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A DDDAS-Based Impact Area Simulation Study of Highway Abnormalities
* 1 , 1 , 2
1  College of Automation, Southeast University, Nanjing, China
2  Department of Computer Science, Govt Associate College for Women Ahmadpur East, Bahawalpur, Pakistan.
Academic Editor: Humbert G. Díaz

Abstract:

Roadway irregularities including vehicle failures, traffic accidents, and more may cause traffic bottlenecks. Targeted traffic management and control depend on precise evaluation of uncommon occurrences' influence range and increasing tendency. It enhances roadway service and operation. Expressway abnormal incidence estimation uses traffic flow theory. Traffic parameter detection accuracy cannot satisfy model input, making engineering application difficult. Emulation analysis was utilized to assess highway traffic flow space-time correlation and vehicle detector features, and VISSIM simulation system was used to calibrate traffic flow parameters and rectify driving behavior parameters. The authors developed a Dynamic-Data-Driven Application Systems (DDDAS)-based highway exceptional event impact area emulation analysis approach after a particle filtering investigation. Features: Traffic and driving simulation model calibration. Freeway traffic flow, analysis, and vehicle inspection data calibrated traffic flow simulation model parameters. The simulation model driving behavior parameter calibration default value is incorrect, hence weak single factor sensitivity analysis was employed to determine the core adjustment parameters. Study genetic algorithm simulation model driving behavior parameter modification. Finally, car inspection data confirmed the model. The model accurately simulates road traffic. ② Particle filter-based traffic simulation model data assimilation analysis. Traffic wave and threshold theory preprocess highway vehicle inspection data. The DDDAS-based traffic simulation analysis system uses particle filter data assimilation. Show the method using numbers. The particle filter-based traffic simulation model can continuously absorb real-time data to correctly predict event blocking road places and queue lengths. The paper concludes by detailing the traffic simulation model. Combining Beibei tunnel section vehicle detector data of G75 highway, we choose typical and actual traffic exceptional events to build similar simulation scene, verifying the DDDAS-based highway exceptional event impact area emulation analysis method.

Keywords: Highway, DDDAS, Traffic simulation, Data assimilation, Particle filtering
Comments on this paper
estefania Ascencio
Dear authors thank you for your support to the conference.

Now we closed the publication phase and launched the post-publication phase of the conference. REVIEWWWERS'08 Brainstorming Workshop is Now Open from 2023-Jan-01 to 2023-Jan-31. MOL2NET Committee, Authors, and Validated Social Media Followers Worldwide are ... Invited to Post Moderated Questions/Answers, Comments, about papers. Please kindly post your public Answers (A) to the following questions in order to promote interchange of scientific ideas. These are my Questions (Q) to you:

Q1. According to the advantages that this DDDAS-based traffic simulation system could have, what is the potential of your method to develop a business creation idea based on it?

Now the publication phase of the conference is near but you can respond here directly as a post-publication comment. However, in case you would like to elaborate your answers in a more structured way in the form of a short paper we can upload it free of charge on your behalf to CATCHTOHIT-03: Congress Acad. Transl. Res. for Companies Helping to Height. Innov. & Tech., Bilbao-Cambridge, MA, USA, 2022. https://mol2net-08.sciforum.net/catchtohit-03

Thank you for your kind support. Please make questions to other papers in different Mol2Net congresses
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Muhammad Zubair
Reply: Study the behavior of a system without building it. Results are accurate in general, compared to analytical model. Help to find un-expected phenomenon, behavior of the system.

estefania Ascencio
I greatly appreciate your answer



 
 
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