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Eintrag vom 08.06.2017
Angebotsnr. 45186

HiWi Project on Distributed Optimization of Energy Systems

Stelle frei: Ab sofort
Stellenbeschreibung

Interested in parallel and distributed computing?
The Advanced Control (AC) group in the Institute for Applied Informatics (IAI) is currently offering students the opportunity to engage in a research project involving state-of-the-art optimization algorithms on KIT computing clusters. The results of which could be applied to areas such as big data analysis or power grid design and management.
The relatively new Augmented Lagrangian based Alternating Direction Inexact Newton (ALADIN) method has been shown to be an essential tool in the solution of separable non-convex optimization problems. Such problems can arise in nonlinear regression, scheduling of batteries, AC power flow or a number of other areas. ALADIN has a structure that lends itself nicely to parallelization however as the algorithm is still quite new, such an implementation has not yet been attempted.
The proposed project would entail the construction of a MPI (Message Passing Interface) suitable for use with the ALADIN non-convex optimization algorithm. After feasibility has been achieved, speed tests and optimizations of the parallelized optimization algorithm would ensue for a range of cluster sizes. However, even without fully optimized code, a proof of concept would open the door to a much broader range of real world applications of ALADIN than is currently possible.


Art der Stelle
  • Studentische Hilfskraft (Hiwi) / Werkstudent(in)
Gewünschtes Studium
  • Ingenieurwissenschaften
    Elektrotechnik & Informationstechnik
    Informatik
    Energy technologies
Gesuchter Karrierestatus
  • Studierende(r)
  • Absolvent(in)/Berufseinsteiger(in)
Arbeitsregion
  • Karlsruhe und Umgebung
Unternehmensbereich
  • Ingenieurwesen und Entwicklung und Konstruktion
Sprache am Arbeitsplatz
  • Deutsch und Englisch

Ansprechpartner

Herr Alexander Murray
KIT - Institut für Angewandte Informatik (IAI)
Hermann-von-Helmholtz-Platz 1
76344 Eggenstein-Leopoldshafen
Tel: +49 721 608-25724
E-Mail: Melden Sie sich bitte an,
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Anschrift

KIT - Institut für Angewandte Informatik (IAI)
Hermann-von-Helmholtz-Platz 1
76344 Eggenstein-Leopoldshafen
Deutschland
Telefon: +49 721 608-25740
www.iai.kit.edu