Mei Xue Li
ABSTRACT
In order to promote the construction of smart cities, strengthen the supervision of new energy vehicles and improve the emergency rescue capability of public transport emergencies, this paper builds a whole process visual smart platform (New Energy Vehicle Safety Whole-Process Smart Platform) based on big data for fault prediction, fault monitoring, fault alarm and emergency rescue of new energy vehicles in view of the current problems in the supervision of the new energy vehicle industry. The paper introduces the overall design framework of the platform, the detailed functional design of the system, the supporting technologies of the platform and the interface presentation, and summarizes and prospects the development and application of the new energy vehicle supervision platform in the future smart city construction.
- Cui Xiuhong, Kong, Chunhua, Ma Lige. Intelligent Development of New Energy Vehicles under Information Technology[P]. 2022 8th International Conference on Machinery, Materials and Computing Technology,2022.Google Scholar
- Gao D, Lin X, Yang Q. Design and Application of a Fault Diagnosis and Monitoring System for Electric Vehicle Charging Equipment Based on Improved Deep Belief Network[J]. International Journal of Control, Automation and Systems, 2022, 20(5): 1544-1560.Google ScholarCross Ref
- Zhang Y, Li T, Yan X, Electric vehicle charging fault monitoring and warning method based on battery model[J]. World Electric Vehicle Journal, 2021, 12(1): 14.Google ScholarCross Ref
- De-xin Gao,Yi-wei Lv,Ya-guang Sun, Yi Wang, Qing Yang. Remote Mobile Monitoring and Fault Diagnosis System for Electric Vehicle Circular Charging Device Based on Cloud Platform[C]//. Proceedings of the 32nd China Conference on Control and Decision Making(1),2020:1064-1069.DOI: 10.26914/c.cnkihy.2020.033545.Google ScholarCross Ref
- Nithin B C, Suresh P, Sharmila S S. On-Board Vehicle Fault Monitoring System[J]. Perspectives in Communication, Embedded-systems and Signal-processing-PiCES, 2020, 4(5): 82-84.Google Scholar
- Shafi U, Safi A, Shahid A R, Vehicle remote health monitoring and prognostic maintenance system[J]. Journal of advanced transportation, 2018, 2018.Google Scholar
- Nieto González J P. Vehicle fault detection and diagnosis combining an AANN and multiclass SVM[J]. International Journal on Interactive Design and Manufacturing (IJIDeM), 2018, 12(1): 273-279.Google ScholarCross Ref
- Li J H, Zhao S, Wang Y R. Using cloud computing and the internet of things to construct vehicle condition fault diagnosis platform[C]//Applied Mechanics and Materials. Trans Tech Publications Ltd, 2014, 574: 752-755.Google Scholar
- Liu H, Wu J, Chu L. Design of remote monitoring and fault diagnosis system for electric vehicle[C]//Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology. IEEE, 2011, 2: 1079-1082.Google Scholar
- Zhao Y, Liu P, Wang Z, Fault and defect diagnosis of battery for electric vehicles based on big data analysis methods[J]. Applied Energy, 2017, 207: 354-362.Google ScholarCross Ref
- Wang Z, Hong J, Liu P, Voltage fault diagnosis and prognosis of battery systems based on entropy and Z-score for electric vehicles[J]. Applied energy, 2017, 196: 289-302.Du Lei. Research on power battery fault diagnosis based on deep learning[D]. Harbin Institute of Technology,2018.Google Scholar
- Gao Lijie and Yang Dapeng. "Design of Remote Monitoring System for New Energy Vehicles Based on Data Acquisition and Transmission". Journal of Physics: Conference Series 2074.1(2021)Google Scholar
- Yanjie Zhao, and Jiang Ye. "Research on Communication Design of Electronic Control System of New Energy Vehicle Based on Cloud Platform".2021 8th International Conference on Machinery, Mechanics, Materials, and Computer Engineering. Ed.. Francis Academic Press, 2021, .Google Scholar
- Huang Hongchun and Gao Haifeng. "Game Analysis of Behavior Choice on Construction of the Social Emergency Rescue System Between Government and Enterprises". IEEE ACCESS 8(2020): 149595-149601.Google ScholarCross Ref
Index Terms
- Innovative design of a whole-process smart platform for new energy vehicle safety
Recommendations
The Security Technology and Tendency of New Energy Vehicle in the Future
ICMTMA '13: Proceedings of the 2013 Fifth International Conference on Measuring Technology and Mechatronics AutomationEnhancing the vehicle's security is one of the themes to the future new energy vehicle, this article introduces future vehicle's active and passive safety technology, and analysises the developments of the vehicle's new technology, also, explains the ...
Parking Data Collection, Storage and Mining in Smart City
ICBDR '18: Proceedings of the 2nd International Conference on Big Data ResearchWith the continuous and fast development of urbanization, traffic congestion has become a major problem in cities. However, new technologies provide us opportunity to tackle the problem in an efficient way. As people know, intelligent traffic is an ...
DeepFEC: Energy Consumption Prediction under Real-World Driving Conditions for Smart Cities
WWW '21: Proceedings of the Web Conference 2021The status of air pollution is serious all over the world. Analysing and predicting vehicle energy consumption becomes a major concern. Vehicle energy consumption depends not only on speed but also on a number of external factors such as road topology, ...
Comments