Essays about: "disaggregering"

Showing result 1 - 5 of 6 essays containing the word disaggregering.

  1. 1. Neural Network-Based Residential Water End-Use Disaggregation

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

    Author : Cajsa Pierrou; [2023]
    Keywords : Residential water end-use; Flow disaggregation; Time series classification; Artificial neural network; Smart water meter; Slutanvändning av vatten i hushåll; Flödesdisaggregering; Tidsserieklassificering; Artificiella neurala nätverk; Smart vattenmätare;

    Abstract : Sustainable management of finite resources is vital for ensuring livable conditions for both current and future generations. Measuring the total water consumption of residential households at high temporal resolutions and automatically disaggregating the sole signal into classified end usages (e.g. READ MORE

  3. 2. Integration of Open Data in Disaggregate Transport Modelling : A Case Study of Uppsala

    University essay from KTH/Transportplanering

    Author : Iqbal Surahman; Gustav Wegner; [2022]
    Keywords : Agent-based; Disaggregate Transport Model; Open Data; OpenStreetMap; OSM; GTFS; Agentbaserad; Disaggregerad Transportmodell; OpenData; OpenStreetMap; OSM; GTFS;

    Abstract : Transport models are key in predicting travel behaviour and planning transport systems. Transport models can be either aggregated or disaggregated. Disaggregation means that travel behaviour is represented on an individual level, which can be beneficial because it offers a higher detail level and reduces aggregation bias. READ MORE

  4. 3. High frequency rainfall data disaggregation with a random cascade model : Identifying regional differences in hyetographs in Sweden

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Louis Rulewski Stenberg; [2021]
    Keywords : Random cascade model; disaggregation; high frequency; rainfall data; hyetograph; spatial transferability; regional differences; Swedish climate; clustering; Slumpmässig kaskadmodell; disaggregering; högfrekvens; regndata; hyetograf; rumslig överförbarhet; regionala skillnader; Sveriges klimat; klustring;

    Abstract : The field of urban hydrology is in need of high temporal resolution data series in order to effectively model and analyse existing and future trends in extreme precipitation. When high resolution data sets are, for any number of reasons, not available for a given location, the technique of disaggregation using a random cascade model can be applied. READ MORE

  5. 4. Techno-economic analysis of Open Optical LineSystems

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

    Author : Vasileios Papageorgiou; [2018]
    Keywords : Capital expense CAPEX ; operational expenses OPEX ; optical networks; dense wavelength-division multiplexing DWDM ; disaggregated DWDM; integrated DWDM; traffic volume; transponders; line system; Capital Expense CAPEX ; driftskostnader OPEX ; optiska nätverk; tät våglängds delnings multiplexering DWDM ; disaggregerad DWDM; integrerad DWDM; trafikvolym; transpondrar; linjesystem;

    Abstract : Technology innovations and capacity upgrades in optical networks have influenced the optical transmission. As a result, network operators are considering separating hardware and software components in order to achieve efficiency and promising savings during network operation and network lifecycle. READ MORE

  6. 5. Exploiting Temporal Difference for Energy Disaggregation via Discriminative Sparse Coding

    University essay from KTH/Matematisk statistik

    Author : Eric Leijonmarck; [2015]
    Keywords : ;

    Abstract : This thesis analyzes one hour based energy disaggregation using Sparse Coding by exploiting temporal differences. Energy disaggregation is the task of taking a whole-home energy signal and separating it into its component appliances. READ MORE