Essays about: "Hidden Semi-Markov Model"

Found 3 essays containing the words Hidden Semi-Markov Model.

  1. 1. Hybrid Model Approach to Appliance Load Disaggregation : Expressive appliance modelling by combining convolutional neural networks and hidden semi Markov models.

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Anders Huss; [2015]
    Keywords : NILM; disaggregation; neural network; convolutional neural network; CNN; HMM; HSMM;

    Abstract : The increasing energy consumption is one of the greatest environmental challenges of our time. Residential buildings account for a considerable part of the total electricity consumption and is further a sector that is shown to have large savings potential. Non Intrusive Load Monitoring (NILM), i.e. READ MORE

  2. 2. Semi-Markov modelling in a Gibbssampling algorithm for NIALM

    University essay from KTH/Matematisk statistik

    Author : Jean-Alexander Monin Nylund; [2014]
    Keywords : ;

    Abstract : Residential households in the EU are estimated to have a savings potential of around 27% [1]. The question yet remains on how to realize this savings potential. Non-Intrusive Appliance Load Monitoring (NIALM) aims to disaggregate the combination of household appliance energy signals with only measurements of the total household power load. READ MORE

  3. 3. Autonomous Crop Segmentation, Characterisation and Localisation

    University essay from Institutionen för systemteknik; Tekniska högskolan

    Author : Gustav Jagbrant; [2013]
    Keywords : Orchard; Horticulture; Localisation; Hidden Semi-Markov Model; Hidden Markov Model; Segmentation; 3D Data; 3D Point Cloud; 3D Descriptors;

    Abstract : Orchards demand large areas of land, thus they are often situated far from major population centres. As a result it is often difficult to obtain the necessary personnel, limiting both growth and productivity. However, if autonomous robots could be integrated into the operation of the orchard, the manpower demand could be reduced. READ MORE