2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)最新文献

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Effect of Grating Period on Transmission Spectrum of Long-Period Fiber Grating Coupled at Turning Point 光栅周期对拐点耦合长周期光纤光栅透射谱的影响
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00058
Qibiao Ou, Jianchuan Zhao, Wei He, Jian-bao Zhang, Yu Zhang, Jing Zhao
{"title":"Effect of Grating Period on Transmission Spectrum of Long-Period Fiber Grating Coupled at Turning Point","authors":"Qibiao Ou, Jianchuan Zhao, Wei He, Jian-bao Zhang, Yu Zhang, Jing Zhao","doi":"10.1109/ICDSBA51020.2020.00058","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00058","url":null,"abstract":"In this paper, the effect of grating period on the transmission spectrum of coated LPFG coupled at the turning point of detuning is studied theoretically. The research results are helpful to the optimization design of LPFG sensor based on strength detection. By applying the four-layer model to the analysis of the sensor, it is found that the grating period has an important influence on the transmission spectrum coupled at the turning point of detuning. When the cladding mode and the core mode of the grating are coupled at the turning point of detuning, the peak loss of transmission spectrum varies linearly with the grating period in a certain grating period range. Within this range, the shorter the grating period, the higher the peak loss, while the resonant wavelength remains basically unchanged. The peak loss of transmission spectrum is related to the linear range and slope of grating period. The higher the environmental refractive index, the narrower the range of the linear segment and the smaller the slope. Adopting this characteristic of LPFG, temperature and stress sensors based on intensity measurement can be fabricated.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134360963","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
Medical Brain Image Fusion Via Convolution Dictionary Learning 基于卷积字典学习的医学脑图像融合
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00082
Chengfang Zhang
{"title":"Medical Brain Image Fusion Via Convolution Dictionary Learning","authors":"Chengfang Zhang","doi":"10.1109/ICDSBA51020.2020.00082","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00082","url":null,"abstract":"Multimodal medical brain-image fusion technology provides effective support for medical diagnosis. This study draws on the global and local advantages of using a convolution dictionary, and proposes an image-fusion technology based on convolution dictionary learning for use on medical images of the brain. A fast Fourier transform is applied to the source image, and the image is decomposed into low-frequency and high-frequency sub-bands; then, suitable fusion rules are used for the low-frequency and high-frequency sub-bands respectively; finally, the inverse fast Fourier transform is used to obtain the fused image. Experimental results show that the proposed fusion technology is superior to the comparison algorithm in objective performance indicators. Moreover, subjective evaluation shows that the texture of the image obtained by the proposed fusion technology is more detailed and more informative.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114654362","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
Study on Typical Faults of Passive Safety Devices for Passenger Cars 轿车被动安全装置典型故障研究
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00050
Xiao Juan Yang, Shu Quan Xv, F. Liu
{"title":"Study on Typical Faults of Passive Safety Devices for Passenger Cars","authors":"Xiao Juan Yang, Shu Quan Xv, F. Liu","doi":"10.1109/ICDSBA51020.2020.00050","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00050","url":null,"abstract":"The passive safety device of operating bus is an important device to minimize personal injury after traffic accidents, which is of great significance to protect people's life safety and reduce the consequences of accidents. In this paper, the composition, working principle and typical faults of the passive safety device of the operating bus are studied, and the fault mode system of the passive safety device of the operating bus is formed, which provides a theoretical basis for the early warning and remote diagnosis of the failure of the passive safety device.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"95 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123576884","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
TIP: Tangible Interactive Projector with Projection Touch Tracking and Spatial Augmented Reality 提示:具有投影触摸跟踪和空间增强现实的有形交互式投影仪
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00020
Ya Wang, Chong Feng, Jiawei Guo, Yuhang Ma
