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2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)最新文献

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Shadow Detection and Disparity Processing Based on Binocular Vision 基于双目视觉的阴影检测与视差处理
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998922
Zhen Bai, Wenyi Lu, Jiangtao Peng, Ran Meng
{"title":"Shadow Detection and Disparity Processing Based on Binocular Vision","authors":"Zhen Bai, Wenyi Lu, Jiangtao Peng, Ran Meng","doi":"10.1109/DTPI55838.2022.9998922","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998922","url":null,"abstract":"In order to solve the problem of the large disparity errors in shadows, this paper proposes a sound framework for shadow detection and disparity processing. Firstly, the shadow boundary is obtained by segmenting the road image; secondly, the disparity is recalculated by template matching with a larger sliding window for the shadow boundary; then, the disparity with lower confidence in the original disparity is removed; finally, the blank value is filled by interpolating the disparity of the surrounding non-shadowed part. It is verified that the method proposed in this paper can effectively remove the disparities in the shaded part that cause the wrong height, and the height at the shaded part is significantly reduced after the treatment by this paper.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117023547","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 identification of main cotton pests based on deep learning 基于深度学习的棉花主要害虫识别研究
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998883
Liu Xinmao, Liu Yihui, Xu Mingl, Tang Shuijiaol, Ma Zhandong
{"title":"Research on identification of main cotton pests based on deep learning","authors":"Liu Xinmao, Liu Yihui, Xu Mingl, Tang Shuijiaol, Ma Zhandong","doi":"10.1109/DTPI55838.2022.9998883","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998883","url":null,"abstract":"According to the phototaxis of cotton bollworm adults, the self-developed cotton bollworm adult trapping and photographing monitoring device automatically obtains images of cotton bollworm adults; the target detection algorithm YOLO v5 is used to identify and count the cotton bollworm adults on the monitoring equipment; comparison The detection performance of different training models on images of H. armigera adult images was evaluated, and the differences of each model were evaluated by precision rate, recall rate, F1 value and average precision. The test results show that high recognition accuracy can be achieved when using the monitor to collect images of the test set as the training set.. It can improve the current situation of low automation of cotton bollworm adult identification, and can be used for the actual field monitoring of cotton bollworm adults.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122419644","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 Edge Cloud Architecture of Intelligent Power Plant 智能电厂边缘云架构研究
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998938
Zhangming Zhao, Lin Wang, Ling Zha, Wenyu Wang, Linjuan Gong, Yaokui Gao, Haidong Gao, Yangxiang Lei, Jinghao Dong
{"title":"Research on Edge Cloud Architecture of Intelligent Power Plant","authors":"Zhangming Zhao, Lin Wang, Ling Zha, Wenyu Wang, Linjuan Gong, Yaokui Gao, Haidong Gao, Yangxiang Lei, Jinghao Dong","doi":"10.1109/DTPI55838.2022.9998938","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998938","url":null,"abstract":"Driven by the carbon peaking and carbon neutrality goals, the transformation and upgrading of the energy system is an inevitable trend. The market environment faced by power generation enterprises is increasingly complex and fierce. The construction of intelligent power plant will greatly improve the core competitiveness of power generation enterprises. In the process of research and application of intelligent power plant, while bringing many intelligent and convenient applications, it also faces more and more new problems. The problem is summarized and analyzed in this paper, and on this basis, an edge cloud architecture for intelligent power plant is proposed, which provides a new idea for the construction of intelligent power plant. Based on hyper-converged infrastructure, the architecture integrates data analysis and modeling, container, unified data convergence management, cloud-edge collaboration and other technologies, realizing the transformation of intelligent power plant from traditional IT mode to hyper-converged mode.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"204 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126649872","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 Control and Configuration of Energy Storage Devices in Regional Distribution Network with Renewable Energy Sources 可再生能源区域配电网储能装置的优化控制与配置
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998920
Zhou Xiangyu, Li Jing, Meng Yao, Dong Wenxiu, Zhang Hedong
