Sökning: "data-driven decision-making"

Visar resultat 11 - 15 av 52 avhandlingar innehållade orden data-driven decision-making.

1. 11. Data-driven predictive maintenance planning and scheduling

   Författare :Mahdieh Sedghi; Bjarne Bergquist; Erik Vanhatalo; Ramin Karim; Luleå tekniska universitet; []
   Nyckelord :SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Kvalitetsteknik och logistik; Quality Technology and Logistics;

   Sammanfattning : The railway track network is one of the major modes of transportation and among a country’s most valuable infrastructure assets. Maintenance and renewal of railway infrastructure have a vital role in safety performance, the quality of the ride, train punctuality, and the life cycle cost of assets. LÄS MER

3. 12. Intelligent System Designs : Data-driven Sensor Calibration & Smart Meter Privacy

   Författare :Yang You; Tobias J. Oechtering; Olga Fink; KTH; []
   Nyckelord :Electrical Engineering; Elektro- och systemteknik;

   Sammanfattning : Nowadays, the intelligent system has gained high popularity in successful implementation of real-time tasks due to its capability of providing efficient and powerful decision making in real applications. In this thesis, we aim for exploring and exploiting different concepts or methods to handle different tasks towards the intelligent system design. LÄS MER

4. 13. Data-Driven Robot Perception in the Wild

   Författare :Karl Holmquist; Michael Felsberg; Klas Nordberg; Zahra Gharaee; Lena Klasén; Norbert Krüger; Linköpings universitet; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES;

   Sammanfattning : As technology continues to advance, the interest in the relief of humans from tedious or dangerous tasks through automation increases. Some of the tasks that have received increasing attention are autonomous driving, disaster relief, and forestry inspection. LÄS MER

5. 14. Health Monitoring for Aircraft Systems using Decision Trees and Genetic Evolution

   Författare :Mike Gerdes; Diego Galar; Uday Kumar; Dieter Scholz; Piotr Bilski; Luleå tekniska universitet; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Condition Monitoring; Remaining Useful Life Prediction; Decision Tree; Genetic Algorithm; Fuzzy Decision Tree Evaluation; System Monitoring; Aircraft Health Monitoring; Feature Extraction; Feature Selection; Data Driven; Health Prognostic; Knowledge Based System; Supervised Learning; Data-Driven Predictive Health Monitoring; Health Indicators; Machine Learning; Big Data; Pattern Recognition; Drift och underhållsteknik; Operation and Maintenance;

   Sammanfattning : Reducing unscheduled maintenance is important for aircraft operators. There are significant costs if flights must be delayed or cancelled, for example, if spares are not available and have to be shipped across the world. LÄS MER

7. 15. Data-Driven Decision Support Systems for Product Development - A Data Exploration Study Using Machine Learning

   Författare :Omsri Aeddula; Tobias Larsson; Johan Wall; Peter Anderberg; Johan Sanmartin Berglund; Mehdi Tarkian; Blekinge Tekniska Högskola; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Product Development; Data-driven DSS; Machine Learning; Conceptual Stage; Data Analytics; Maskinteknik; Mechanical Engineering; Maskinteknik; Mechanical Engineering;

   Sammanfattning : Modern product development is a complex chain of events and decisions. The ongoing digital transformation of society, increasing demands in innovative solutions puts pressure on organizations to maintain, or increase competitiveness. LÄS MER