Essays about: "data-driven quality control."

Showing result 1 - 5 of 18 essays containing the words data-driven quality control..

1. 1. Ray-tracing Based Investigations on the Deployment of RISs in Indoor Scenarios

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Swaroop Divya Sai Prem Nambala; Dexin Kong; [2023]
   Keywords : Reconfigurable intelligent surface; RIS; optimization; Ray-tracing; Mixed integer linear programming MILP ; Complex impulse response; Wireless Insite.; Technology and Engineering;

   Abstract : Reconfigurable intelligence surface (RIS) is a promising candidate technology for future 6G wireless communication systems. In existing communication systems, the network operators are unable to control the propagation environment, which causes significant limitations on communication performance. READ MORE

3. 2. Prognostics for Condition Based Maintenance of Electrical Control Units Using On-Board Sensors and Machine Learning

   University essay from Linköpings universitet/Fordonssystem

   Author : Gabriel Fredriksson; [2022]
   Keywords : machine learning; random forest; random survival forest; condition based maintenance; cbm; reliability; solder joint failure; thermomechanical cycling; ECU; lifetime prediction; data-driven; statistics; BGA; PCBA; field quality; maintenance; truck; bus; vehicle;

   Abstract : In this thesis it has been studied how operational and workshop data can be used to improve the handling of field quality (FQ) issues for electronic units. This was done by analysing how failure rates can be predicted, how failure mechanisms can be detected and how data-based lifetime models could be developed. READ MORE

4. 3. Analytics adoption in manufacturing – benefits, challenges and enablers

   University essay from Mälardalens universitet/Innovation och produktrealisering

   Author : Junia Cupertino Ribeiro; [2022]
   Keywords : Analytics; Production; Performance monitoring; Industry 4.0;

   Abstract : Digitalisation is changing the manufacturing landscape with promises to enhance industrial competitiveness with new technologies and business approaches. Various data-driven applications, enabled by digital technologies, can support process monitoring, production quality control, smart planning, and optimisation by making relevant data available and accessible to different roles in production. READ MORE

5. 4. Simulation and Data Analytical Approaches for Complex ETO Manufacturing System.

   University essay from Uppsala universitet/Institutionen för samhällsbyggnad och industriell teknik

   Author : Hari Krishnan Bollampalli; Shashank Kodanch; [2022]
   Keywords : Machine Learning; Discrete Event simulation; Utilization;

   Abstract : There is a significant rise in digital transformation, where all data types are easily available. Businesses seek to measure their processes to have better control over their operations as a result of the growth of digital information and technologies. READ MORE

6. 5. Machine Learning-Based Data-Driven Traffic Flow Estimation from Mobile Data

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Pei-Lun Hsu; [2021]
   Keywords : Intelligent transport systems; Traffic flow estimation; Machine learning; Artificial neural network; Mobile data; Intelligenta transportsystem; Estimering av trafikflöde; Maskininlärning; Artificiellt neuronnät; Mobila data;

   Abstract : Comprehensive information on traffic flow is essential for vehicular emission monitoring and traffic control. However, such information is not observable everywhere and anytime on the road because of high installation costs and malfunctions of stationary sensors. READ MORE