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Review of Health Prognostics and Condition Monitoring of Electronic Components

Cherry Bhargava, Pardeep Kumar Sharma, Senthilkumar Mohan, P. Sanjeevikumar, Vigna K. Ramachandaramurthy, Zbigniew Leonowicz, Frede Blaabjerg, Massimo Mitolo
2020 IEEE Access  
A critical analysis of reliability studies to identify their relative merits and usefulness of the outcome of these studies' vis-a-vis green manufacturing is presented.  ...  To meet the specifications of low cost, highly reliable electronic devices, fault diagnosis techniques play an essential role.  ...  Vibration signal based condition monitoring, and the forecasting system to improve the specific critical equipment in an industrial plant are discussed [60] .  ... 
doi:10.1109/access.2020.2989410 fatcat:ercxzerrazgg7c55cahl2ndi3a

Condition-based maintenance implementation: a literature review

Humberto Nuno Teixeira, Isabel Lopes, Ana Cristina Braga
2020 Procedia Manufacturing  
The main purpose of CBM is to prevent functional failures or a significant performance decrease of the monitored equipment.  ...  The main purpose of CBM is to prevent functional failures or a significant performance decrease of the monitored equipment.  ...  Author Steps for CBM or PHM implementation Starr [40] Criticality survey; maintenance audit; select units; match technique to failure mode; routine monitoring; assess technique and assess cost effectiveness  ... 
doi:10.1016/j.promfg.2020.10.033 fatcat:4slusvtscjhq3afodb6mwkua6e

Implementation of Condition Based Maintenance in manufacturing industry - A pilot case study

Ali Rastegari, Marcus Bengtsson
2014 2014 International Conference on Prognostics and Health Management  
Some of the main elements in the implementation process are selection of the components to be monitored, techniques and technologies as well as installation of the technologies and finally how to analyze  ...  The purpose of the pilot study at the company was to implement online condition monitoring on some of the critical components in the hardening process.  ...  ACKNOWLEDGMENT The authors would like to thank Volvo GTO for participating in the case study and for generously letting them publish these results.  ... 
doi:10.1109/icphm.2014.7036377 fatcat:cf5sjmoomfgyzbgupky64qwsy4

Bi-directional fault analysis of evaporator inspection system

Dae-Ki Kang, Jeong-Jin Kang
2012 International journal of advanced smart convergence  
Software Fault Tree Analysis (SFTA) as backward analysis and Software Failure Modes, Effects, & Criticality Analysis (SFMECA) as forward analysis are performed alternately to detect potential cause-to-effect  ...  In this paper, we have performed a safety analysis on an automotive evaporator inspection system. We performed the bi-directional analysis on the manufacturing line.  ...  Software failure modes, effects, and criticality analysis (SFMECA) is a FMECA for software system. Bi-directional analysis (BDA) is a systematic assessment technique based on inductive (e.g.  ... 
doi:10.7236/jasc2012.1.1.11 fatcat:gqcuj33brvchdladn56qn6nplm

A Review on Prognostics and Health Management

Hu Nannan, Su Xiaohao, Baolong Liu
2018 International Journal of Advanced Network, Monitoring, and Controls  
The health management of complex equipment is crucial to ensure the reliability, maintainability and safety of complex equipment.  ...  This paper introduces the basic concept and research connotation of prognostics and health management (PHM), analyzes the significance of PHM technology in equipment maintenance.  ...  By calculating the functional impairment under system operating conditions, to assess the loss of critical components and to assess the cumulative effects of failures in the use of the 119 components over  ... 
doi:10.21307/ijanmc-2018-022 fatcat:5nqelnohwvf43hndqxo3iz6tiy

Improving Safety of Process Plants, through Smart Systems for Critical Equipment Monitoring

Paolo Bragatto, Maria Ansaldi Silvia, Canio Mennuti
2018 Chemical Engineering Transactions  
Several examples, described in the paper, show solutions of smart systems able to monitor critical equipment on more frequent mechanisms of damage, including corrosion, erosion, thinning, structural defects  ...  The goal of the paper is to assess how the use of SSS applied to critical equipment can improve the safety, reducing the likelihood of incidents occurrence or mitigating the consequences related to the  ...  Techniques based on the ultrasonic (UT) method can be used to monitor the wall thickness at certain critical points of an equipment.  ... 
doi:10.3303/cet1867009 doaj:f8b6481f294240769b1712493b86bfd8 fatcat:y2io5emvk5gqbcszswvhhrexo4

TO PRESERVE EQUIPMENT FUNCTION THROUGH RELIABILITY CENTERED MAINTENANCE

Mariam Altaf Tarar
2014 INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING RESEARCH AND DEVELOPMENT  
This study concludes that RCM enables to evaluate planned maintenance action and incase of rotating components the vibration monitoring technique can be effectively used in predictive maintenance strategy  ...  Signals (such as through the use of vibration monitoring) emanating from the condition monitoring of equipment are frequently interpretative as per manufacturer's recommendations, use of an expert system  ...  When failure of critical equipment is focused and analyzed then it is concluded that many mechanical failures can be ignored and predict timely, in case of proper health monitoring of rotating equipment  ... 
doi:10.34218/ijierd.5.1.2014.002 fatcat:airsz5bumzgcdhmb7bhgwlwi44

A Review of Field Corrosion Control and Monitoring Techniques of the Upstream Oil and Gas Pipelines

