{"title":"Optimal design and implementation of operation and maintenance of offshore wind power safety production management platform","authors":"Guofeng Zhang, Cheng Chen, Junjie Yin, Yanliang Zhang","doi":"10.1117/12.2673591","DOIUrl":"https://doi.org/10.1117/12.2673591","url":null,"abstract":"In order to improve the operation and maintenance efficiency of offshore wind power onshore and offshore and reduce the maintenance cost of wind turbines, on the basis of considering the onshore rising station and offshore wind turbine business as a whole, a logical framework of a safety production management platform including display layer, application layer, business support layer, data service layer, infrastructure layer, safety operation and maintenance system, and unified standard system is established[1]; the use of timing diagrams and flowcharts describes the software architecture of the safety production management platform and the business processes of each subsystem, and is implemented in Java language. The implementation of the platform will realize the intelligent management and refined management of the offshore wind power business, improve production efficiency and reduce production costs.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"8 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":"133185523","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 lightweight vehicle detection algorithm combining image enhancement and multi-scale feature fusion","authors":"Kai Ding, Tailin Han","doi":"10.1117/12.2673360","DOIUrl":"https://doi.org/10.1117/12.2673360","url":null,"abstract":"In order to solve the problem of the high rate of missed vehicle detection in night-time traffic scenarios due to insufficient illumination and variable light sources, and the high complexity of the algorithm that makes it not well suited to in-vehicle devices. In this paper, we propose an efficient and accurate night-time vehicle detection method. Firstly, an improved EnlightenGAN algorithm is proposed to enhance the vehicle features in nighttime road images. Secondly, a lightweight network MobileNet v3 is proposed to replace the original backbone network Darknet53 of YOLO v3 for feature extraction as well as a multi-scale feature fusion strategy to improve the feature extraction capability of the network. Experimental results on the ExDARK dataset show that the accuracy and recall of the detection algorithm proposed in this paper are 88.88% and 94.32%, which are 0.53% and 8% better than YOLO v3, respectively, and the computational effort is reduced by 75% compared to YOLO v3.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"97 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":"117199391","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":"Digital social cultural heritage digital space study and exploration","authors":"Chu Zhao, Jingyu Pang, Yuhao Wu","doi":"10.1117/12.2673397","DOIUrl":"https://doi.org/10.1117/12.2673397","url":null,"abstract":"Due to the digitization of cultural heritage, there has been an increase in its protection and development and a renewed vitality to it. This article examines the digitalization of cultural heritage and the research results and progress in the fields at home and abroad. For visual processing and display, use Cite Space software to measure the research literature for 10 years of the CNKI database. By analyzing and organizing three major phenomena in digitalizing cultural heritage: (1) Study hotspots and direction \"multi-bloom, diverse development\". (2) Research institutions and personnel are more independent. (3) The trend of research into emerging digital technology is relatively obvious. Based on the overall analysis, the research status of the two major needs to be improved: (1) Strengthen the cooperation and connection between colleges and universities, cultural relics protection departments, and museums. (2) Grasp the internal connection in digitalizing emerging digital technology and cultural heritage.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"29 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":"116156203","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":"Research on machine analogy translation technology based on machine learning","authors":"Siyu Zhuang, Ying Cai","doi":"10.1117/12.2673450","DOIUrl":"https://doi.org/10.1117/12.2673450","url":null,"abstract":"With the acceleration of economic globalization, the importance of translation services has gradually manifested. The machine translation technology has a long and glorious history from statistical machine translation to neural machine translation, At present, machine translation software is emerging, mostly following the rules of natural language processing. In order to achieve quality and efficiency in translation, the various ambiguities in the language should be processed accurately and the speed of translation should be increased, while the anthropomorphism of machine translation should be enhanced and the machine's knowledge of human language should be constantly improved. Therefore, it is important to strengthen the research of machine learning technology, and to insist on the research on machine analogy translation technology based on machine learning is an important research topic.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"262 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":"116236600","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":"Research on technical path and practice of digital transformation of colleges based on iPaas","authors":"Ran Huang","doi":"10.1117/12.2673582","DOIUrl":"https://doi.org/10.1117/12.2673582","url":null,"abstract":"In 2022, the Ministry of Education officially launched the \"Strategic Action for Digital Education\", and digital transformation has become the focus of inward growth and transformation in the field of education. This paper first analyzed the connotation of the digital transformation of education and the difficulties of data integration encountered by colleges in the process of digital transformation, and proposed the technical path of digital transformation of colleges from two aspects: building an iPaas based educational data integration data base and key promotion strategies for digital transformation. Finally, from the perspective of practice, the article showed the practical cases of Shandong Youth Political College's digital transformation based on iPaas, with a view to providing reference for colleges to carry out digital transformation.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"22 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":"125045835","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}