{"title":"TIP: Tangible Interactive Projector with Projection Touch Tracking and Spatial Augmented Reality","authors":"Ya Wang, Chong Feng, Jiawei Guo, Yuhang Ma","doi":"10.1109/ICDSBA51020.2020.00020","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00020","url":null,"abstract":"Projection interaction is a new method of human-computer interaction which creates viewable screen in the actual space and can be directly touched and interacted by users, which can be universally used in the field of robotics and consumer electronics. In this work, we propose a new device named tangible interactive projector to effectively enable projection touch tracking and spatial augmented reality, in which we use object detection, instance segmentation and keypoints detection to improve the efficiency of touch detection and reduce the probability of misrecognition. We implement the spatial augmented reality method with the combination of the projection unit, computing unit, and perception unit. The perception unit consists of a high definition camera and an infrared camera, providing more modal data for touch recognition, which also makes it possible to display the projection adaptively according to the type and shape of the object in the field view using the bounding box output by object detection. The experiments show that our proposed equipment and interactive method perform significantly better than existing equipment or methods.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"61 9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121904375","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
Analysis of Wheel-Rail Friction Heat Performance of 25CrMo4 Material 25CrMo4材料轮轨摩擦热性能分析
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00066
Zhenfa Bi, Tao Wu, Zongkai Wang, Pengli Fang
{"title":"Analysis of Wheel-Rail Friction Heat Performance of 25CrMo4 Material","authors":"Zhenfa Bi, Tao Wu, Zongkai Wang, Pengli Fang","doi":"10.1109/ICDSBA51020.2020.00066","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00066","url":null,"abstract":"In this paper, the CRH3 train wheel set material 25CrMo4 is used for the simulation research. Through finite element simulation software ANSYS, the wheel-rail contact model is established. The direct coupling method is used for frictional heat-structure coupling to simulate the different sliding friction factors of the wheel set of 25CrMo4 material. Surface roughness, relative sliding speed and axle load are considered to be important factors affecting the sliding temperature rise between the wheel and rail. Surface roughness, relative sliding speed and axle load are considered to be the important factors affecting the temperature rise between wheel and rail. In this paper, through the control variable method, ANSYS software is used to control the same other variables, and the influence of one variable on the temperature rise between wheel and rail is studied respectively. It can be found from the results that friction factors, relative sliding speed and axle load rise will increase the temperature of 25CrMo4 material. The simulation analysis described in this article provides a simulation reference for the temperature rise in actual train operation.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128571166","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
Dynamic Analysis of Reciprocating Compressor with Crankshaft Crack 曲轴裂纹往复压缩机的动力学分析
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00026
Shouguo Cheng
{"title":"Dynamic Analysis of Reciprocating Compressor with Crankshaft Crack","authors":"Shouguo Cheng","doi":"10.1109/ICDSBA51020.2020.00026","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00026","url":null,"abstract":"In order to study the influence of crankshaft crack on the dynamics of reciprocating compressor, the model of crankshaft flexible body with crack was established by using finite element method, and the flexible body was activated for analysis and calculation during dynamic simulation. Through the analysis of the simulation results of the rigid body model and rigid flexible coupling model, it can be seen that the crank-shaft has a small deformation under the force of piston force. Comparing the simulation results of rigid flexible coupling model with crack and without crack when crankshaft rotates clockwise, it is found that the existence of crack increases the deformation of crankshaft. By comparing the simulation results of the rigid flexible coupling model with and without crack when the crankshaft rotates counterclockwise, the influence of crankshaft steering on the deformation of cracked crankshaft is found. The stability of the system is discussed by using phase diagram and Lyapunov exponent. The results show that the motion of the system is chaotic when the crankshaft with cracks rotates in reverse direction.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127432038","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
Evaluation Model of Active Rollover Prevention Performance for Commercial Vehicle 商用车主动防侧翻性能评价模型
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00053
Wen-liang Li, Wei Zhou, Qi Zhan, Xuewen Zhang