E.S. Ameh, S.C. Ikpeseni, L.S. Lawal
2018 Nigerian Journal of Technological Development  
The identified corrosion control and monitoring techniques are not governed by any industry code and standard but has been generally accepted as best practice within the oil and gas industry as ways of  ...  to corrosion threat before failures.  ...  Adoption of corrosion control and monitoring strategies for pipelines in the upstream of process industry would not only extend life span and provide pipelines true assessment condition to make informed  ... 
doi:10.4314/njtd.v14i2.5 fatcat:jtzoa6b5h5dulna6rppyp77nh4

Integrated Condition Monitoring of Large Captive Power Plants and Aluminum Smelters

J.K. Mohanty, A. Adarsh, P.R. Dash, K. Parida, P.K. Pradhan
2019 Sound & vibration  
Condition monitoring is implementation of the advanced diagnostic techniques to reduce downtime and to increase the efficiency and reliability.  ...  It is a design method used to systematically analyze probable component failure modes of product or process, assess the risk associated with these failure modes and find out the resultant effects on system  ...  Before implementing CBM in any industry, it is essential to perform a FMECA (Failure Mode, Effect & Criticality Analysis) to identify the degree of criticality of various machineries and components of  ... 
doi:10.32604/sv.2019.07737 fatcat:k6ufhznmfjg3tbwgl3vhj7z4zm

On condition based maintenance policy

Jong-Ho Shin, Hong-Bae Jun
2015 Journal of Computational Design and Engineering  
accident of an asset during this period causes catastrophic damage to an industry.  ...  One issue is to implement the Condition-Based Maintenance (CBM) approach that makes a diagnosis of the asset status based on wire or wireless monitored data, predicts the assets abnormality, and executes  ...  Acknowledgment This work was supported by the Industrial Convergence Strategic technology development program (10045212, predictive maintenance system for the integrated and intelligent operation of offshore  ... 
doi:10.1016/j.jcde.2014.12.006 fatcat:cfk3a3buwve6ppywesazpak3dm

Advancing Measurement Science to Assess Monitoring, Diagnostics, and Prognostics for Manufacturing Robotics

Guixiu Qiao, Brian A. Weiss
2020 International Journal of Prognostics and Health Management  
validation of PHM techniques for the robot system.  ...  To minimize this pain point, manufacturers are developing new health monitoring, diagnostic, prognostic, and maintenance (collectively known as prognostics and health management (PHM)) techniques to advance  ...  Given the high output rate of production lines, it is critical to develop techniques to verify and validate robot system health assessment techniques that predict soft and hard failures.  ... 
doi:10.36001/ijphm.2016.v7i3.2410 fatcat:glvxpoge5vh5zm3vjglv7bxew4

Risk Management in the Clinical Laboratory

Sarah W Njoroge, James H Nichols
2014 Annals of Laboratory Medicine  
This guideline borrows concepts from the manufacturing industry and encourages laboratories to develop risk management plans that address the specific risks inherent to each lab.  ...  Once the risks have been identified, the laboratory must implement control processes and continuously monitor and modify them to make certain that risk is maintained at a clinically acceptable level.  ...  A similar technique to review probable sources of failure is the fault tree analysis (FTA).  ... 
doi:10.3343/alm.2014.34.4.274 pmid:24982831 pmcid:PMC4071183 fatcat:bsfxlyca4nfuzmr5gf5wvr52wi

A Novel Approach to Defining Maintenance Significant Items: A Hydro Generator Case Study

Adherbal Caminada Netto, Arthur Henrique de Andrade Melani, Carlos Alberto Murad, Miguel Angelo de Carvalho Michalski, Gilberto Francisco Martha de Souza, Silvio Ikuyo Nabeta
2020 Energies  
To allow the prioritization of maintenance actions for improved continuous equipment operation, this paper presents a novel method focused on identifying the most critical components of a plant's systems  ...  the degradation of the performance of a system.  ...  HAZOP identifies monitoring points in the system, in addition to the parameters to be monitored, for the detection of component failures, allowing for predictive maintenance actions to be taken.  ... 
doi:10.3390/en13236273 fatcat:ijpfk5ahxnfzblli7dlbelr4zu

Reliability Centered Maintenance Used in Metro Railways

Shashi B. Singh, Ramu Suresha, Krishnamurthy H. Sachidananda
2020 Journal Europeen des Systemes Automatises  
In this research paper the main aim is to optimize the remote condition maintenance equipment used in the railway systems and to discuss the benefits of implementation of the remote condition monitoring  ...  They are using different techniques to reduce the operational as well as maintenance cost.  ...  During this analysis data fusion technique was used to improve the condition monitoring, assessment of the equipment and prognostics.  ... 
doi:10.18280/jesa.530102 fatcat:hx7eudkz3bg37mgjyxuol2g22m

Aggregation of Electric Current Consumption Features to Extract Maintenance KPIs

Victor Simon, Carl-Anders Johansson, Diego Galar
2017 Management Systems in Production Engineering  
This paper uses this technique to calculate indicators for maintenance and energy optimization in electric powered machines and fleets of machines, especially machine tools.  ...  Depending on the time window, sampling frequency and type of analysis, different indicators from the micro to macro level can be calculated for such aspects as maintenance, production, energy consumption  ...  A local CBM module may consist of two main components based on Condition Monitoring (CM) techniques: first, the fingerprint to be used for the health assessment of the critical elements of the machine  ... 
doi:10.1515/mspe-2017-0027 fatcat:x73z4ylnirf4hhtskma4fmevcm
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