Essays about: "Learning from Failure."

Showing result 26 - 30 of 129 essays containing the words Learning from Failure..

  1. 26. Predicting Top-Oil-Temperature in Power Transformers with Light Gradient Boosting Machine

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

    Author : Victor Löfgren; [2022]
    Keywords : ;

    Abstract : Online monitoring of mineral-oil-immersed transformer variables provide capabilities such as failure avoidance, optimization of load capacity and maintenance as well as extending the remaining life expectancy. A central role is played by the Top-Oil-Temperature which in its own is an indicator of harmful events or transformer states. READ MORE

  3. 27. From Log-Data to Regressive Machine Learning Models for Predictive Maintenance : A case study

    University essay from Uppsala universitet/Industriell teknik

    Author : Lucas Christiaan van Dam; [2022]
    Keywords : Predictive maintenance; Log-data; Remaining useful lifetime; Regression models; Machine learning; Component degradation;

    Abstract : There are three ways to deal with component failure: reactive maintenance, preventive maintenance, and predictive maintenance. Reactive maintenance is to repair only once something breaks. Preventive maintenance is to repair before it breaks, independent of actual wear. READ MORE

  4. 28. Early Anomaly Detection in Electrical Bushings Manufacturing at Hitachi Energy

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Felipe Quintero Suárez; [2022]
    Keywords : Machine Learning; anomaly detection; manufacturing process.; Maskininlärning; avvikelsedetektering; tillverkningsprocess.;

    Abstract : The manufacturing of electrical bushings for high voltages is complicated and highly demanding technology-wise. This process has more than 10 steps where a single mistake in the chain could cause a complete failure of the final product. A faulty bushing represents high costs to the company both economically and in terms of public image. READ MORE

  5. 29. Multivariate Time Series Forecasting in MAX IV Electron Accelerator using Predictive Maintenance

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Henrik Heinze; Olof Persson; [2022]
    Keywords : ;

    Abstract : There are different approaches to take when it comes to maintenance of certaine quipment in environments such as production factories, manufacturing facilities and research laboratories. No type of equipment that falls in any of these categories are perfect and lack the requirement of preservation in some form. READ MORE

  6. 30. Navigating Organizational Learning from Failure to Foster Innovation as a Process

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Edwin Krishnariadi Djakaria; Halyna Shlapai; [2022]
    Keywords : organizational learning from failure; innovation; analyzing; experimentation; psychological safety; edtech company; Business and Economics;

    Abstract : The study contributes to developing research on organizational learning from failure and innovation by bringing in the manager's perspectives via a qualitative interpretative case study. By exploring the impact of managerial practice impacts organizational learning from failure and innovation as a process, we aim to support managers in navigating the complexities of learning from failure and innovation. READ MORE