Essays about: "automotive vehicle"

Showing result 1 - 5 of 353 essays containing the words automotive vehicle.

1. 1. Exploring Automated Early Problem Identification Based on Diagnostic Trouble Codes

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Mathias Forsman; Yihan Yang; [2024-03-05]
   Keywords : Automotive Industry; Early Problem Identification; Diagnostic Trouble Code; Case Study; Laboratory Experiment ; Machine Learning; Linear Regression; K-means Clustering;

   Abstract : In the current automotive industry, problem identification is a reactive process. It starts when the customer experiences a vehicle problem and goes to the workshop. Subsequently, all the problem-related data will be collected from the workshop and forwarded to the vehicle manufacturer. READ MORE

3. 2. Audio Anomaly Detection in Cars

   University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

   Author : Asma Hussein; [2023-09-11]
   Keywords : Audio Anomaly detection; Outlier detection; Machine learning; Mel Frequency; Chroma;

   Abstract : Audio anomaly detection in the context of car driving is a crucial task for ensuring vehicle safety and identifying potential faults. This paper aims to investigate and compare different methods for unsupervised audio anomaly detection using a data set consisting of recorded audio data from fault injections and normal "no fault" driving. READ MORE

4. 3. Comparing the Locality Preservation of Z-order Curves and Hilbert Curves

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

   Author : Alex Nordin; Adam Telles; [2023-08-03]
   Keywords : space-filling curve; software engineering; software testing;

   Abstract : Developing and testing software in the automotive industry and in the research of autonomous vehicles requires the costly querying of multidimensional data recorded from such a vehicle’s various sensors. Through encoding such data using space filling curves, faster queries could be achieved by reducing multiple dimensions into a singular dimension, while exploiting the patterns that emerge in the one-dimensional representation to still get accurate search results. READ MORE

5. 4. Systematically Analyzing Synthetic Automotive Data to support Space Filling Curves-based Maneuver Detection

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

   Author : Alexandre Rancati-Palmer; Christopher Axt; [2023-08-03]
   Keywords : Morton; Carla; autonomous driving; edge case;

   Abstract : Context: In autonomous driving system development, the identification of maneuvers within large datasets is progressively becoming more complex, primarily due to the inherent complexity arising from the multidimensional nature of the data describing these maneuvers. In this context, algorithms based on Space-Filling Curves can be an effective way to index datasets by creating a single-dimensional representation of the maneuvers. READ MORE

6. 5. The new era of Electric Vehicles: Rolling out the Energy Storage Solution of Tomorrow - A single case study investigating fleet customers' opportunities and challenges with adopting Vehicle-to-Grid technology, to identify complexities and important considerations when accelerating the implementation.

   University essay from Göteborgs universitet/Graduate School

   Author : Fanny Söderström; Maria Nordin; [2023-07-20]
   Keywords : Innovation; Sustainability; Technology Adoption; Electrical Distribution; Power Grid; Electric Vehicles; Energy Storage Solutions; Renewable Energy; V2X; Vehicle-to-Grid; V2G;

   Abstract : The following thesis investigates the complexities of implementing the Vehicle-to-Grid (V2G) technology. It explores the perceived benefits and challenges that fleet customers within an automotive company have towards the technology. READ MORE