{"title":"Evaluation Model of Active Rollover Prevention Performance for Commercial Vehicle","authors":"Wen-liang Li, Wei Zhou, Qi Zhan, Xuewen Zhang","doi":"10.1109/ICDSBA51020.2020.00053","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00053","url":null,"abstract":"A multi-level comprehensive evaluation model of rollover prevention performance for commercial vehicle is proposed for the first time in this paper. By analyzing the performance indexes and test conditions of four active prevention and control technologies, including Driver Status Monitor (DSM), Curve Speed Warning System (CSWS), Electric Stability Control (ESC) and Tire Pressure Monitoring System (TPMS), the weights of their technologies and test conditions are assigned, and the test conditions are scored. Combined with the weights and test scores, the total score of rollover prevention performance is obtained according to the evaluation model formula. Then, the rollover prevention performance is ranked. Finally, the validity of the model is verified by the test data of three test vehicles, which can evaluate the overall rollover performance of commercial vehicle comprehensively and scientifically.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127184616","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
Research on Scoring Method of WEB Application Vulnerability Scanning Product Performance Test WEB应用漏洞扫描产品性能测试评分方法研究
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00095
Qicong Wu, Haohao Song, Ning Cao
{"title":"Research on Scoring Method of WEB Application Vulnerability Scanning Product Performance Test","authors":"Qicong Wu, Haohao Song, Ning Cao","doi":"10.1109/ICDSBA51020.2020.00095","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00095","url":null,"abstract":"False Positive Rate and False Negative Rate are two key indicators to evaluate the performance of WEB application vulnerability scanning products. Based on the research on the traditional scoring method of False Positive Rate and False Negative Rate, the improved test scoring method is proposed, and a more effective performance test scoring method which is based on the calculation method of risk value is designed in this paper. Assign values to vulnerabilities, and calculate the false positive and false negative through vulnerability weight.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131304716","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
Research on the Diversified and Dynamic Evaluation of University Teachers' Teaching Quality Based on FAHP 基于FAHP的高校教师教学质量多元化动态评价研究
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00032
Qin Dong, H. Xu, Jiang Tao Ji
{"title":"Research on the Diversified and Dynamic Evaluation of University Teachers' Teaching Quality Based on FAHP","authors":"Qin Dong, H. Xu, Jiang Tao Ji","doi":"10.1109/ICDSBA51020.2020.00032","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00032","url":null,"abstract":"Aiming at the problems of unbalanced qualitative and quantitative evaluation, and unscientific teaching evaluation methods in the current teaching quality evaluation of university teachers, a new evaluation system of the university teachers is reconstructed and the method of Fuzzy Analytic Hierarchy Process is used to achieve scientific evaluation.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116194709","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
Research on the Establishment of Virtual Assembly System for Production Line of PET Hot Filling Beverages Driven by Food Technological Parameters 基于食品工艺参数驱动的PET热灌装饮料生产线虚拟装配系统的建立研究
2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2020-09-01 DOI: 10.1109/ICDSBA51020.2020.00029
P. Liu, Qiang Li, Yue Dai, Yiying Nian, Shanshan Yuan, Min Duan, X. Li, Wen Liu
{"title":"Research on the Establishment of Virtual Assembly System for Production Line of PET Hot Filling Beverages Driven by Food Technological Parameters","authors":"P. Liu, Qiang Li, Yue Dai, Yiying Nian, Shanshan Yuan, Min Duan, X. Li, Wen Liu","doi":"10.1109/ICDSBA51020.2020.00029","DOIUrl":"https://doi.org/10.1109/ICDSBA51020.2020.00029","url":null,"abstract":"As for the long assembly cycle, high complexity, strongly professional layout design, high cost consumption and other issues of food engineering equipment, with the production line of PET hot filling beverages as the research object, this Paper achieves breakthroughs in the virtual assembly technology of the whole line, covering homogenization, sterilization, filling, packaging, cleaning and disinfection and other critical equipment of food processing, conducts a research on the mapping rules of food production technological parameters and equipment use parameters, and optimizes the equipment assembly model of PET hot filling beverages. At the same time, the virtual assembly system of PET hot filling beverages which has such functions as regional design, compliance verification and cross contamination pre-judgment of human flow and material flow is realized by virtual simulation technology of computer 3D image.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121352314","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
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