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HA
HANSA Klimasysteme GmbH
12d ago

Master Thesis: Model Predictive Control–Based Energy Management System (EMS) for an Office Building(m/w/x)

Saterland
Part-timeOn-site
AI/ML
Data Science

Description

You will bridge the gap between sustainability and comfort by developing a data-driven EMS. Your work involves using neural networks and MPC to optimize energy usage for a modular office building.

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Requirements

  • Knowledge in energy system analysis, building modeling, and control
  • Experience with MATLAB/Simulink or Python
  • Knowledge in machine learning and predictive control
  • Mechanical, Electrotechnical, or Informatics background

Education

Vocational certification

Tasks

  • Develop a neural network-based building model
  • Predict thermal dynamics for heating and cooling
  • Design a Model Predictive Control-based EMS
  • Implement EMS for winter and summer operations
  • Optimize pre-heating and pre-cooling strategies
  • Manage cold water storage and electric chiller operation
  • Integrate static heating and HVAC systems
  • Account for dynamic electricity prices and PV generation

Tools & Technologies

MATLABSimulinkPythonNeural networksMPC

Languages

EnglishBusiness Fluent

Benefits

Mentorship & Coaching

  • Individualized support

Other Benefits

  • Highly qualified professionals

Startup Environment

  • Innovative work environment
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