2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)最新文献_第3页

Real-Time Capacity Estimation of Lithium-ion Batteries Using a Novel Ensemble of Multi-Kernel Relevance Vector Machines 基于多核相关向量机的锂离子电池容量实时估计

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021192

Yang Zhang, Hang Yao, Jianjun Qi, P. Jiang, B. Guo

引用次数: 1

Multiaxial Fatigue Life Prediction Based on Critical Plane Method 基于临界平面法的多轴疲劳寿命预测

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021134

Hong-Hua Sun, Xudong Chen, Qing-yang Li, Chunwei Li

{"title":"Multiaxial Fatigue Life Prediction Based on Critical Plane Method","authors":"Hong-Hua Sun, Xudong Chen, Qing-yang Li, Chunwei Li","doi":"10.1109/QR2MSE46217.2019.9021134","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021134","url":null,"abstract":"Axis are usually hollow or solid cylindrical members. According to different needs, complex geometric elements such as holes, grooves, splines and steps will be designed on the axis. These parts often lead to stress concentration and high local stress, and multiaxial fatigue will be caused by multi-direction stress or strain in the process of processing. Taking the spindle of a bearing ring inner grinder as the research object, the working mechanism of the inner grinder, the feeding mode of the spindle and the workpiece are analyzed. The fatigue life prediction model of the spindle is determined by the critical plane method, and the number of stress cycles and fatigue damage of the spindle under four technological processes are also determined. In view of the fact that the inner grinder of bearing rings will change the size of workpiece irregularly, the influence of bearing rings of different sizes on the fatigue life of the spindle is simulated and analyzed. The maximum stress cycle times of the spindle are calculated, and the scatter plot is drawn. Finally, the relationship curve and function relationship between the inner diameter of bearing rings and the fatigue life of the spindle are obtained by the least square curve fitting method combined with the MATLAB curve fitting toolbox.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124986440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Residual Life Prediction Using Grey Correlation Analysis of Feature Selection 基于灰色关联分析特征选择的剩余寿命预测

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021211

Hang Yao, X. Jia, Z. Cheng, B. Guo

引用次数: 0

Research on Estimation of Equivalent Working Time for Armored Vehicle Engine Based on Degradation Data 基于退化数据的装甲车辆发动机等效工作时间估计研究

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021193

Yanhua Cao, Yong Li, Chun-liang Chen, Yiran Guo

{"title":"Research on Estimation of Equivalent Working Time for Armored Vehicle Engine Based on Degradation Data","authors":"Yanhua Cao, Yong Li, Chun-liang Chen, Yiran Guo","doi":"10.1109/QR2MSE46217.2019.9021193","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021193","url":null,"abstract":"The working time of combat equipment’s engine, such as the diesel engine of armored vehicle, reflects its technical condition to a great degree. However, the identical use time under different external usage environments may reflect different technical conditions of equipment. But the residual life can be indirectly estimated more accurately by calculating equipment’s equivalent use time. Empirically speaking, the same values of degradation parameters usually reflect the same technical conditions of the equipment when it even worked under different external environments. The service life of the same type of equipment under the same usage environments is similar. In this paper, the determination principle and measurement method of the technical parameters is put forward firstly. Then, the neural network’s advantages in prediction field are put forward and the method of regression prediction with neural network is chosen to estimate the equivalent working time of diesel engine of armored vehicle. The standard external usage environments are specified so as to change the ordinary working time into its equivalent. Taking a certain type of armored equipment diesel engine as an example, the prediction model is built based on several degradation parameters. Then the model is tested and verified by actual usage data. The calculation results indicate that the estimation method is scientific and practical. Two problems are finally proposed to discuss for further improvement.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134097426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimal Design of-the Accelerated Degradation Experiment by Monte Carlo Method and Genetic Algorithm 基于蒙特卡罗方法和遗传算法的加速退化实验优化设计

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021259

Jiantao Li, Yue Wang, Huanan Cui, Dayu Zhang, Hongqi Zhang, Song Zhang, He Wang

引用次数: 0

Operational Reliability Evaluation Method of Production Systems Based on Multistate Production Network 基于多状态生产网络的生产系统运行可靠性评估方法

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021125

Xiaodong Wang, Jin-Cheng Wang, Tiejun Ma, Hangong Wang, Zhaojun Hao

{"title":"Operational Reliability Evaluation Method of Production Systems Based on Multistate Production Network","authors":"Xiaodong Wang, Jin-Cheng Wang, Tiejun Ma, Hangong Wang, Zhaojun Hao","doi":"10.1109/QR2MSE46217.2019.9021125","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021125","url":null,"abstract":"Accurate reliability evaluation method play a vital role in production scheduling and equipment science maintenance decisions. However, with the advent of Industry 4.0, the structure and function of modern industrial systems have become more complex. The traditional reliability evaluation method cannot accurately describe the operating state of the production system because it cannot accurately reflect the multistate characteristics. To solve this phenomenon, a novel operational reliability evaluation method for production systems was proposed. Firstly, according to the multistate characteristics of the production system, the new concept of operational reliability is proposed. Secondly, based on the operating characteristics of the production system, a multistate production network that comprehensively analyzes the machine performance state, task execution state and product quality state is proposed, to reduce the complexity of the operation. Third, an operational reliability evaluation process for multistate production systems is proposed based on multistate production network and Markov model. Finally, the effectiveness of the proposed method is demonstrated using the case of the ferrite phase shifting unit production system.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"227 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123184640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Application of IoT Technology to a Manufacturing Process: Case Study 物联网技术在制造过程中的应用:案例研究

