A Design Space Exploration Framework for ANN-Based Fault Detection in Hardware Systems by Andreas G. Savva, Theocharis Theocharides, Chrysostomos Nicopoulos

“…Simulation results with various synthetic traffic models show that the proposed work can detect up to 96–99% of interrouter link faults with a delay less than 60 cycles. …”
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Dynamic Traffic Congestion Simulation and Dissipation Control Based on Traffic Flow Theory Model and Neural Network Data Calibration Algorithm by Li Wang, Shimin Lin, Jingfeng Yang, Nanfeng Zhang, Ji Yang, Yong Li, Handong Zhou, Feng Yang, Zhifu Li

“…In this paper, the formation and propagation of traffic congestion are simulated by using the improved medium traffic model, and the control strategy of congestion dissipation is studied. …”
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A Quantitative Method to Delineate the Influence Area of Work Zone Considering Route Choice Inertia and Elastic Demand by Guanfeng Wang, Hongfei Jia, Jingjing Tian, Yu Lin, Ruiyi Wu, Zhendong Liu, Heyao Gao

“…The proposed method is beneficial to reduce the complexity of the traffic model by substituting the entire network with a subnetwork.…”
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Will Automated Vehicles Negatively Impact Traffic Flow? by S. C. Calvert, W. J. Schakel, J. W. C. van Lint

“…Improvements to current traffic models are recommended and should include a greater detail and understanding of driver-vehicle interaction, both in conventional and in mixed traffic flow. …”
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An Automated Procedure for Assessing Local Reliability Index and Life-Cycle Cost of Alternative Girder Bridge Design Solutions by Ilaria Venanzi, Riccardo Castellani, Laura Ierimonti, Filippo Ubertini

“…The method is based on the finite element modeling of the bridge and uses design traffic models as suggested by international technical standards. …”
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Flood disaster mitigation on road sections: Optimizing performance by implementing traffic engineering management by Puspa Jayanti Erviela, Sarjana Sri, Karyanto Yudi, Oktosatrio Suhendro, Gogo Mulia Farel

“…This study analyzes the road network in Gedebage District and Ujung Berung City which are affected by floods under normal conditions, flood conditions (do-nothing), and conditions when the traffic engineering scenario is applied (do-something) by developing an origin-destination matrix formed using the Furness method, traffic modelling using PTV Visum and traffic performance analyzed using the 2023 Indonesian Road Capacity Guidelines method. …”
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Railway transport system modelling approach for robustness analysis by Łukasz Wolniewicz

“… The article presents an approach to train traffic modelling that allows for the analysis of how railway networks respond to various disturbances, including increased traffic and disturbance events. …”
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Performance Analysis of Homogeneous On-Chip Large-Scale Parallel Computing Architectures for Data-Parallel Applications by Xiaowen Chen, Zhonghai Lu, Axel Jantsch, Shuming Chen, Yang Guo, Shenggang Chen, Hu Chen

“…The uniform and hotspot traffic models are adopted to reflect the ways of storing data. …”
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Intelligent On/Off Dynamic Link Management for On-Chip Networks by Andreas G. Savva, Theocharis Theocharides, Vassos Soteriou

“…Simulation results with various synthetic traffic models over various network topologies show that the proposed work can reach up to 13% power savings when compared to a trivial threshold computation, at very low (<4%) hardware overheads.…”
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Microscopic Traffic Characterization of Light Rail Transit Systems at Level Crossings by Robel Desta, Daric Tesfaye, János Tóth

“…The movement of the light rail vehicles (LRVs) is highly interrupted at level crossings during peak hour times, especially when the intersections are not regulated by a coordinated signal system. Traffic modelling ensures better understanding and interpretation of complex traffic interactions. …”
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Geographic Information Systems and MATLAB Simulation to Quantify and Analyze Traffic Congestion in Oja Oba Road, Arakale Road, and FUTA North Gate Road of Akure, Ondo State, Nigeri... by E. T. Idowu, O. J. Nnamani, O. O. Aderinlewo

“…In this study, data collected include vehicle speed, travel time, GPS tracking, and odometer markings. The Greenshields traffic model, applied within MATLAB, provided insights into speed-density and flow-density relationships. …”
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Macroscopic Modeling of On-Street and Garage Parking: Impact on Traffic Performance by Manuel Jakob, Monica Menendez

“…This leads to data collection savings and a reduction in computational costs compared to most of the existing parking/traffic models. This easy to implement methodology can be solved with a simple numerical solver. …”
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Calibration of Microscopic Traffic Flow Simulation Models considering Subsets of Links and Parameters by Alexander Paz, Kul Shrestha, Cristian Arteaga, Douglas Baker

“…In the experiments, two traffic models were calibrated: the first set of experiments included selection of links only, while all associated parameters were considered for calibration. …”
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A Novel WLAN Roaming Decision and Selection Scheme for Mobile Data Offloading by Nam Nguyen, Mohammad Arifuzzaman, Takuro Sato

“…It is a complete end-to-end system model from application to physical layer with considering user’s mobility and realistic traffic model. The proposed scheme outperformed the conventional WiFi selection scheme in terms of dynamically steering mobile node’s data traffic from macrocell to available Access Points. …”
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Comparative Analysis of Travel Patterns from Cellular Network Data and an Urban Travel Demand Model by Nils Breyer, Clas Rydergren, David Gundlegård

“…Data on travel patterns and travel demand are an important input to today’s traffic models used for traffic planning. Traditionally, travel demand is modelled using census data, travel surveys, and traffic counts. …”
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Impact of Side Friction Parameters to Road Performance, A Study of Road Side Activities to Jend. A Yani Road, Purbalingga by Hardini Probo, Indriyati Eva Wahyu, Termida Nursitihazlin Ahmad, Janudardono Wibowo

“…By addressing side friction and using the right traffic models, the research aids in developing data-informed approaches to enhancing the Level of Service (LOS) on roads with high friction, especially in developing nations facing similar traffic challenges. …”
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Research on power plant security issues monitoring and fault detection using attention based LSTM model by Shengda Wang, Zeng Dou, Danni Liu, Han Xu, Ji Du

“…Objectives A prototype security situational awareness system applicable to the power data communication network service and traffic model should be developed. This will help to successfully enhance the security and service quality of the power data communication network, effectively cope with network security threats in the new environment, and ensure the security of the power plant network access. …”
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