{"title":"Priority evaluation to multiple scenarios focus on V2X early warning of driving assist function","authors":"Guoyu Zhang, Mian Dai, Yuying Liu, Chao Chen, Yunliang Huang, Pengchao Zhao","doi":"10.1117/12.2673474","DOIUrl":"https://doi.org/10.1117/12.2673474","url":null,"abstract":"The evaluation indicator model of the scenario trigger mechanism is constructed and proposed in this paper. By analyzing the elements of the V2X early warning function scenario, five indicators, which includes time to collision, the headway, the safe distance, the lane crossing time, and post conflict vehicle entry time are employed for the comprehensive assessment. The result demonstrate the priority relationship among the total 27 scenarios. It could support to detect and identify corner traffic scenarios, to broadcast safety warnings, to improve the performance of driving assist functions.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124405453","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}
Pang Lv, Jin Qian, Qi Li, Yong Yan, Jiajia Han, Qinyuan Li
{"title":"Service reputation assessment for power grid zero-trust security","authors":"Pang Lv, Jin Qian, Qi Li, Yong Yan, Jiajia Han, Qinyuan Li","doi":"10.1117/12.2673507","DOIUrl":"https://doi.org/10.1117/12.2673507","url":null,"abstract":"With the development of information technology and intelligence in power grid enterprises, more and more power terminals such as smart meters and centralized collectors are being accessed remotely through various networks, especially wireless public networks, making the use of marketing terminals to launch network attacks increasing day by day. Usually, marketing terminals are deployed in uncontrolled user sites, and once deployed, they are used for long periods of time, exposing them to the serious threat of illegal counterfeit terminals and theft of legitimate terminals to attack the main power marketing system in the information intranet of the power grid enterprise. This paper proposes a zero-trust access control mechanism for power networks based on service reputation assessment, using real-time reputation values within a cycle and historical reputation values obtained from the previous test cycle to obtain a comprehensive reputation value of the service. Experimental results show that continuous trust assessment can be accurately performed based on its runtime reputation value, ensuring the continuous trustworthiness of the endpoint identity.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127249780","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}
{"title":"A hand gestures recognition system for industrial robot control","authors":"Tiansong Liu, Y. Shi, Jun Zhang","doi":"10.1117/12.2673362","DOIUrl":"https://doi.org/10.1117/12.2673362","url":null,"abstract":"In order to improve the interactivity of industrial robot, this paper has designed a hand gestures recognition system for industrial robot control. The system contains two MPU6050 modules, Arduino Uno, computer and a ABB IRB 120 industry robot. Two MPU6050 modules collects the human hands movement signals which will be transmitted to Arduino Uno to process. The upper computer can receive signals processed and send commands through serial port. Also, the upper computer can send signals which include the robot movement mode parameters , speed parameters , direction parameters and so on to ABB IRB 120.Thus, the movements of the robot can be controlled by the movement of both hands where the prototypes were worn . The experimental results show that the correct rate of gesture recognition of the system higher than is 99% and the system works well, which achieves the expected purpose.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"187 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116104495","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}
{"title":"Development of the intelligent dispatching system for power grid: an example of the virtual dispatcher for the Lanzhou power grid","authors":"Yugang Zhang, Fayuan Gao, Wenwu Zhang, H. Ma, Shicheng Jiang, Chunlin Chen","doi":"10.1117/12.2673480","DOIUrl":"https://doi.org/10.1117/12.2673480","url":null,"abstract":"With the gradual expansion of the power grid scale, the complexity of the power grid becomes higher and higher, and the stable operation and dispatching of the power grid become more and more difficult. The application of artificial intelligence to power grid dispatching can make the process of power grid dispatching simple and efficient. Moreover, it is an effective way to solve the difficulties of power grid dispatching. Taking the virtual dispatcher in the Lanzhou power grid system as an example, the application of artificial intelligence system in the power grid control was summarized. Combined with the actual situation of the Lanzhou power grid, the necessity and feasibility of the development of the power grid intelligent dispatching system were fully analyzed, and the concrete implementation steps and methods of the development of the power grid intelligent dispatching system were illustrated by examples. This work can provide a reference for the development of an intelligent dispatching system and intelligent upgrade of the power grid.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114488483","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}
{"title":"Construction of intelligent financial platform for colleges and universities in the era of big data","authors":"Yingmin Zhang, Shu-Zhen Hao","doi":"10.1117/12.2673423","DOIUrl":"https://doi.org/10.1117/12.2673423","url":null,"abstract":"With the development of information and intelligent technology and the continuous promotion of national policies, colleges and universities have entered the financial information age. However, there are still some problems in college financial informatization, such as insufficient intelligence in business processing, and low work efficiency. This paper takes S university as the research object, based on case analysis and field research, using DUE, image processing, two-dimensional code recognition, visual processing, RPA and other technologies, proposes and practices the construction scheme of intelligent finance in universities. Practice has proved that intelligent financial construction greatly releases financial manpower, improves efficiency and improves financial intelligent management level.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"1 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116586878","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}
