发布求助
文献互助 智能选刊 最新文献

Eksploatacja I Niezawodnosc-Maintenance and Reliability最新文献

筛选
英文 中文
Fault analysis and reliability evaluation for motorized spindle of cycloidal gear grinding machine based on multi-source bayes 基于多源bayes的摆线齿轮磨床电主轴故障分析与可靠性评价
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-10 DOI: 10.17531/ein/175010
huiliang wang, Zhijie Zhang, jie LI, Wen Xin, Chunyang Han
{"title":"Fault analysis and reliability evaluation for motorized spindle of cycloidal gear grinding machine based on multi-source bayes","authors":"huiliang wang, Zhijie Zhang, jie LI, Wen Xin, Chunyang Han","doi":"10.17531/ein/175010","DOIUrl":"https://doi.org/10.17531/ein/175010","url":null,"abstract":"A Monte Carlo simulation method based on multisource bayes is proposed to improve the reliability of motorized spindles in cycloid gear grinding machines and reduce their failure rate. Based on field investigations and motorized spindle maintenance records, a fault tree model of a motorized spindle was established, and the fuzzy importance of each bottom event was evaluated. The fault tree of a motorized spindle was used as a Monte Carlo reliability simulation model, and its importance was used as the input parameter for the simulation. The reliability evaluation index of the motorized spindle was obtained at different simulation times. The feasibility and accuracy of the reliability simulation were verified by comparing the importance and simulation importance. A vibration test was designed for bearing faults with high importance, and fault extraction was performed by combining the wavelet packet transform and empirical mode decomposition. This method can also be used to simulate and analyze the reliability of other equipment or machine tools.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"111 37","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135138529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on reliability of emergency braking performance of high-speed and heavy-load monorail crane 高速重载单轨起重机紧急制动性能可靠性研究
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-10 DOI: 10.17531/ein/174820
Jiarong Zhang, Hao Lu, Hui Jiang, Yun Miao, Zhiyuan Shi
{"title":"Study on reliability of emergency braking performance of high-speed and heavy-load monorail crane","authors":"Jiarong Zhang, Hao Lu, Hui Jiang, Yun Miao, Zhiyuan Shi","doi":"10.17531/ein/174820","DOIUrl":"https://doi.org/10.17531/ein/174820","url":null,"abstract":"The reliability of monorail crane braking system has an important influence on braking safety, high-speed and heavy-load operation, which poses great challenges to braking safety, and it is necessary to evaluate its braking reliability accurately and efficiently. Firstly, the dynamic performance and thermal-mechanical coupling characteristics of high-speed and heavy-load monorail crane under different braking parameters were analyzed. Secondly, the random response model of braking distance and braking temperature was established by combining the design of experiment method (DoE) and Dendrite Net (DD). Finally, the high-order moment saddlepoint approximation (SPA) method was used to evaluate the emergency braking reliability of the monorail crane. The results can provide a reference for the selection of key parameters and the evaluation of braking safety of the monorail crane braking system under high-speed and heavy-load conditions.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"115 21","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135138374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reliability Estimation of Retraction Mechanism Kinematic Accuracy under Small Sample 小样本条件下收放机构运动精度可靠性估计
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-09 DOI: 10.17531/ein/174777
Yumeng Yan, Jiyuan Zhou, Yin Yin, Hong Nie, Xiaohui Wei, Taotao Liang
{"title":"Reliability Estimation of Retraction Mechanism Kinematic Accuracy under Small Sample","authors":"Yumeng Yan, Jiyuan Zhou, Yin Yin, Hong Nie, Xiaohui Wei, Taotao Liang","doi":"10.17531/ein/174777","DOIUrl":"https://doi.org/10.17531/ein/174777","url":null,"abstract":"Due to intricate operating conditions, including structural clearances and assembly deviations, the acquisition of test data of landing gear retraction mechanism is limited, posing challenges for reliability analysis. To solve the problem, a Bayesian-based reliability analysis method by fusing prior and test data is proposed, focusing on the mechanism kinematic accuracy under small-sample conditions. Firstly, a dynamic simulation model is established to collect prior data, and retraction tests are conducted to obtain test data. Then, based on Bayesian theory, the motion accuracy parameter estimation model integrating prior and test samples is established. To obtain accurate hyper parameters, the prior samples are expanded using neural network. Finally, taking the retraction mechanism as the research object, the kinematic accuracy reliability is quantified, and the impact of uncertainty factors is analyzed in depth. The results show that the proposed method is superior to the classical interval estimation method in stability and effectively mitigates the impact of uncertainty factors.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":" 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135292271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Remaining useful life prediction of equipment considering dynamic thresholds under the influence of maintenance 考虑维修影响下动态阈值的设备剩余使用寿命预测
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-08 DOI: 10.17531/ein/174903
Kangning Li, Li'na Ren, Xueliang Li, Ziqian Wang
