Essays about: "Maintenance Schedule"

Showing result 1 - 5 of 23 essays containing the words Maintenance Schedule.

  1. 1. Anomaly detection for prediction of failures in manufacturing environments : Machine learning based semi-supervised anomaly detection for multivariate time series to predict failures in a CNC-machine

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

    Author : Felix Boltshauser; [2023]
    Keywords : Machine learning; Anomaly Detection; DeepAnT; ROCKET; OCSVM; manufacturing; predictive maintenance; Maskin inlärning; Anomali Detektion; DeepAnT; ROCKET; OCSVM; tillverkning; prediktivt underhåll;

    Abstract : For manufacturing enterprises, the potential of collecting large amounts of data from production processes has enabled the usage of machine learning for prediction-based monitoring and maintenance of machines. Yet common maintenance strategies still include reactive handling of machine failures or schedule-based maintenance conducted by experienced personnel. READ MORE

  3. 2. Condition Based Reliability Evaluation and Maintenance Strategy for Battery Energy Storage System

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

    Author : Novalie Hou; [2022]
    Keywords : Battery Energy Storage System; Reliability Evaluation; Maintenance Strategy; Batterienergilagringssystem; Tillförlitlighets Evaluering; Underhållsstrategi;

    Abstract : The electrical grid balances production capacity and demand in real-time. With an increased demand for renewable energy sources, challenges such as stability of the grid, the balance between generation and demand, and power quality occur. READ MORE

  4. 3. Automated Scheduling of Mining Operation Tasks

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : David Olsson Granlund; [2021]
    Keywords : automated scheduling; mine scheduling; scheduling; constraint programming;

    Abstract : The task of scheduling mining operations is a strikingly tough task yet it is still largely done manually by hand or with the help of simple gantt planning tools. This thesis aim is to explore the feasibility of an automatic scheduling solution that can incorporate the constraints specific to mining operations. READ MORE

  5. 4. Development and Analysis of Automated Data Collection Solutions for Tool Maintenance in CNC Machines : A Case Study in a Swedish SME

    University essay from Jönköping University/JTH, Produktionsutveckling

    Author : Cezar Stefan; Ioana Cocis; [2021]
    Keywords : ;

    Abstract : Since small-to-medium enterprises (SMEs) represent a backbone for sustainable economicgrowth, the need for increasing the degree of automation in production plants is pushing today’sengineers to find customized and cost-efficient solutions. In the Industry 4. READ MORE

  6. 5. Investigation of sources of wheel-rail impact force deviation through dynamic simulations

    University essay from KTH/Fordonsdynamik

    Author : Sumanth Ram Aravindababu; [2021]
    Keywords : Multi-body simulations; wheel damages; rail damage; damage thresholds; wheel-rail impact forces; classification; Flerkroppssimulering; hjulskador; rälskador; skadetrösklar; hjulslagkraft; rälslagkraft; klassificering;

    Abstract : Due to the increase in demand on freight transportation it becomes necessary to avoid delays to ensure that the goods reach its destination on time. The main factors causing disturbances in the traffic on the mainline is the breakdown of vehicles mainly due to damaged wheels. READ MORE