{"title":"Optimal Control and Configuration of Energy Storage Devices in Regional Distribution Network with Renewable Energy Sources","authors":"Zhou Xiangyu, Li Jing, Meng Yao, Dong Wenxiu, Zhang Hedong","doi":"10.1109/DTPI55838.2022.9998920","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998920","url":null,"abstract":"When the distribution network is connected to distributed energy sources (DER) such as large-scale photovoltaics and wind power, the volatility and intermittency of distributed energy sources will adversely affect the power grid. In view of the adverse effects of distributed energy access to the regional distribution network on load characteristics, comprehensively considering the energy storage operation constraints, charge and discharge power constraints and power flow balance constraints of the distribution network, an optimal configuration model of the energy storage system is established, and the control strategy is optimized. Take “peak shaving and valley filling” and “smooth load” as load control objectives respectively. The optimization strategy is used to control the load variance and the square of the load change. Combined with the cost optimization of the energy storage system, the GUROBI algorithm is used to solve the model optimization, and the load characteristics and energy storage optimization trends under different energy storage charge and discharge power constraints are obtained. The changing trend of the optimal configuration of capacity provides an effective reference for the configuration of the energy storage system.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122065206","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 modeling method of driving risk assessment based on vehicle trajectory prediction
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998885
Xunjia Zheng, Hui Li, Hui Liu, Xing Chen, Tianhong Luo
{"title":"A modeling method of driving risk assessment based on vehicle trajectory prediction","authors":"Xunjia Zheng, Hui Li, Hui Liu, Xing Chen, Tianhong Luo","doi":"10.1109/DTPI55838.2022.9998885","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998885","url":null,"abstract":"This paper has presented a two-dimensional driving risk modeling method based on the field theory and proposed a driving risk modeling scheme based on trajectory prediction. This method is based on the artificial potential field theory, vehicle kinematics, and dynamics. This study first proposes the basic concept of driving risk modeling and establishes a basic model of driving risk. Then we convert the Cartesian coordinate system according to the road structure curve, so that the risk field is distributed along the road curve, and realize the prediction of driving risk according to the road structure. Finally, we convert the Cartesian coordinate system to the Frenet coordinate system to quantify the driving risk according to any vehicle trajectory prediction.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124905834","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
Design of Trans-Provincial Power Spot Trading Mechanism and Provincial Power Allocation System 跨省电力现货交易机制与省级电力分配制度设计
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998929
Hao Zhang, Hang Zhao, Jiahao Xiong, Peidong Xu, Ke Zhang, Yuxin Dai, Haoran Zhang, Jun Zhang, Tianlu Gao
{"title":"Design of Trans-Provincial Power Spot Trading Mechanism and Provincial Power Allocation System","authors":"Hao Zhang, Hang Zhao, Jiahao Xiong, Peidong Xu, Ke Zhang, Yuxin Dai, Haoran Zhang, Jun Zhang, Tianlu Gao","doi":"10.1109/DTPI55838.2022.9998929","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998929","url":null,"abstract":"With the wake of development of the market-oriented power sector reform and the gradual deepening of new energy, the energy structure and its supply-demand relationship in China are experiencing dramatic changes. Under such circumstance, the allocation of electric power and its surplus-shortage coordination are facing unprecedented challenges. However, the market trading mechanism concerning the surplus-shortage coordination between provinces has not yet been established, prompting the urgent need for trans-provincial power spot trading. This paper refers to the current spot trading mechanism and further expands the scope of power trading, enriches the participants of the market, establishes the overall framework of inter provincial power spot trading, and constructs the market clearing model after fully combining the actual operation needs of the power grid. After that, under the assumption that the spot electricity trading market is cleared, this paper sets up the power distribution mechanism in the province in combination with the utility theory. Finally, the feasibility and effectiveness of the above mechanism are verified by the power consumption data of all provinces and regions in the province. The paper provides a practical solution for how to reasonably allocate the scarce resource of electricity.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116725383","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
An industrial equipment maintenance support system for networked collaborative evolution in the smart product service ecosystem 面向智能产品服务生态系统网络化协同演进的工业设备维护支撑系统
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998954
Yu Bao, Zhao-Hui Sun, Xiaoqiang Liao, Yuan Chang, S. Qiu, X. Ming
