"machine learning" - Selaus asiasanan mukaan Yrkeshögskolan Novia
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Artificial Intelligence as Assistance in Warranty Claim Handling
(2023)This thesis has been completed on behalf of Wärtsilä Marine Power, Customer Assistance Warranty Services. The main purpose of the thesis was to find a solution to the question: is a subpart needed together with this main ... -
Automatic Route Planning and Calculation based on S-100 for Autonomous Vessels Navigation
(2022)Automatic Route Planning and Distance Calculation can be further developed by using the same factors as used in Route Planning by a Navigator while using the new Hydrographic S-100 Standards. These can be used to make this ... -
Deep Reinforcement Learning Implementation for Vessel Stability Calculations
(2024)This paper focused on combining ships stability calculations with deep reinforcement learning methods. For the sake of this thesis the author developed a proof of concept software that not only enables users to solve tasks ... -
Developing Training Data for Sandpaper Defect Detection with a Labeling Platform
(2023)This paper investigates a number of factors that influence the maximal utilization of training data in a detection effort of sandpaper defects: 1) the selection of defects and compilation of labeling instructions, 2) the ...Rajattu käyttöoikeus / Restricted access / Tillgången är begränsad -
Engine 3D and Drawing RPA 3.0
(2022)The thesis is made for System Engineering, which is a group of Wärtsilä Marine Solutions. The intention of this thesis was to re-design the existing Engine 3D and drawing RPA to also store data in a database. The RPA is ... -
Exploring Anomaly Detection in Building Automation Through Machine Learning Techniques
(2024)The purpose of this thesis was to analyze and improve anomaly detection for ventilation processes in building automation. The final goal of the thesis was to develop an anomaly detection method that was more accurate than ... -
Performance Comparison of One-Class Classifiers in Faulty Sanding Machine Detection Using Sound
(2023)Nowadays, product quality is a paramount concern in the modern machine manufacturing industry. Millions of dollars are being spent by modern machine manufacturing industries to maintain product quality. This expenditure ... -
Predictability and the modern maritime environment
(2023)With the continuously increasing competition in the shipping industry, it is of utmost importance that each part of the vessel performs safely and efficiently. This thesis targets the main engines as delivered by MAN Energy ... -
Recognition and classification of mechanical tools through machine learning
(2023)This thesis presents a study on recognizing mechanical tools by classification through machine learning. The research is to develop a model that can accurately classify several mechanical tools based on their physical ... -
Remote Digital Services
(2022)The Bachelor’s thesis was commissioned by the Agreements Proposal Management department within Wärtsilä, Energy Business. This thesis is about Wärtsilä’s remote digital services called Operational Support and Expert Insight. ... -
Reproducible Machine Learning Models and Experiments : A platform for hosting and managing machine learning projects
(2023)This thesis concerns finding suitable open-source tools and a platform for managing and hosting machine learning projects. The platform should keep track of the different versions used of the code, datasets, and hyperparameters ... -
Spatial Recognition with Robotics using Autonomous database for spatial studio based on A.I and Machine Learning
(2021)This is a project-based research document based on using modern tools of technology to bring better safety, navigation, and overall ship orientation by recognition of space around to help the future autonomous shipping ... -
Water Level Measurement From Images Using Object Detection
(2023)The technology is advancing rapidly and today object detection is becoming increasingly common. Using a camera and object detection in water level measurements is useful and affordable, as cameras are often readily available ...