Open AccessApplication of Model Transformation for Optimized Building Energy Management
Publication year - 2020
Publication title -
international journal of computers and communications
Language(s) - English
Resource type - Journals
ISSN - 2074-1294
DOI - 10.46300/91013.2020.14.3
Subject(s) - model transformation , transformation (genetics) , hinge , computer science , mathematical optimization , integer programming , core model , simulated annealing , algorithm , engineering , artificial intelligence , mathematics , mechanical engineering , mathematical analysis , biochemistry , chemistry , consistency (knowledge bases) , gene
This paper describes an approach aiming to automatically transform a model describing a high level physical behavior model into two different optimized building energy management application models. The first step consists in building a hinge model composed of element models. Then based on MDE approach, this model is projected, according to transformation processes, to application models. This paper presents core specifications of manipulation and transformation of hinge model. To illustrate this approach, an example of transformation into both an acausal anticipative model based on mixed integer linear programming problem and a non-linear causal model for fast simulated annealing optimization are shown. These models are used for energy management of a smart building platform named PREDIS/MHI.