Sökning: "PLS-R"

Hittade 3 uppsatser innehållade ordet PLS-R.

  1. 1. CONSTRUCTION EQUIPMENT FUEL CONSUMPTION DURING IDLING : Characterization using multivariate data analysis at Volvo CE

    Uppsats för yrkesexamina på avancerad nivå, Mälardalens högskola/Akademin för ekonomi, samhälle och teknik

    Författare :Mujtaba Hassani; [2020]
    Nyckelord :Idling condition; environmental effect; diesel fuel; machine learning; multivariate data analysis; partial least square regression; support vector machine regression; principal component analysis; principal component regression; correlation coefficient matrix; artificial neural network; exhaust emission reduction techniques; global warming; emission regulation; CO2 estimation techniques; Gaussian process regression;

    Sammanfattning : Human activities have increased the concentration of CO2 into the atmosphere, thus it has caused global warming. Construction equipment are semi-stationary machines and spend at least 30% of its life time during idling. The majority of the construction equipment is diesel powered and emits toxic emission into the environment. LÄS MER

  3. 2. SYSTEM IDENTIFICATION OF A WASTE-FIRED CFB BOILER : Using Principal Component Analysis (PCA) and Partial Least Squares Regression modeling (PLS-R)

    Kandidat-uppsats, Mälardalens högskola/Akademin för ekonomi, samhälle och teknik

    Författare :Andreas Hassling; Simon Flink; [2017]
    Nyckelord :Household Waste; Incineration; MWS; PCA; PLS-R; System identification; Waste Management;

    Sammanfattning : Heat and electricity production along with waste management are two modern day challenges for society. One of the possible solution to both of them is the incineration of household waste to produce heat and electricity. LÄS MER

  4. 3. Spectral Analysis of Flame Emission for Optimization of Combustion Devices on Marine Vessels

    Master-uppsats, Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

    Författare :Panagiota Stamatoglou; [2014]
    Nyckelord :Premixed flames; Equivalence ratio; Chemiluminescence; Partial least squared regression; Flame monitoring; Physics and Astronomy;

    Sammanfattning : Chemiluminescent emission from OH*, CH* and C2* radicals and its dependence on the equivalence ratio is being investigated in the current study. The aim of this project is to use the results for combustion control on marine vessels and safety checks. LÄS MER