Abstract
Reducing energy consumption of climate control systems is important in order to reduce human environmental footprint. The need to save energy becomes even greater when considering an electric car, since heavy use of the climate control system may exhaust the battery. In this paper we consider a method for an automated agent to provide advice to drivers which will motivate them to reduce the energy consumption of their climate control unit.
Our approach takes into account both the energy consumption of the climate control system and the expected comfort level of the driver. We therefore build two models, one for assessing the energy consumption of the climate control system as a function of the system's settings, and the other, models human comfort level as a function of the climate control system's settings. Using these models, the agent provides advice to the driver considering how to set the climate control system. The agent advises settings which try to preserve a high level of comfort while consuming as little energy as possible. We empirically show that drivers equipped with our agent which provides them with advice significantly save energy as compared to drivers not equipped with our agent.
Original language | English |
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Title of host publication | Proceedings of the National Conference on Artificial Intelligence |
Publisher | AI Access Foundation |
Pages | 2954-2959 |
Number of pages | 6 |
ISBN (Electronic) | 9781577356806 |
State | Published - 2014 |
Externally published | Yes |
Event | 28th AAAI Conference on Artificial Intelligence, AAAI 2014, 26th Innovative Applications of Artificial Intelligence Conference, IAAI 2014 and the 5th Symposium on Educational Advances in Artificial Intelligence, EAAI 2014 - Quebec City, Canada Duration: 27 Jul 2014 → 31 Jul 2014 |
Publication series
Name | Proceedings of the National Conference on Artificial Intelligence |
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Volume | 4 |
Conference
Conference | 28th AAAI Conference on Artificial Intelligence, AAAI 2014, 26th Innovative Applications of Artificial Intelligence Conference, IAAI 2014 and the 5th Symposium on Educational Advances in Artificial Intelligence, EAAI 2014 |
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Country/Territory | Canada |
City | Quebec City |
Period | 27/07/14 → 31/07/14 |