B. Yan, Bin Li, F. Gao, Yunjie Miao, Xi-rong Lin, Da-Hui Hong, Haihong Zhang
{"title":"Research on on-line oil monitoring system for power plant based on condition assessment of oil-using equipment","authors":"B. Yan, Bin Li, F. Gao, Yunjie Miao, Xi-rong Lin, Da-Hui Hong, Haihong Zhang","doi":"10.1117/12.2673556","DOIUrl":"https://doi.org/10.1117/12.2673556","url":null,"abstract":"This paper uses the oil monitoring and diagnosis module to conduct diagnosis and early warning based on the change of oil indicators caused by the deterioration products generated after the deterioration of the oil, which can quickly and accurately output the equipment to which the fault belongs and diagnose the link of the problem. Along with the related remote management software for the top computer and the lower oil monitoring equipment, the system also includes the diagnosis technique statistically created by the aforementioned modules. The host computer's software then performs real-time statistical data screening and diagnostics once the monitoring and diagnosis module detects the change in oil quality indicators and transmits the information through the switch.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"20 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":"125143781","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}
Yang Liu, Jing-ning Cheng, Wanqin Zhao, Jingjing Dai
{"title":"Structure characteristics of spatial correlation network of industrial digitalization","authors":"Yang Liu, Jing-ning Cheng, Wanqin Zhao, Jingjing Dai","doi":"10.1117/12.2673431","DOIUrl":"https://doi.org/10.1117/12.2673431","url":null,"abstract":"This study aims to reveal the spatial correlation effects of the digitization of regional industries. This study uses machine learning and text quantification to construct a digital index of listed companies in China's traditional industries, and to perform regional clustering. Based on the industrial digital development index from 2008 to 2021, this study choose representative annual features to fully demonstrate the spatial aggregation of digital industrial development. The findings of this paper provide the digital core position and the cohesive subgroups in different regions of China. Beijing, Shanghai, and their surrounding provinces are in the total core area of the spatial connection network of digital industrial development, while most of the provinces in the western region are in the absolute edge area, forming a typical distribution trend of \"strong in the east and weak in the west.\"","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"39 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":"129652670","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":"Indoor vibration of a high-rise frame structure office building near metro lines","authors":"Lei He, Qine Zeng, Yanan Wu, Xueying Wang, Ruixiang Song, Yubin Wu","doi":"10.1117/12.2673353","DOIUrl":"https://doi.org/10.1117/12.2673353","url":null,"abstract":"The indoor vibration of a high-rise frame structure office building near the subway is studied using the method of field test. The research results show that the average value of the vibration acceleration effective value of outdoor point is 0.003893 m/s2 , and with the rise of the floor, the indoor vibration of the building shows a fluctuation law, and the vibration is amplified in the middle and high floors. The vibration outdoor is mainly distributed in 50Hz~80Hz, and the peak frequency is 63Hz, and the indoor vibration is significantly reduced above 40Hz, while amplified below 35Hz.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"14 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":"129641881","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":"Analysis of sensor technology application in Chengdu: a case study of LiDAR","authors":"Fayun Deng, Jinhui Wang, Naiqi Yu, Min Tang","doi":"10.1117/12.2673411","DOIUrl":"https://doi.org/10.1117/12.2673411","url":null,"abstract":"Sensor technology is an important support for the development of intelligent manufacture, industrial Internet, smart city and other fields. As an important economic city in western China and the leader of Chengdu-Chongqing Economic Circle, Chengdu has long been planning and making arrangement in the sensor industry, which is supported by a large number of universities and scientific research institutes; This study searches “the laser radar in Chengdu” on incoPat patent analysis platform, and analyzes the application trend, applicants, technical field and patent operation data of the search results, so as to explore the advantages and disadvantages in the field of laser radar industry in Chengdu. Then it puts forward the corresponding strategies to promote the development of local sensor industry by improving the transformation and application of sensor achievements.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"59 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":"115847562","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":"Design of monitoring and control system for unmanned ship based on FPGA","authors":"Jing-Xiang Yao, Jia-fu Ren, Zhaoyan Zhong, Guibin Zhao","doi":"10.1117/12.2673533","DOIUrl":"https://doi.org/10.1117/12.2673533","url":null,"abstract":"In order to improve the stability and safety of unmanned ship navigation, this paper proposes an unmanned ship measurement and control system based on FPGA as the core controller. The shore-based control terminal sends control commands to the unmanned ship through the DTU communication module, and outputs commands to control the unmanned ship's ignition, flameout, and gear switching after data analysis by the FPGA controller in the ship. At the same time, AD conversion sensors and differential GPS are used Sensors, temperature and humidity sensors, linear displacement sensors and other sensors detect the real-time status of the unmanned ship, send the real-time status parameters of the unmanned ship to the shore-based control terminal through the DTU communication module, and display the received data on the LCD On the screen, so as to realize the function of real-time control and data monitoring. After testing, the results show that this system can perform real-time control and data monitoring on unmanned ships.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"97 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":"126842152","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}