Advice provision for energy saving in automobile climate control systems

Amos Azaria, Sarit Kraus, Claudia V. Goldman, Omer Tsimhoni

نتاج البحث: فصل من :كتاب / تقرير / مؤتمرمنشور من مؤتمرمراجعة النظراء

5 اقتباسات (Scopus)

ملخص

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.

اللغة الأصليةالإنجليزيّة
عنوان منشور المضيفProceedings of the National Conference on Artificial Intelligence
ناشرAI Access Foundation
الصفحات2954-2959
عدد الصفحات6
رقم المعيار الدولي للكتب (الإلكتروني)9781577356806
حالة النشرنُشِر - 2014
منشور خارجيًانعم
الحدث28th 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, كندا
المدة: ٢٧ يوليو ٢٠١٤٣١ يوليو ٢٠١٤

سلسلة المنشورات

الاسمProceedings of the National Conference on Artificial Intelligence
مستوى الصوت4

!!Conference

!!Conference28th 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
الدولة/الإقليمكندا
المدينةQuebec City
المدة٢٧/٠٧/١٤٣١/٠٧/١٤

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