Construction Equipment Reliability Analysis and Failure Prediction

Construction Equipment Reliability Analysis and Failure Prediction PDF Author: Qing Fan
Publisher:
ISBN:
Category : Construction equipment
Languages : en
Pages : 152

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Book Description
The major works for this research comprise of literature review, data collection, data preparation, quantitative analysis, time series prediction and case studies. A comprehensive literature review on the fields of reliability and construction equipment has been conducted. Quantitative analysis is used in this study including data collection, modelling and validation with the aid of computer software packages. Time series is the main method adopted for reliability analysis and failure prediction while traditional power law models are used as baseline for comparison. Case studies are employed to study the reliability of construction equipment with real maintenance data collected from construction site. The major findings of the research include: the investigation and analysis of the importance of reliability and failure prediction for construction equipment from the aspects of cost, time and safety; testing the traditional power law model and time series model on failure prediction for construction equipment based on real industry data; studying the construction equipment reliability and failure from both the systems and subsystems levels; taking related factors into consideration and evaluating the importance of these factors (e.g. impact from Time to Repair) in the modelling process of failure prediction; comparing the advantages and disadvantages of power law model and time series model. Based on the results and findings of the data modelling and analysis in this research, advice is given for managerial decisions on construction equipment maintenance to promote the practice of repair before failures.

Construction Equipment Reliability Analysis and Failure Prediction

Construction Equipment Reliability Analysis and Failure Prediction PDF Author: Qing Fan
Publisher:
ISBN:
Category : Construction equipment
Languages : en
Pages : 152

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Book Description
The major works for this research comprise of literature review, data collection, data preparation, quantitative analysis, time series prediction and case studies. A comprehensive literature review on the fields of reliability and construction equipment has been conducted. Quantitative analysis is used in this study including data collection, modelling and validation with the aid of computer software packages. Time series is the main method adopted for reliability analysis and failure prediction while traditional power law models are used as baseline for comparison. Case studies are employed to study the reliability of construction equipment with real maintenance data collected from construction site. The major findings of the research include: the investigation and analysis of the importance of reliability and failure prediction for construction equipment from the aspects of cost, time and safety; testing the traditional power law model and time series model on failure prediction for construction equipment based on real industry data; studying the construction equipment reliability and failure from both the systems and subsystems levels; taking related factors into consideration and evaluating the importance of these factors (e.g. impact from Time to Repair) in the modelling process of failure prediction; comparing the advantages and disadvantages of power law model and time series model. Based on the results and findings of the data modelling and analysis in this research, advice is given for managerial decisions on construction equipment maintenance to promote the practice of repair before failures.

Reliability Analysis and Prediction

Reliability Analysis and Prediction PDF Author: K.B. Misra
Publisher: Elsevier
ISBN: 0444598154
Category : Technology & Engineering
Languages : en
Pages : 907

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Book Description
This book equips the reader with a compact information source on all the most recent methodological tools available in the area of reliability prediction and analysis. Topics covered include reliability mathematics, organisation and analysis of data, reliability modelling and system reliability evaluation techniques. Environmental factors and stresses are taken into account in computing the reliability of the involved components. The limitations of models, methods, procedures, algorithms and programmes are outlined. The treatment of maintained systems is designed to aid the worker in analysing systems with more realistic and practical assumptions. Fault tree analysis is also extensively discussed, incorporating recent developments. Examples and illustrations support the reader in the solving of problems in his own area of research. The chapters provide a logical and graded presentation of the subject matter bearing in mind the difficulties of a beginner, whilst bridging the information gap for the more experienced reader. The work will be of considerable interest to engineers working in various industries, research organizations, particularly in defence, nuclear, chemical, space or communications. It will also be an indispensable study aid for serious-minded students and teachers.

Reliability Analysis and Prediction Techniques

Reliability Analysis and Prediction Techniques PDF Author: Norman L. Haley
Publisher:
ISBN:
Category : Reliability (Engineering)
Languages : en
Pages :

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Book Description


Reliability Engineering and Risk Analysis

Reliability Engineering and Risk Analysis PDF Author: Mohammad Modarres
Publisher: CRC Press
ISBN: 1420008943
Category : Technology & Engineering
Languages : en
Pages : 472

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Book Description
Tools to Proactively Predict Failure The prediction of failures involves uncertainty, and problems associated with failures are inherently probabilistic. Their solution requires optimal tools to analyze strength of evidence and understand failure events and processes to gauge confidence in a design’s reliability. Reliability Engineering and Risk Analysis: A Practical Guide, Second Edition has already introduced a generation of engineers to the practical methods and techniques used in reliability and risk studies applicable to numerous disciplines. Written for both practicing professionals and engineering students, this comprehensive overview of reliability and risk analysis techniques has been fully updated, expanded, and revised to meet current needs. It concentrates on reliability analysis of complex systems and their components and also presents basic risk analysis techniques. Since reliability analysis is a multi-disciplinary subject, the scope of this book applies to most engineering disciplines, and its content is primarily based on the materials used in undergraduate and graduate-level courses at the University of Maryland. This book has greatly benefited from its authors' industrial experience. It balances a mixture of basic theory and applications and presents a large number of examples to illustrate various technical subjects. A proven educational tool, this bestselling classic will serve anyone working on real-life failure analysis and prediction problems.

