Tool for simulating occupancy profiles for private households
ProccS.org is a tool for simulating occupancy profiles for private households. The application creates occupancy profiles for bathroom, kitchen, living room and bedrooms. The profiles can be downloaded in csv-format. The underlying model is based on an inhomogeneous Markov chain. It was trained on time-use data of Danish households from 2008/2009. Sebastian Wolf has developed the online-tool ProccS during his PhD.
Software for combined physical and statistical modelling
Continuous Time Stochastic Modelling (CTSM) is a software package for modelling and simulation of combined physical and statistical models. You find a technical description and the software at CTSM.info.
Software for Model Predictive Control
HPMPC is a toolbox for High-Performance implementation of solvers for Model Predictive Control (MPC). It contains routines for fast solution of MPC and MHE (Moving Horizon Estimation) problems on embedded hardware. The software is available on GitHub.
MPCR is a toolbox for building Model Predictive Controllers written in R, the free statistical software. It contains several examples for different MPC problems and interfaces to opensource solvers in R. The software is available on GitHub.
Publications, white paper and other reports:
Go to our research homepage CITIES – Centre for IT-Intelligent Energy Systems to see our many publications, white paper about coupling of energy systems/energy systems integration and task force report about energy taxes in the future.