Essays about: "Linus Rustas"

Found 2 essays containing the words Linus Rustas.

  1. 1. Applying Machine Learning Algorithms for Anomaly Detection in Electricity Data : Improving the Energy Efficiency of Residential Buildings

    University essay from Uppsala universitet/Byggteknik och byggd miljö

    Author : Herman Guss; Linus Rustas; [2020]
    Keywords : Machine learning; anomaly detection; K-means; Gaussian process regression;

    Abstract : The purpose of this thesis is to investigate how data from a residential property owner can be utilized to enable better energy management for their building stock. Specifically, this is done through the development of two machine learning models with the objective of detecting anomalies in the existing data of electricity consumption. READ MORE

  3. 2. Potential solar power installations within the municipality of Uppsala

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Måns Wallentinsson; Clara Grönlund; Linus Rustas; Emil Forsén; [2018]
    Keywords : ;

    Abstract : Uppsala municipality has ambitions to reduce greenhouse gas emissions by installing solar power. To do this, the municipality has set a goal to install 30 MWp of solar power by the year 2020, and today 25 MWp has yet to be installed. READ MORE