Reliability and Risk Analysis

Reliability and Risk Analysis PDF Author: Terje Aven
Publisher: Springer Science & Business Media
ISBN: 9401128588
Category : Science
Languages : en
Pages : 347

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Book Description
Analysis of reliability and risk is an important and integral part of planning, construction and operation of all technical systems. To be able to perform such analyses systematically and scientifically, there is usually a need for special methods and models. This book presents the most important of these. Particular emphasis has been placed on the ideas and the motivation for the use of the various methods and models. It has been an objective to compile a book which provides practising engineers and engineering graduates with the concepts and basic techniques for evaluating reliability and risk. It is hoped that the material presented will make them so familiar with the subject that they can carry out various types of analyses themselves and understand and make use of the more detailed applications and additional material which is available in the journals and publications associated with their own discipline. It has also been an objective to put reliability and risk analyses in context - how such analyses should be used in design and operation of components and systems. The material presented is modern and a large part of the book is at research level. The book focuses on analysis of repairable systems, not only non-repairable systems which have traditionally been given most attention in textbooks on reliability theory. Since most real-life systems are repairable, methods for analysing repairable systems are an important area of research. The book presents general methods, with most applications taken from offshore petro leum activities.

Advances in Reliability Analysis and its Applications

Advances in Reliability Analysis and its Applications PDF Author: Mangey Ram
Publisher: Springer Nature
ISBN: 3030313751
Category : Technology & Engineering
Languages : en
Pages : 387

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Book Description
This book presents the latest research in the fields of reliability theory and its applications, providing a comprehensive overview of reliability engineering and discussing various tools, techniques, strategies and methods within these areas. Reliability analysis is one of the most multidimensional topics in the field of systems reliability engineering, and while its rapid development creates opportunities for industrialists and academics, it is also means that it is hard to keep up to date with the research taking place. By gathering findings from institutions around the globe, the book offers insights into the international developments in the field. As well as discussing the current areas of research, it also identifies knowledge gaps in reliability theory and its applications and highlights fruitful avenues for future research. Covering topics from life cycle sustainability to performance analysis of cloud computing, this book is ideal for upper undergraduate and postgraduate researchers studying reliability engineering.

Practical Reliability Engineering

Practical Reliability Engineering PDF Author: Patrick O'Connor
Publisher: John Wiley & Sons
ISBN: 0470844639
Category : Technology & Engineering
Languages : en
Pages : 539

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Book Description
This update of a classic text explains new and proven methods for the development and production of reliable equipment in engineering. It covers the latest technological advances, methodology and international standards.

Engineering Reliability

Engineering Reliability PDF Author: Richard E. Barlow
Publisher: SIAM
ISBN: 0898714052
Category : Technology & Engineering
Languages : en
Pages : 203

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Book Description
Engineering reliability concerns failure data analysis, the economics of maintenance policies, and system reliability. This textbook develops the use of probability and statistics in engineering reliability and maintenance problems. The author uses probability models in the analysis of failure data, decisions relative to planned maintenance, and prediction relative to preliminary design. Some of the outstanding features include the analysis of failure data for both continuous and discrete probability from a finite population perspective, probability models derived from engineering considerations, an introduction to influence diagrams and decision making, and use of the operational Bayesian approach. The approach is fresh and interesting; it is motivated from problems in engineering and physical sciences and uses examples to illustrate the methodology. These examples, along with the use of real failure time data, will help the reader apply the techniques to real industrial situations.

Computational Methods for Failure Analysis and Life Prediction

Computational Methods for Failure Analysis and Life Prediction PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 368

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Book Description


Repairable Systems Reliability Analysis

Repairable Systems Reliability Analysis PDF Author: Rajiv Nandan Rai
Publisher: John Wiley & Sons
ISBN: 1119526272
Category : Technology & Engineering
Languages : en
Pages : 400

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Book Description
This book provides an application-oriented framework for reliability modeling and analysis of repairable systems in conjunction with the procurement process of weapon systems and throughput analysis for industries. Most of the reliability literature is directed towards non-repairable systems, that is, systems that fail are discarded or replaced. This book is mainly dedicated towards providing coverage to the reliability modeling and analysis of repairable systems that undergo failure-repair cycles. This unique book provides a comprehensive framework for the modeling and analysis of repairable systems considering both the non-parametric and parametric approaches to deal with their failure data. The book presents MCF based non-parametric approach with several illustrative examples and the generalized renewal process (GRP) based arithmetic reduction of age (ARA) models along with its applications to the systems failure data from the aviation industry. A complete chapter on an integrated framework for procurement process is devoted by utilizing the concepts of multi-criteria decision-making (MCDM) techniques which will of a great assistance to the readers in enhancing the potential of their respective organizations. This book also presents FMEA methods tailored for GRP based repairs. This text has primarily emerged from the industrial experience and research work of the authors. A number of illustrations have been included to make the subject lucid and vivid even to the readers who are relatively new to this area. Besides, various examples have been provided to display the applicability of presented models and methodologies to assist the readers in applying the concepts presented in this book.