{"title":"An industrial equipment maintenance support system for networked collaborative evolution in the smart product service ecosystem","authors":"Yu Bao, Zhao-Hui Sun, Xiaoqiang Liao, Yuan Chang, S. Qiu, X. Ming","doi":"10.1109/DTPI55838.2022.9998954","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998954","url":null,"abstract":"The traditional model of industrial equipment operation and maintenance has changed with the development of industrial internet technologies such as edge computing, cloud-edge collaboration, big data, artificial intelligence, digital twins, etc. Meanwhile, researchers are beginning to focus on the range of influence of equipment asset reliability, which is shifting from local performance to organizational goals. The networked collaborative evolution of equipment assets and value chain management is becoming the core value proposition of industrial internet platforms. From the perspective of system architecture, this paper discusses a novel industrial equipment maintenance support system based on the industrial internet platform, detailing the design of the resource and edge layer, cloud platform layer, big data governance and service layer, modeling and simulation layer, information model and collaboration layer, and organization, business, and service layer. The proposed system architecture and solution are expected to provide possible guidance for group-type enterprises and cross-industry service providers to help them innovate equipment asset management solutions based on the industrial internet platform.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"123 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126268897","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
Parallel Control of Ultra-supercritical Unit under Requirements of Flexible Operation 灵活运行要求下超超临界机组并联控制
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998930
Linjuan Gong, G. Hou, Lin Wang, Yaokui Gao, Wenyu Wang, Zhangming Zhao, Jun Tang, Hongri Guo, Jian Liang
{"title":"Parallel Control of Ultra-supercritical Unit under Requirements of Flexible Operation","authors":"Linjuan Gong, G. Hou, Lin Wang, Yaokui Gao, Wenyu Wang, Zhangming Zhao, Jun Tang, Hongri Guo, Jian Liang","doi":"10.1109/DTPI55838.2022.9998930","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998930","url":null,"abstract":"The flexible operation of thermal power units is deemed as the main support for energy structure transformation of power system. Considering the significant importance of the ultra-supercritical unit in thermal power generation, a parallel control system is designed for ultra-supercritical unit in this paper to guarantee the safety, stability and economy of flexible operation process under large-scale renewable energy integration. Based on the developed artificial control system coordinating dynamics modeling technics and control strategies, the optimal modeling and control algorithms are determined for actual control system through computation experiment and evaluation. Finally, the performance of flexible operation for ultra-supercritical unit is ensured via parallel execution and mutual modification between the constructed artificial system and actual system.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116871763","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 Resource Allocation Based on Undesirable Outputs DEA Model 基于不良产出DEA模型的医疗资源配置
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998921
W. Li, Yingxiong Fu, Yi-gong Sun, Weiguo Chen
{"title":"Medical Resource Allocation Based on Undesirable Outputs DEA Model","authors":"W. Li, Yingxiong Fu, Yi-gong Sun, Weiguo Chen","doi":"10.1109/DTPI55838.2022.9998921","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998921","url":null,"abstract":"Since the reform and opening up, with the rapid development of the economy, China's medical undertakings have made great progress. However, various problems such as the insufficient overall investment of medical resources, unreasonable structure, and imbalanced distribution have gradually emerged. Therefore, how to use limited health resources to solve the problems of fairness and efficiency in the allocation process is an important subject in medical and health care research. Because of the above deficiencies, this paper uses the DEA model to analyze and redistribute the medical data of 31 provinces in China.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130876493","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
Multi-Robot Distributed Coordination in IOT Systems: An ACP Framework 物联网系统中的多机器人分布式协调:一个ACP框架
2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI) Pub Date : 2022-10-24 DOI: 10.1109/DTPI55838.2022.9998940
Jiazheng Zhang, Jingkun Yan, Xiujuan Du, Long Jin
{"title":"Multi-Robot Distributed Coordination in IOT Systems: An ACP Framework","authors":"Jiazheng Zhang, Jingkun Yan, Xiujuan Du, Long Jin","doi":"10.1109/DTPI55838.2022.9998940","DOIUrl":"https://doi.org/10.1109/DTPI55838.2022.9998940","url":null,"abstract":"This paper investigates the distributed coordination problem of multiple robots in the Internet of Things (IoT) system based on the ACP framework. Considering that the robots in the IoT system may perform some tasks such as handling, cutting, profiling, etc., which require the posture of the end-effectors to maintain unchanged, targeted rules and constraints are designed to regulate the behavior of robots. Furthermore, a neurodynamic controller is utilized to construct the artificial societies describing the behavior of a multi-robot distributed system. Corresponding computational experiments select strategies that are beneficial to task execution for the multi-robot system. Finally, the multi-robot system is promoted to complete the assigned tasks cooperatively by means of parallel execution.","PeriodicalId":409822,"journal":{"name":"2022 IEEE 2nd International Conference on Digital Twins and Parallel Intelligence (DTPI)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117267440","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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