DEMKit: a Decentralized Energy Management Simulation and Demonstration Toolkit

The energy transition requires simulators that aid the research on and validation of energy management systems. Hereby, these systems not solely focus on electricity, but involve the optimization of multiple energy carriers in a multi-energy system. This paper presents DEMKit, an open-source toolkit with device, grid and control components for such a multi-energy management solution. The modular design allows DEMKit to test different optimization algorithms on the same scenario. Device components can be replaced by adapters to control real hardware in a deployment or hardware-in-the-loop simulation. Results of a demonstration setup of DEMKit in a smart home show the potential of using DEMKit to bridge the gap between scientific research and test new solutions in practice.

[1]  J.K.A.H.P.J. Kok,et al.  The PowerMatcher: Smart Coordination for the Smart Electricity Grid , 2013 .

[2]  Johann Hurink,et al.  Resource allocation problems in decentralized energy management , 2017, OR Spectr..

[3]  Vincent Bakker,et al.  TRIANA, a control strategy for Smart Grids : forecasting, planning and real-time control , 2012 .

[4]  Marco E. T. Gerards,et al.  Robust peak-shaving for a neighborhood with electric vehicles , 2016 .

[5]  Gerard J. M. Smit,et al.  Generation of flexible domestic load profiles to evaluate Demand Side Management approaches , 2016, 2016 IEEE International Energy Conference (ENERGYCON).

[6]  Mohammed H. Albadi,et al.  A summary of demand response in electricity markets , 2008 .

[7]  Thijs van der Klauw,et al.  Decentralized Energy Management with Profile Steering: Resource Allocation Problems in Energy Management , 2017 .

[8]  N. Pflugradt,et al.  Analysing low-voltage grids using a behaviour based load profile generator , 2013 .

[9]  Steffen Schutte,et al.  Mosaik: A framework for modular simulation of active components in Smart Grids , 2011, 2011 IEEE First International Workshop on Smart Grid Modeling and Simulation (SGMS).

[10]  Gerard J. M. Smit,et al.  Demand side management using profile steering , 2015, 2015 IEEE Eindhoven PowerTech.

[11]  Gerwin Hoogsteen,et al.  A Cyber-Physical Systems Perspective on Decentralized Energy Management , 2017 .

[12]  Hartmut Schmeck,et al.  Hardware-in-the-Loop Co-simulation of a Smart Building in a Low-voltage Distribution Grid , 2018, 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).