LEDIGAJOBB.SE by Noor Jobs

Thesis - Data driven load prediction for a Mobile Miner, Epiroc 2020

Antal platser:
Yrkesbenämning: Konstruktör, tillverkningsindustri
Publicerad: 2019-11-01
Sista ansökningsdag: 2019-11-30
Stad: Örebro 
Epiroc is a leading productivity partner for the mining, infrastructure and natural resources industries. With cutting-edge technology, Epiroc develops and produces innovative drill rigs, rock excavation and construction equipment, and provides world-class service and consumables. The company was founded in Stockholm, Sweden, and has passionate people supporting and collaborating with customers in more than 150 countries. Learn more at www.epirocgroup.com. Thesis Data driven load prediction for a Mobile Miner 2020 Epiroc is a leading productivity partner for the mining, infrastructure and natural resources industries. With cutting-edge technology, Epiroc develops and produces innovative drill rigs, rock excavation and construction equipment, and provides world-class service and consumables. Epiroc Rock Drills AB in Örebro with over 2500 employees both develop, manufacture and market rock drilling equipment for mining and construction work all over the world. As a thesis student you will have the opportunity to work in an open and friendly environment, where we are committed to always find new innovative solutions through collaboration both within the team and externally. Join our journey towards developing future technology within electrification and automation. Functional area: Applied Mechanics Recruiting manager: Robert Dikmen, Manager Applied Mechanics Phone: +4619 7682521 Email: robert.dikmen@epiroc.com Other contacts: Robert Pettersson, industrial supervisor, +46(0)196765935, robert.pettersson@epiroc.com Education background: Relevant education is, but not limited to, Y, D, M. Level of thesis project: Master thesis. Number of students in the project: 1 or 2 students Target: This project is intended to develop a data driven model to be used for load monitoring in field. Background: The tunnel boring machine, Mobile Miner, is a central and vital part of the mining process where it is used. To ensure that the machine is used according to what it is designed for, monitoring of the loads is valuable. This way feedback of the usage to the operator and prediction of the remaining life can be made. As strain measures are not available in field, a data driven approach is suggested. For another product at Epiroc an in-house method has been developed to do strain predictions based on data from the control system of the machine. We would like to investigate this approach also for the Mobile Miner. What is different in this new application is the classification of usage which is qualitatively different from existing method. Measurement data of loads together with logs from control system will be available from a functional test of the Mobile Miner. Mission: Your mission in this project will be to investigate suitable input signals and develop a data driven model for load monitoring based on available data from functional test measurement. Also, where needed, classify the usage in order to monitor the life degradation of structural parts. This project will be considered a success when a set of input signals has been motivated and then used to realize a data driven model for which the expected prediction capability has been explored. Qualification: We are looking for 1-2 goal oriented and humble students who are self-starters, put attention to details and with a strong sense of responsibility. How to apply: Does this sound interesting, and do you feel this is a match? Log in to the recruitment system. If you are new to the system, you need to start by making a profile. Do not forget to attach your CV and a short letter about your-self, describing why you are applying for this thesis. Please note that we do not accept applications via email. Send your application as soon as possible, but no later than November 14th.

Information om jobbet

Arbetstid & varaktighet
  • Deltid
  • 11 dagar - 3 månader
  • Sommarjobb / feriejobb
Lön
  • Fast månads- vecko- eller timlön