Fault Analysis Methods for Heavy Equipment and Their Components Used in Mining

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Chemistry, Multidisciplinary

Failure Analysis for Hydraulic System of Heavy-Duty Machine Tool with Incomplete Failure Data

Shizheng Li et al.

Summary: Hydraulic system is a critical subsystem of heavy-duty machine tools with high failure intensity, requiring failure analysis to improve reliability. By utilizing fault tree analysis method and expert opinions, the incompleteness and uncertainty of data can be addressed effectively.

APPLIED SCIENCES-BASEL (2021)

Article Engineering, Chemical

Reliability Study of Parameter Uncertainty Based on Time-Varying Failure Rates with an Application to Subsea Oil and Gas Production Emergency Shutdown Systems

Xin Zuo et al.

Summary: This study established a new failure rate model with a time-varying scale factor, and a statistical-fuzzy model for modifying the failure rate model. The proposed model and theorem have been applied to analyze the reliability of a subsea emergency shutdown system, showing that the time-varying failure rate model can eliminate evaluation errors and is consistent with engineering practices.

PROCESSES (2021)

Article Engineering, Multidisciplinary

Reliability Analysis of Dynamic Fault Tree Based on Binary Decision Diagrams for Explosive Vehicle

Guang-Jun Jiang et al.

Summary: This paper introduces a hybrid fault module based on a modular approach to simplify the calculation process of complex fault trees. By transforming fault subtrees into common combinational logic gates through preprocessing and using binary decision graph for variable ordering, the complexity of the model is reduced.

MATHEMATICAL PROBLEMS IN ENGINEERING (2021)

Article Engineering, Multidisciplinary

Risk Analysis of Equipment Failure through Failure Mode and Effect Analysis and Fault Tree Analysis

Anand S. Relkar

Summary: This research develops a method to determine critical equipment in manufacturing sector with the help of FMEA and occurrence of failure, considering the impact of machine breakdown on production, safety, availability of standby, and equipment or asset value with corresponding weights. The identified critical equipment is analyzed to determine the highest RPN of subassembly or component, which is reduced with appropriate maintenance actions to reduce machine breakdown. This approach helps maintenance personnel plan maintenance activities and reduce the probability of failures.

JOURNAL OF FAILURE ANALYSIS AND PREVENTION (2021)

Article Environmental Sciences

Reliability-based analysis of probability density function and failure rate of the shovel-dumper system in a surface coal mine

N. S. Harish Kumar et al.

Summary: The research article analyzed the probability density function and failure rate, determining the reliability of a shovel-dumper system in an open cast coal mine using Weibull distribution. By utilizing historical data and models of shovel and dumpers, the changing patterns of failure rates were demonstrated, showing the performance of influencing parameters after specific working hours.

MODELING EARTH SYSTEMS AND ENVIRONMENT (2021)

Article Engineering, Mechanical

Fault prediction of drag system using artificial neural network for prevention of dragline failure

Atma Ram Sahu et al.

ENGINEERING FAILURE ANALYSIS (2020)

Article Mining & Mineral Processing

Performance evaluation of near real-time condition monitoring in haul trucks

Hemanth Reddy Alla et al.

INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY (2020)

Article Green & Sustainable Science & Technology

Fault Tree Analysis of floating offshore wind turbines

Jichuan Kang et al.

RENEWABLE ENERGY (2019)

Article Computer Science, Theory & Methods

Machine learning in the Internet of Things: Designed techniques for smart cities

Ikram Ud Din et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)

Article Engineering, Multidisciplinary

Rotor fault diagnosis using a convolutional neural network with symmetrized dot pattern images

Xiaoxun Zhu et al.

MEASUREMENT (2019)

Article Telecommunications

A Study on Prediction Model of Equipment Failure Through Analysis of Big Data Based on RHadoop

Jin-Hee Ku

WIRELESS PERSONAL COMMUNICATIONS (2018)

Review Engineering, Mechanical

Artificial intelligence for fault diagnosis of rotating machinery: A review

Ruonan Liu et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2018)

Article Chemistry, Analytical

Naive Bayes Bearing Fault Diagnosis Based on Enhanced Independence of Data

Nannan Zhang et al.

SENSORS (2018)

Article Environmental Sciences

Data mining in mining engineering: results of classification and clustering of shovels failures data

Saeid R. Dindarloo et al.

INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT (2017)

Review Computer Science, Artificial Intelligence

An overview of fault tree analysis and its application in model based dependability analysis

Sohag Kabir

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Engineering, Electrical & Electronic

A novel approach for early detection of impending voltage collapse events based on the support vector machine

Huy Nguyen Duc et al.

INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS (2017)

Article Construction & Building Technology

Activity analysis of construction equipment using audio signals and support vector machines

Chieh-Feng Cheng et al.

AUTOMATION IN CONSTRUCTION (2017)

Article Environmental Sciences

Support vector machine regression analysis of LHD failures

Saeid R. Dindarloo

INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT (2016)

Article Oncology

Introduction to machine learning: k-nearest neighbors

Zhongheng Zhang

ANNALS OF TRANSLATIONAL MEDICINE (2016)

Article Management

Reliability analysis and life cycle cost optimization: a case study from Indian industry

Laxman Yadu Waghmode et al.

INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT (2016)

Article Computer Science, Artificial Intelligence

Cutting tool operational reliability prediction based on acoustic emission and logistic regression model

Hongkun Li et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2015)

Article Engineering, Multidisciplinary

Ensemble Support Vector Machine Algorithm for Reliability Estimation of a Mining Machine

Snehamoy Chatterjee et al.

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL (2015)

Article Engineering, Multidisciplinary

Reliability centered maintenance of cone crusher: a case study

R. S. Sinha et al.

INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT (2015)

Article Computer Science, Information Systems

Fault tree analysis: A survey of the state-of-the-art in modeling, analysis and tools

Enno Ruijters et al.

COMPUTER SCIENCE REVIEW (2015)

Article Computer Science, Artificial Intelligence

Fault diagnosis of rolling element bearing with intrinsic mode function of acoustic emission data using APF-KNN

D. H. Pandya et al.

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Proceedings Paper Computer Science, Artificial Intelligence

Classification of Heart Disease Using K-Nearest Neighbor and Genetic Algorithm

M. Akhil Jabbar et al.

FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE: MODELING TECHNIQUES AND APPLICATIONS (CIMTA) 2013 (2013)

Article Computer Science, Artificial Intelligence

Gear dynamics monitoring using discrete wavelet transformation and multi-layer perceptron neural networks

Javier Sanz et al.

APPLIED SOFT COMPUTING (2012)

Article Environmental Sciences

Reliability analysis of the cable system of drum shearer using the power law process model

Seyed Hadi Hoseinie et al.

INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT (2012)

Proceedings Paper Engineering, Mechanical

The Dynamic Fault Tree Analysis of Not-Cutting Failure for MG550/1220 Electrical Haulage Shearer

Weihan Wang et al.

MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5 (2012)

Article Acoustics

Automated Operating Mode Classification for Online Monitoring Systems

Markus A. Timusk et al.

JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME (2009)

Article Engineering, Industrial

Reliability analysis of mining equipment: A case study of a crushing plant at Jajarm Bauxite Mine in Iran

Javad Barabady et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2008)