{"title":"Remaining useful life prediction of equipment considering dynamic thresholds under the influence of maintenance","authors":"Kangning Li, Li'na Ren, Xueliang Li, Ziqian Wang","doi":"10.17531/ein/174903","DOIUrl":"https://doi.org/10.17531/ein/174903","url":null,"abstract":"A novel approach for predicting remaining useful life (RUL) is proposed for situations where maintenance threshold and failure threshold exhibit dynamic behavior due to uncertainties in degradation and the influence of detection strategies during maintenance processes. The approach introduces maintenance threshold error to establish a multi-stage maintenance-impact degradation model with dynamic maintenance threshold based on the Wiener process. This model considers the impact of maintenance on degradation rate, amount, and path. Moreover, by using the first hitting time (FHT) and introducing failure threshold error to reflect the dynamic behavior of the failure threshold, the formula for predicting equipment RUL is derived. The model parameters are estimated using both the maximum likelihood estimation (MLE) approach and Bayesian formula. The proposed approach was validated with simulation data and gyroscope degradation data, and the results demonstrate its ability to effectively enhance the precision of equipment RUL prediction.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135341481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fault Diagnosis of Suspension System Based on Spectrogram Image and Vision Transformer 基于谱图图像和视觉变换的悬架系统故障诊断
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-06 DOI: 10.17531/ein/174860
Arun Balaji P, Naveen Venkatesh S, Sugumaran V
{"title":"Fault Diagnosis of Suspension System Based on Spectrogram Image and Vision Transformer","authors":"Arun Balaji P, Naveen Venkatesh S, Sugumaran V","doi":"10.17531/ein/174860","DOIUrl":"https://doi.org/10.17531/ein/174860","url":null,"abstract":"The suspension system plays a critical role in vehicles, providing both comfort and directional control. Therefore, it is essential to implement a monitoring system to ensure the proper functioning of suspension components, as a failure in any of these components can lead to accidents. Furthermore, monitoring the condition of the suspension system helps in maintaining its performance and minimizes maintenance costs. Traditionally, diagnosing faults in suspension systems has relied on specialized setups and vibration analysis. Alternatively, deep learning-based approaches for fault diagnosis in suspension systems offer a promising solution by enabling faster and more accurate real-time fault detection. This study investigated the use of vision transformers as an innovative approach to fault diagnosis in suspension systems, leveraging spectrogram images. Spectrogram images from vibration signals were extracted and used as inputs for the vision transformer model. Test results showcased a remarkable 99.39% accuracy in fault identification, affirming the system's effectiveness.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"16 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135683969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Diesel Engine Reliability Using an Optimal Prognostic Model to Predict Diesel Engine Emissions and Performance Using Pure Diesel and Hydrogenated Vegetable Oil 使用最优预测模型预测使用纯柴油和氢化植物油的柴油机排放和性能，提高柴油机可靠性
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-02 DOI: 10.17531/ein/174358
Tadas Žvirblis, Jacek Hunicz, Jonas Matijošius, Alfredas Rimkus, Artūras Kilikevičius, Michał Gęca
{"title":"Improving Diesel Engine Reliability Using an Optimal Prognostic Model to Predict Diesel Engine Emissions and Performance Using Pure Diesel and Hydrogenated Vegetable Oil","authors":"Tadas Žvirblis, Jacek Hunicz, Jonas Matijošius, Alfredas Rimkus, Artūras Kilikevičius, Michał Gęca","doi":"10.17531/ein/174358","DOIUrl":"https://doi.org/10.17531/ein/174358","url":null,"abstract":"The reliability of internal combustion engines becomes an important aspect when traditional fuels with biofuels. Therefore, the development of prognostic models becomes very important for evaluating and predicting the replacement of traditional fuels with biofuels in internal combustion engines. The models have been made to model AVL 5402 engine emission, vibration, and sound pressure parameters using a three-stage statistical regression models. The fifteen parameters might be accurately predicted by a single statistic presented here. Both fuel type (diesel fuel and HVO) and engine parameters that can be adjusted were considered, since this analysis followed the symmetry of the methods. The data analysis process included three distinct steps and symmetric statistical regression testing was performed. The algorithm examined the effectiveness of various engine settings. Finally, the optimal fixed engine parameter and the optimal statistic were used to construct an ANCOVA model. The ANCOVA model improved the accuracy of prediction for all fifteen missing parameters.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"11 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135934496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reliability modeling based on multiple wiener degradation-shock competing failure process and dynamic failure threshold 基于多重维纳退化-冲击竞争失效过程和动态失效阈值的可靠性建模
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-01 DOI: 10.17531/ein/174248
Anqi Shangguan, Nan Feng, Rong Fei
{"title":"Reliability modeling based on multiple wiener degradation-shock competing failure process and dynamic failure threshold","authors":"Anqi Shangguan, Nan Feng, Rong Fei","doi":"10.17531/ein/174248","DOIUrl":"https://doi.org/10.17531/ein/174248","url":null,"abstract":"Given multiple degradation failure and shock failure processes within the complex system during operation, a reliability model that combines the degradation-shock competing failure process and dynamic failure threshold is modeled. The Wiener process with random effects is considered the degradation process model, which includes random effects to account for the heterogeneity among system units. Then, the extreme shock model with a dynamic failure threshold is used to depict the random shock. The copula function is carried out to illustrate the correlation between multiple degradation processes, the reliability model is constructed further. To verify the application of this model, a numerical case and a micro-electro-mechanical system comprising two micro-mechanical resonators are employed. The parameter sensitivity of the proposed model is analyzed. The study results show that the reliability model, which combines the Wiener process with random effects and the dynamic failure threshold, more accurately reflects the actual operational state of the complex system.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135371464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Principle Component Analysis and logistic regression to support Six Sigma implementation in maintenance 应用主成分分析和逻辑回归来支持六西格玛在维修中的实施