{"title":"Intelligent design of railway logistics financial operation mode and risk evaluation system","authors":"Yang Mei","doi":"10.1117/12.2673390","DOIUrl":"https://doi.org/10.1117/12.2673390","url":null,"abstract":"In order to adapt to the development of railway logistics financial business under the situation of modernization and transformation of railway enterprises, an intelligent integrated operation mode of logistics, capital flow and information flow is designed and financial risks are evaluated to guide the financial operation of railway enterprises. Combined with the status of railway freight, logistics operation and financial institutions, we design the operation mode and establish 4 internal risk evaluate on indicators and 21 external risk evaluation indicators, and use the structural equation model to evaluate the risks faced by railway logistics enterprises in the process of financial operation. The simulation results show that the external risk is greater than the internal risk. In detail, the order of impact degree of risk factors from high to low is: regulatory institution risk, financing enterprise risk, legal risk, core enterprise risk, environmental risk, and capital platform risk. Among the internal risks, the order is: internal management risk, collateral risk, future development risk and technology application risk.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116599634","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}
{"title":"Application of hybrid neural network in data-driven flow field simulation","authors":"Xiaowei Zhang, Wen Dong, Wenshi Wang, Ziyu Zhou, Yucai Dong","doi":"10.1117/12.2673552","DOIUrl":"https://doi.org/10.1117/12.2673552","url":null,"abstract":"Due to the strong nonlinearity of navier stokes equation, it is difficult to solve the hydrodynamics simulation problem. As a century problem, it is still a major difficulty in the academic community. With the improvement of computer ability and the development of data platform, some new changes have taken place in the research direction and content of turbulence model. The data-driven machine learning method is different from the traditional approximate equation solving method in physics, and shows its application potential in highly complex flow fields. In this study, convolution cyclic hybrid neural network is used to predict the complex flow field, and the generated confrontation network is used to generate the simulated flow field.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128528619","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}
{"title":"Using IoT to promote the construction of natural gas industry ecosystem","authors":"Yingqiang Wang, Q. Cao, M. Devaraj","doi":"10.1117/12.2673422","DOIUrl":"https://doi.org/10.1117/12.2673422","url":null,"abstract":"As a kind of clean energy, natural gas is widely used and has achieved great development. However, natural gas enterprises are facing some difficulties now, such as difficulty in payment, maintenance of pipeline network, safety of gas use, and distribution of natural gas consumption. This paper studies that the use of IoT technology to establish an ecosystem in the natural gas industry can effectively solve those problems. In this paper, the advantages brought by the ecosystem for the digital transformation of natural gas are introduced firstly. Then this paper introduces how to establish an ecological model of the natural gas industry. The tasks undertaken by relevant stakeholders in the construction of the ecosystem, the process of data collection by taking the pipeline pressure as an example, and some intelligent applications of the ecosystem are presented. The problems existing in the current ecosystem construction process and future research directions are given finally. The research results of this paper can be used not only for the construction of natural gas industry ecosystem, but also as a reference for other industries to establish ecosystems.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"12599 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130546028","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}
{"title":"Application research of landmarks in path planning algorithms of mobile robots","authors":"Linghao Fan, Xiangde Liu, Yi Zhang","doi":"10.1117/12.2673373","DOIUrl":"https://doi.org/10.1117/12.2673373","url":null,"abstract":"A way of incorporating landmark information matrix QR to affect the global path planning algorithm is proposed for the use of landmarks in robot localization and navigation. It is also investigated how this method affects the pace at which the original algorithm solves problems. The reward and punishment items in this technique include dangerous locations with lots of obstacles around them, landmarks with location information connected to the ground, and the two combined. Three representative common robot path planning algorithms are also imposed as influences. Through MATLAB simulation experiment, find the optimal path planning algorithm that is appropriate for applying reward and punishment by comparing the quality of the robot's driving path and the algorithm solution speed before and after the reward and punishment. According to the simulation results, the reward and punishment approach is practical and efficient. The heuristic search algorithm is better suited for reward and punishment, and both its path quality and speed of solution have greatly increased.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126839217","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}
{"title":"Fine management of gas drainage in coal mine","authors":"Hong Gao, Junhong Wang","doi":"10.1117/12.2673349","DOIUrl":"https://doi.org/10.1117/12.2673349","url":null,"abstract":"Through the effect evaluation system of coal and gas co-extraction, gas extraction pipeline monitoring system, gas disaster warning system, ventilation monitoring and decision-making system, etc., the effect evaluation of coal seam extraction can be realized, and the comprehensive parameters such as gas concentration, flow rate, temperature and pressure of each main, trunk and branch pipelines can be monitored online in real time. Online early warning analysis of underground coal mine gas, geological structure, coal seam occurrence, ventilation and management, and online dynamic monitoring and abnormal alarm of wind speed, air volume, wind direction and other parameters in each wind location, to ensure efficient and precise extraction of gas and efficient coal mining in the fourth and fifth panels.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131963343","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}