Essays about: "long vehicle combination"

Showing result 1 - 5 of 30 essays containing the words long vehicle combination.

1. 1. CNN-LSTM architecture for predicting hazardous driving situations

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Noomi Lindblad; Stefani Platakidou; [2023-10-05]
   Keywords : Data science; Machine learning; LSTM; CNN; Vehicle data; Hazardous driving situation; Deep learning;

   Abstract : This study aims to investigate how a CNN-LSTM model can be used together with recorded vehicle data from trucks and external weather data in order to predict a hazardous driving situation. The dataset consists of three-second-long driving snippets from customer and development trucks registered within Europe. READ MORE

3. 2. ENCOUNTERING AN EMERGENCY VEHICLE

   University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

   Author : Zeinab Nazari; [2023-07-03]
   Keywords : Simulator; ; driving simulation; ; EVA warning; ; driving;

   Abstract : Purpose: This thesis aims to investigate the effectiveness of the Emergency Vehicle Approaching (EVA) warning and training on drivers' behavior when encountering an emergency vehicle in a driving simulator. Theory: Cognitive load theory was adopted as a theoretical framework for this study. READ MORE

4. 3. Energy in the Transportation System - A comparison of charging infrastructure scenarios

   University essay from Lunds universitet/Industriell elektroteknik och automation

   Author : Judith Lai Jakobsson; [2023]
   Keywords : Charging infrastructure; road transport electrification; battery capacity need; electric vehicles; Technology and Engineering;

   Abstract : A functioning charging infrastructure is crucial for achieving full-scale national electrification within the transport sector. The system is likely to consist of different charging technologies, all with the main objective of providing efficient energy replenishment services. READ MORE

5. 4. Data-Driven Traffic Forecasting for Completed Vehicle Simulation: : A Case Study with Volvo Test Trucks

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Samaneh Shahrokhi; [2023]
   Keywords : supervised machine learning; traffic forecasting; vehicle presence prediction; binary classification; ensemble learning; feature engineering; hyperparameter tuning; data-driven analysis;

   Abstract : This thesis offers a thorough investigation into the application of machine learning algorithms for predicting the presence of vehicles in a traffic setting. The research primarily focuses on enhancing vehicle simulation by employing data-driven traffic prediction methods. The study approaches the problem as a binary classification task. READ MORE

6. 5. Effects of automation in railway on the capacity : At the example of the S-Bahn Stuttgart

   University essay from KTH/Transportplanering

   Author : Tim Niku Pourian; [2023]
   Keywords : ;

   Abstract : Passenger numbers in rail transportation and the need for transportation of goods hasbeen rising over the last years. After a breakdown during the years of the pandemicthe need for transportation on rail has almost recovered and numbers are rising again. READ MORE