Essays about: "earthmoving"

Found 5 essays containing the word earthmoving.

  1. 1. From moving earth to moving data : A study of digital information flows in the earthmoving business ecosystem

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : AGNES PERRIN; OSKAR SÖMERMAA; [2021]
    Keywords : Digital transformation; IoT; Earthmoving contractor; Telematics Data; Business Ecosystem; Digital transformation; IoT; Maskinentreprenör; Telematikdata; Affärsekosystem;

    Abstract : In an increasingly digitised world, the connectivity and data within machines is becoming more important, giving possibilities to analyse and improve the business of the actors involved. The digitalisation within the earthmoving industry has so far been lagging compared to other industries but is now starting to gain more traction within the industry. READ MORE

  3. 2. Machine Learning for Activity Recognition of Dumpers

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

    Author : Henrik Axelsson; Daniel Wass; [2019]
    Keywords : Civil engineering; earth-moving; dumper; machine learning; naive bayes; random forest; neural networks; smartphone sensors; accelerometer; gyroscope.;

    Abstract : The construction industry has lagged behind other industries in productivity growth rate. Earth-moving sites, and other practices where dumpers are used, are no exceptions. Such projects lack convenient and accurate solutions for utilization mapping and tracking of mass flows, which both currently and mainly rely on manual activity tracking. READ MORE

  4. 3. Digging deep : A data-driven approach to model reduction in a granular bulldozing scenario

    University essay from Umeå universitet/Institutionen för fysik

    Author : Samuel Ulin; [2018]
    Keywords : Machine learning; granular dynamics; deep learning; discrete element method; earthmoving; neural network;

    Abstract : The current simulation method for granular dynamics used by the physics engine AGX Dynamics is a nonsmooth variant of the popular Discrete Element Method (DEM). While powerful, there is a need for close to real time simulations of a higher spatial resolution than currently possible. READ MORE

  5. 4. Simulation of electrified earthmoving

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Marcus Kreku; [2016]
    Keywords : ;

    Abstract : Earlier studies have concluded that electric haulers would be a feasible substitute for diesel driven vehicles at a stone quarry. To decrease the total cost of ownership (TCO) different charging strategies can be used. This paper illustrates how to use discrete event simulation (DES) to calculate TCO for different charging strategies. READ MORE

  6. 5. Internationalising mobile telecommunication services - Solutions for earthmoving equipment

    University essay from Göteborgs universitet/Företagsekonomiska institutionen

    Author : Daniel Smith-Berndtsson; Jonas Åström; [2013-11-07]
    Keywords : Mobile Service; M2M; Telematics; Mobility; Telecom; Machine to machine; Internationalization;

    Abstract : .... READ MORE