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021241

Khaldoon Hijazin, Tieling Zhang

{"title":"The Application of IoT Technology to a Manufacturing Process: Case Study","authors":"Khaldoon Hijazin, Tieling Zhang","doi":"10.1109/QR2MSE46217.2019.9021241","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021241","url":null,"abstract":"The internet of things (IoT) has become an important technology in our life. It is considered as an enhancing feature which could improve the quality of communications if it is applied in the right way. However, if the IoT is not well designed or designed with complicated models, it will result in not easy application so that technicians and engineers will avoid using it. In this paper, a model of IoT utilized in manufacturing industry is illustrated to show the importance of its application. It shows how the IoT is applied in its simplest form through developing a production system in a food factory. One manufacturing line is studied, which is a teacake manufacturing line in a factory in Jordan. After analyzing the production data of the production system and considering the minimum resources required for the production, a model is introduced with programming to show how a proper design of the IoT can help reduce the cost of the production with appropriate human resource planning and reduced cycle time in producing each batch of the Sambo teacakes. Finally, this paper indicates that IoT is a critical technology in manufacturing, which could help the industry to make the entire strategy in order to build and maintain a sustainable and competitive position in the market.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123339592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

A Rosenblatt Transformation Method Based on Copula Function for Solving Structural Reliability 基于Copula函数的Rosenblatt变换方法求解结构可靠度

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021157

Juan Du, Haibin Li

{"title":"A Rosenblatt Transformation Method Based on Copula Function for Solving Structural Reliability","authors":"Juan Du, Haibin Li","doi":"10.1109/QR2MSE46217.2019.9021157","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021157","url":null,"abstract":"Rosenblatt transformation is a general method for transforming a group of non-normal random variables into a group of equivalent independent normal random variables. However, this method is not suitable for the problem of unknown joint distribution function. In view of the above problems, the joint distribution function is constructed by the Copula function in this paper, and the transformation problem of correlation non-normal variables to independent normal variables is solved. Firstly, the Copula function is used to construct the joint distribution function of correlation variables. It includes the solution of Copula function correlation parameters and the selection of correlation structure types between variables. Secondly, the Copula function is introduced into Rosenblatt transformation to obtain the conditional distribution function of variables,. The correlation variables can be transformed into independent variables. Finally, the structural reliability problem with correlation random variables is analyzed. The feasibility of the proposed method is verified by the specific examples.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"204 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113953245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Wireless Acquisition and Transmission of Mechanical Vibration Signal: A Review 机械振动信号的无线采集与传输研究进展

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021138

Yunfei Ma, Xisheng Jia, Guanglong Wang, Huajun Bai, Chiming Guo, Xudong Zhao

引用次数: 0

Sawing Test Analysis and Reliability Verification of Salix 柳条锯切试验分析及可靠性验证

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) Pub Date : 2019-08-01 DOI: 10.1109/QR2MSE46217.2019.9021219

Zhi-gang Liu, Zhongxiang Ma, C. Pei, Gengjin Sui, Zhen Ji

{"title":"Sawing Test Analysis and Reliability Verification of Salix","authors":"Zhi-gang Liu, Zhongxiang Ma, C. Pei, Gengjin Sui, Zhen Ji","doi":"10.1109/QR2MSE46217.2019.9021219","DOIUrl":"https://doi.org/10.1109/QR2MSE46217.2019.9021219","url":null,"abstract":"Aiming at the Salix sawing process because of the unreasonable parameters caused by the cutting effect is poor, saw severe wear and due to the high-speed rotation of the safety problem of high energy consumption, the use of indoor cutting test bench simulation of field work in low speed circumstances. Based on Box-Behnken central combination test method, a multivariate mathematical regression model was established by taking the sawing speed, feed speed and the number of saw blade teeth as the influencing factors, and the sawing power and the sawing surface quality score as the objective function. The results show that the notable order of sawing power influence is sawing speed, feed speed and number of saw blade teeth; the notable order of sawing surface quality score is feed speed, sawing speed and number of saw blade teeth; the optimal combination of working parameters is sawing speed 850 r/min, feed speed 15 mm/s and number of teeth 100 T. Under this combination, sawing power and sawing surface quality score are 156.6W and 81 points. The reliability of the mathematical model is described by probability and data statistics. The relative error of reliability test is used as the evaluation index. The optimized parameter combination is basically accurate, and the established mathematical model meets the reliability requirements.","PeriodicalId":233855,"journal":{"name":"2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123763454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1