Essays about: "Sampling techniques"

Showing result 26 - 30 of 194 essays containing the words Sampling techniques.

  1. 26. FAULT DETECTION IN AIR HANDLING UNIT (AHU) USING MACHINE LEARNING

    University essay from Högskolan Dalarna/Mikrodataanalys

    Author : Humphry Takang Bate; Wilkingson Igbinosun; [2022]
    Keywords : Fault Detection; AHU; Machine Learning;

    Abstract : Fault in Air Handling Unit (AHU) of the Heating, Ventilation, and Air Conditioning (HVAC) systems in buildings is a challenge that building managements face. These faults cause buildings to waste 15 – 30% of the energy consumed by the AHU. READ MORE

  3. 27. Machine Learning for Classification of Temperature Controlled Containers Using Heavily Imbalanced Data

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

    Author : Adam Ranjith; [2022]
    Keywords : Machine learning; Handling imbalanced data; Temperature controllable containers; Ensemble methods; Random forest.; Maskininlärning; Hantera obalanserad data; Temperatur reglerbara containrar; Meta-algoritmer; Random forest.;

    Abstract : Temperature controllable containers are used frequently in order to transport pharmaceutical cargo all around the world. One of the leading manufacturing companies of these containers has a method for detecting containers with a faulty cooling system before making a shipment. READ MORE

  4. 28. Design and Implementation of Cellular Network Hotspot Forecast Using Graph Convolutional Neural Networks

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Adrià Correas I Grifoll; [2022]
    Keywords : ;

    Abstract : This project proposes a type of (Recurrent) Graph Neural Network (RGNN) to predict future hotspots in cellular network data. Current state-of-the-art algorithms process each antenna (celldata )’s in isolation, ignoring the performance of nearby cells and cell locations. READ MORE

  5. 29. Temporal Dynamics In Microplastics Within An Indoor Environment: Insights From A Novel Tape-Lifting Method

    University essay from Umeå universitet/Institutionen för ekologi, miljö och geovetenskap

    Author : Matilda Wiklund; [2022]
    Keywords : Microplastics; tape-lifting; atmospheric fallout; urban environments; Mikroplast;

    Abstract : Microplastics (MPs) constitute a risk to both human and environmental health. It is vital to identify sources and pathways to take the necessary action and limit the number of MPs in our environments. However, we currently have a limited understanding regarding MPs' variation with time in urban environments in an indoor setting. READ MORE

  6. 30. Predicting purchase intentions of customers by using web data : To identify potential customer groups during sales processes in the real estate sector

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Olle Kåhre Zäll; [2022]
    Keywords : Web Usage Mining; Classification; Purchase Intentions; Time On the Market;

    Abstract : This master thesis aims to investigate the possibilities of predicting purchase intentions of customers during their sales processes in the real estate sector. Also, the web activity of customers on a real estate company’s web site is used as the basis for the forecasting. READ MORE