Essays about: "decision making tools."

Showing result 16 - 20 of 346 essays containing the words decision making tools..

1. 16. A Simulation-Based Decision Support Tool for Circularity : Remanufacturing of an Electric Machine Case Study

   University essay from KTH/Produktionsutveckling

   Author : Mayari Pérez Tay; [2023]
   Keywords : Simulation; remanufacturing; circular business; electric machine;

   Abstract : Over the last years, environmental concerns have grown regarding the pressure manufacturing activities exerts on natural resources. Many materials have been classified by the EU as scarce, rare earth elements found in magnets are amongst critical materials with high supply risk. READ MORE

3. 17. Visualisation for Informed Decision-Making in Industry 4.0 : Affordances and limitations of incorporating contextual knowledge management and visualisation into a downtime management tool

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

   Author : Kimberly Truc Quynh Nguyen; [2023]
   Keywords : Contextual Knowledge Management; Knowledge Visualisation; Human-Computer Interaction; Kontextuell kunskapshantering; Kunskapsvisualisering; Människa-Data Interaktion;

   Abstract : The main objective of Industry 4.0 (I4.0) is to advance and ensure better manufacturing efficiency, productivity, and flexibility through the smart use of emergent technologies to enable the development of digital tools to visualise crucial information regarding factory events, products, and processes. READ MORE

4. 18. Extraction of Global Features for enhancing Machine Learning Performance

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

   Author : Abyel Tesfay; [2023]
   Keywords : Machine Learning; Deep Learning; Feature Extraction; Global Features; Time-series data; Bioprocessing; Maskininlärning; Djupinlärning; Funktionsextraktion; Globala Funktioner; Tidsserie data; Biobearbetning;

   Abstract : Data Science plays an essential role in many organizations and industries to become data-driven in their decision-making and workflow, as models can provide relevant input in areas such as social media, the stock market, and manufacturing industries. To train models of quality, data preparation methods such as feature extraction are used to extract relevant features. READ MORE

5. 19. Proactive Decarbonization in Projects - At What Price? : A Qualitative Study of Life-cycle Cost Analysis and Shadow Pricing of Carbon as Decision-making Tools

   University essay from KTH/Ledning och organisering i byggande och förvaltning

   Author : Anna Edorson; [2023]
   Keywords : Life-cycle Cost Analysis ; Shadow Pricing of Carbon ; Sustainability ; Climate Targets ; Decision-making ; Project Management ; Livscykelkostnadsanalys ; Skuggpris på koldioxid ; Hållbarhet ; Klimatmål ; Beslutsfattande ; Projektledning ;

   Abstract : As we move towards a low-carbon economy, environmental sustainability drives corporate performance and strategy to a greater extent than a decade ago. Hence, there is a growing importance among actors with long-term ownership interests to recognize climate-related issues in investment decisions. READ MORE

6. 20. Using Social Media and Personality Predictions to Anticipate Startup Success

   University essay from Lunds universitet/Matematisk statistik

   Author : Daniel Stenson; [2023]
   Keywords : Machine Learning; Startup Success Predictions; Founder Personalities; Natural Language Processing; Social Media Analysis; Big 5 Personality Framework; Feed-forward Neural Network; XGBoost.; Mathematics and Statistics;

   Abstract : This thesis explores the potential of integrating predicted founder personalities, based on the Big 5 Personality Framework, into Machine Learning (ML) models to enhance the accuracy of early-stage startup success predictions. Leveraging Natural Language Processing (NLP) techniques, we extracted personality insights from founders' tweets, focusing on US startups funded between 2013 and 2015. READ MORE