Design, Implementation and Demonstration of Embedded Agents for Energy Management in Non-Residential Buildings
AbstractWith the building sector being responsible for 30% of the total final energy consumption, great interest lies in implementing adequate policies and deploying efficient technologies that would decrease this number. However, building comfort and energy management systems (BCEM) are challenging to manage on account of their increasing complexity with regard to the integration of renewable energy sources or the connection of electrical, thermal and gas grids. Multi-agent~systems (MAS) deal well with such complex issues. This paper presents an MAS for non-residential buildings from the design, implementation and demonstration, both simulation based and in a field test. Starting from an ontology and an attached data model for BCEM application, we elaborated use cases for developing and testing the MAS framework. The building and technical equipment are modeled using the modeling language Modelica under Dymola. The agents are programmed in JADE and communicate with Dymola via TCP/IP and with the real devices via BACnet. Operatively, the~agents can take on different control strategies: normal operation with no optimization, optimization of energy costs, where energy is delivered through the room through the devices that have the lowest operating costs, and relaxation of the comfort constraint, where the costs of the productivity loss under sub-optimal comfort conditions is taken into account during optimization. Comfort is expressed as a function of indoor air temperature. Simulation, including a comparison with a benchmark system, and field test results are presented to demonstrate the features of the proposed BCEM. View Full-Text
Externally hosted supplementary file 1
Description: Project description ond final report available at the link, for the project on which the paper is based.
Scifeed alert for new publicationsNever miss any articles matching your research from any publisher
- Get alerts for new papers matching your research
- Find out the new papers from selected authors
- Updated daily for 49'000+ journals and 6000+ publishers
- Define your Scifeed now
Constantin, A.; Löwen, A.; Ponci, F.; Müller, D.; Monti, A. Design, Implementation and Demonstration of Embedded Agents for Energy Management in Non-Residential Buildings. Energies 2017, 10, 1106.
Constantin A, Löwen A, Ponci F, Müller D, Monti A. Design, Implementation and Demonstration of Embedded Agents for Energy Management in Non-Residential Buildings. Energies. 2017; 10(8):1106.Chicago/Turabian Style
Constantin, Ana; Löwen, Artur; Ponci, Ferdinanda; Müller, Dirk; Monti, Antonello. 2017. "Design, Implementation and Demonstration of Embedded Agents for Energy Management in Non-Residential Buildings." Energies 10, no. 8: 1106.
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.