Model Predictive Control 2011 Publications

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All Technical Presentations (zip 92 MB)

Technical Presentations

Model-based predictive control applications for solar homes and communities
J Candanedo, S Bucking, A Allard, A Athienitis (presentation)

Open-source software for online MPC and offline derivation of control lookup tables using common building simulation tools
B Coffey (presentation)

A model predictive control optimization environment for real-time commercial building application
C Corbin, P May-Ostendorp, G Henze (presentation)

Model predictive control based on occupant pattern detection and local weather forecasting for building energy management
B Dong, Z O’Neill (presentation)

Optimizing operations of block heat and power stations
C Felsmann, R Kretschmer, F Stanel (presentation)

Which benefits can predictive thermal and electric models bring in an unbundled electricity sector?
C Fremond, B Duplessis, J Adnot (presentation)

Data-driven model-predictive control of low-lift chillers pre-cooling thermo-active building systems
N Gayeski, L Norford, P Armstrong (presentation)

Real-time sensor-based occupancy prediction for model predictive control in buildings
R Goldstein, A Tessier, E Hailemariam, A Khan (presentation)

A project overview: FIEMSER – Friendly Intelligent Energy Management System for Existing Residential Buildings
G Haag (presentation)

Analysis of local optima in predictive control for building temperature regulation
A Kelman, Y Ma, F Borrelli (presentation)

Using MPC to reduce the peak demand associated with electric heating
M Kummert, MA Leduc, A Moreau (presentation)

A model-assisted control design methodology to improve building energy performance
G Lilis, G Giannakis, G Kontes, E Kosmatopoulos, D Rovas (presentation)

Hierarchical predictive control for energy efficient buildings with thermal storage
Y Ma, A Kelman, A Daly, F Borrelli (presentation)

Implementation and evaluation of a predictive building systems control approach with embedded numeric simulation
A Mahdavi, M Schuss, K Orehounig (presentation)

Rule extraction: developing near-optimal heuristics from offline MPC studies in buildings
P May-Ostendorp, G Henze, B Rajagopalan (presentation)

Results from the OptiControl project
M Morari, D Gyalistras, and the OptiControl Team (presentation)

Economic model predictive control for building energy systems
J Qin, J Ma, T Salsbury (presentation)

Real-time optimization of a building CHP/thermally driven space conditioning system using model predictive control
S Treado (presentation)

Feed-forward air-conditioning control with heat load prediction using a weather forecasting data in heating season
Y Utsumi, K Hatakeyama, K Kamimura, S Kishima, T Fujita, H Nakane, R Kimura (presentation)

Model predictive control for office rooms with thermally activated building systems connected to a heat pump system
C Verhelst, M Sourbron, S Antonov, L Helsen (presentation)

Energy efficient model predictive control of vapor-compression systems
M Wallace, R Mcbride, S Aumi, P Mhaskar, J House, T Salsbury (presentation)

Computational tools for building controls R&D
M Wetter, T Nouidui, W Zuo (presentation)