Essays about: "predictive tools"

Showing result 21 - 25 of 71 essays containing the words predictive tools.

  1. 21. Machine learning in predictive maintenance of industrial robots

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

    Author : Simone Morettini; [2021]
    Keywords : Predictive maintenance; Industrial robots; Gaussian process regression; Exponentron; Hybrid algorithms; Time series prediction.; Prediktivt underhåll; Industriella robotar; Gaussian process regression; Exponentron; Hybridalgoritmer; Prediktivt av tidsserier.;

    Abstract : Industrial robots are a key component for several industrial applications. Like all mechanical tools, they do not last forever. The solution to extend the life of the machine is to perform maintenance on the degraded components. READ MORE

  3. 22. 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. 23. Model predictive control in heating and cooling networks : A case study of an urban district in Stockholm

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

    Author : ANDERS SAMUELSSON; DANIEL STEUER; [2021]
    Keywords : ;

    Abstract : This work presents a model predictive control system for heating and cooling supply planning in an urban heating and cooling network. The control approach addresses the need for strategic operation of distributed production technologies and thermal energy storage in increasingly complex heating and cooling networks. READ MORE

  5. 24. Modelling of stormwater treatment in biofilters using MIKE+ : Possibilities and limitations

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Cecile Bouju; [2021]
    Keywords : Biofilter; Raingarden; Stormwater treatment; Stormwater management; Hydrological modelling; MIKE ; ECO Lab; Biofilter; Växtbädd; Dagvattenrening; Dagvattenhantering; Hydrologisk modellering; MIKE ; ECO Lab;

    Abstract : As research has expanded on the environmental impact of stormwater on receiving ecosystems more focus is now being put on the quality issues of stormwater. Biofilters are one of many nature-based solutions that have been developed for that purpose and are also the subject of this study. READ MORE

  6. 25. Increasing Retention in Insurtechs Through Churn Prediction

    University essay from Lunds universitet/Innovationsteknik

    Author : John Rapp Farnes; Oskar Christiansen; [2021]
    Keywords : Non-life insurance; Property and casualty insurance; Customer retention; Churn prediction; Predictive analytics; Classification; Machine learning; Mathematics and Statistics;

    Abstract : Over the last decades, the Swedish insurance industry has seen decreased entry barriers due to deregulation and emerging new technologies, which have the potential to disturb the stagnated and consolidated competitive landscape of the industry. Initiated by newcomers like American insurance startup Lemonade, and later Swedish Hedvig among others, there is an increased push toward digitalization, transparency, and automation in the industry. READ MORE