A comparison of fundamental model-based and multiple model predictive control

2003 ◽  
Author(s):  
B. Aufderheide ◽  
V. Prasad ◽  
B.W. Bequette
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Multiple Model ◽  
Fundamental Model ◽  
Model Based

scholarly journals Economic Multiple Model Predictive Control for HVAC Systems - A Case Study for a Food Manufacturer in Germany

2018 ◽  
Author(s):  
Tobias Heidrich ◽  
Jonathan Grobe ◽  
Henning Meschede ◽  
Jens Hesselbach
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Air Conditioning ◽  
Variable Temperature ◽  
Conveyor Belt ◽  
Electricity Price ◽  
Multiple Model ◽  
Air Conditioning System ◽  
Discrete State ◽  
Temperature And Humidity

The following paper describes an economical, multiple model predictive control (EMMPC) for an air conditioning system of a confectionery manufacturer in Germany. The application consists of a packaging hall for chocolate bars, in which a new local conveyor belt air conditioning system is used and thus the temperature and humidity limits in the hall can be significantly extended. The EMMPC calculates the optimum energy or cost humidity and temperature set points in the hall. For this purpose, time-discrete state space models and an economic objective function with which it is possible to react to flexible electricity prices in a cost-optimised manner are created. A possible future electricity price model for Germany with a flexible EEG levy was used as a flexible electricity price. The flexibility potential is determined by variable temperature and humidity limits in the hall, which are oriented towards the comfort field for easily working persons, and the building mass. The building mass of the created room model is used as a thermal energy store. Considering electricity price and weather forecasts as well as internal, production plan-dependent load forecasts, the model predictive controller directly controls the heating and cooling register and the humidifier of the air conditioning system.

Gap-Metric-Based Multiple-Model Predictive Control with a Polyhedral Stability Region

2015 ◽  
Vol 54 (45) ◽  
pp. 11319-11329 ◽  
Author(s):  
Xiangyuan Tao ◽  
Dewen Li ◽  
Yishi Wang ◽  
Ning Li ◽  
Shaoyuan Li
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Stability Region ◽  
Multiple Model ◽  
Gap Metric
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