Essays about: "Predictive Maintenance"

Showing result 1 - 5 of 77 essays containing the words Predictive Maintenance.

  1. 1. Requirements & Enabled Improvements Related to the Implementation of Advanced Preventive Maintenance Methods

    University essay from Lunds universitet/Produktionsekonomi

    Author : Edvard Carlsson; Simon Palmhager; [2021]
    Keywords : Predictive Maintenance; Internet of Things; Service Delivery; Preventive Maintenance; Cycle-based Maintenance; Condition-based Maintenance; Predictive Modelling; IoT-Centric Business Model; Technology and Engineering;

    Abstract : Currently well established technology-based manufacturing companies with a service business provides their markets with innovative and reliable products. Despite this, these companies often find their service delivery process to be inefficient, due to its time-based nature. READ MORE

  2. 2. Using Machine Learning for Predictive Maintenance in Modern Ground-Based Radar Systems

    University essay from KTH/Matematisk statistik

    Author : Dina Faraj; [2021]
    Keywords : Predictive Maintenance; Machine learning; Isolation forest; K-means clustering; Logistic regression; Radar systems.; Prediktivt underhåll; Maskininlärning; Isolation forest; K-means klustring; Logistisk regression; Radarsystem.;

    Abstract : Military systems are often part of critical operations where unplanned downtime should be avoided at all costs. Using modern machine learning algorithms it could be possible to predict when, where, and at what time a fault is likely to occur which enables time for ordering replacement parts and scheduling maintenance. READ MORE

  3. 3. Observability of Cloud Native Systems: : An industrial case study of system comprehension with Prometheus & knowledge transfer

    University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

    Author : Anton Widerberg; Erik Johansson; [2021]
    Keywords : Kubernetes; Microservice Architecture; System Comprehension; Observability; Knowledge Management; Knowledge Transfer.; Kubernetes; Microservice Arkitektur; Systemförståelse; Observerbarhet; Kunskapshantering; Kunskapsdelnin;

    Abstract : Background:                                                                                                            Acquiring comprehension and observability of software systems is a vital and necessary activity for testing and maintenance; however, these tasks are time-consuming for engineers. Concurrently cloud computing requires microservices to enhance the utilization of cloudnative deployment, which simultaneously introduces a high degree of complexity. READ MORE

  4. 4. Predictive Maintenance in Smart Agriculture Using Machine Learning : A Novel Algorithm for Drift Fault Detection in Hydroponic Sensors

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Ayad Shaif; [2021]
    Keywords : Predictive Maintenance; Internet of Things; Machine Learning; RNN; Forecasting; Classification; LSTM; CNN-LSTM; GRU; Sensor Drift Fault;

    Abstract : The success of Internet of Things solutions allowed the establishment of new applications such as smart hydroponic agriculture. One typical problem in such an application is the rapid degradation of the deployed sensors. READ MORE

  5. 5. Comparing SKF and Erbessd sensor integration for predictivemaintenance

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : William Sjöström; [2021]
    Keywords : Predictive Maintenance;

    Abstract : The purpose of this thesis was to compare two integration’s of sensors, into a system called Enlight, but could in theoryhave been integrated to most systems. As a pre-study, the specifications and availability of five sensors were researched.From the pre-study, Smart Edge 4.0 and Phantom EPH-V11/10 from Erbessd, were chosen and then integrated. READ MORE