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-11-01 DOI: 10.17531/ein/174603
Katarzyna Antosz, Małgorzata Jasiulewicz - Kaczmarek, Jose Machado, Marcin Relich
{"title":"Application of Principle Component Analysis and logistic regression to support Six Sigma implementation in maintenance","authors":"Katarzyna Antosz, Małgorzata Jasiulewicz - Kaczmarek, Jose Machado, Marcin Relich","doi":"10.17531/ein/174603","DOIUrl":"https://doi.org/10.17531/ein/174603","url":null,"abstract":"Improving the efficiency of maintenance processes is one of the goals of companies. Improvement activities in this area require not only an appropriate maintenance strategy but also the use of a new approach to increase the efficiency of the process. This article focuses on using Six Sigma (SS) to improve maintenance processes. As an introduction, the generations of SS development are identified, and traditional and advanced analytical tools that can be useful in SS projects are reviewed. As part of the research, an example of the implementation of the SS project in the maintenance process using the DMAIC and selected advanced analytical methods, such as PCA and logistic regression, was presented. The PCA results showed that it was enough to have seven main components to keep about 84% of the information on variability. In developed logistic regression explained the impact of the individual factors affecting the availability of the machines. The identified factors and their interactions made it possible to define maintenance activities requiring improvements.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"43 6-7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135371268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An assessment of the reliability of CFRP composites used in nodes of friction after impact of UV-A impacts and thermal shocks CFRP复合材料在UV-A冲击和热冲击后摩擦节点的可靠性评估
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-10-29 DOI: 10.17531/ein/174221
Aneta Krzyzak, Damian Racinowski, Robert Szczepaniak, Ewelina Kosicka
{"title":"An assessment of the reliability of CFRP composites used in nodes of friction after impact of UV-A impacts and thermal shocks","authors":"Aneta Krzyzak, Damian Racinowski, Robert Szczepaniak, Ewelina Kosicka","doi":"10.17531/ein/174221","DOIUrl":"https://doi.org/10.17531/ein/174221","url":null,"abstract":"This article describes the results of tribological research into epoxy-based composites reinforced with carbon fiber. The composites were subjected to accelerated tests simulating a semi-annual influence of environmental conditions of an elevated temperature, precipitation in combination with an influence of UV-A radiation of 0.83 W/m 2 as well as cyclic thermal shocks causing a leap temperature difference of 116.5°C. The process of friction was conducted in conditions of dry friction and wet friction in the presence of water. The authors found a positive influence of a two-month impact of environmental conditions upon increasing wear resistance. They found a reduction in weight in conditions of friction with water. At the same time, a reliability analysis for the same boundary conditions showed an increased risk of critical composite damage. The article indicates areas of safe exploitation of composites and areas of the necessity of withdrawing composites from further exploitation under the assumed environmental and tribological loads.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136157666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on the influence of pin shaft clearance on the bearing performance of the hydraulic support 销轴间隙对液压支架承载性能影响的研究
3区 工程技术
Eksploatacja I Niezawodnosc-Maintenance and Reliability Pub Date : 2023-10-26 DOI: 10.17531/ein/174367
Shunyi Du, Yang Yang
{"title":"Study on the influence of pin shaft clearance on the bearing performance of the hydraulic support","authors":"Shunyi Du, Yang Yang","doi":"10.17531/ein/174367","DOIUrl":"https://doi.org/10.17531/ein/174367","url":null,"abstract":"The pin clearance is a significant factor affecting the bearing capacity of the hydraulic support, but the effect of the pin clearance is often neglected in the current studies. Therefore, on the basis of considering the Equal stiffness spring damping system of the column, the dynamic simulation model of the hydraulic support without clearance was constructed to study the static bearing capacity of the hydraulic support. Moreover, as per the contact model of the connecting pin clearance, the dynamic simulation model of the single-pin clearance hydraulic support was established. The effect of single pin clearance on the load of the front and rear columns of the hydraulic support and the transmission force at key bearing points was analyzed. Meanwhile, the influence of single pin clearance at different positions on the bearing capacity of the hydraulic support was compared. Through the design of orthogonal test, the change of the transmission force of the bearing points under the coupling of multi-pin clearance was studied.","PeriodicalId":50549,"journal":{"name":"Eksploatacja I Niezawodnosc-Maintenance and Reliability","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134909661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信