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EnglishIn the digitalization era, the increasing number of connected appliances and the rise of artificial intelligence (AI) enabled a new realm of possibilities in the residential energy sector, including the chance for a consumer to play an active role in flexibility programs. We talk about demand-side flexibility (DSF) when a consumer adapts his/her energy consumption behavior in response to variable energy prices or market incentives. The procedure depends on a two-way communication between an energy supplier and a customer, and his/her willingness to act on the electricity consumption. The success of the different DSF approaches is strongly related to the estimation of appliance usage patterns and AI techniques represent a viable solution.
| Titolo: | AI-Powered Home Electrical Appliances as Enabler of Demand-Side Flexibility |
| Autori: | |
| Data di pubblicazione: | 2020 |
| Rivista: | |
| Abstract: | In the digitalization era, the increasing number of connected appliances and the rise of artificial intelligence (AI) enabled a new realm of possibilities in the residential energy sector, including the chance for a consumer to play an active role in flexibility programs. We talk about demand-side flexibility (DSF) when a consumer adapts his/her energy consumption behavior in response to variable energy prices or market incentives. The procedure depends on a two-way communication between an energy supplier and a customer, and his/her willingness to act on the electricity consumption. The success of the different DSF approaches is strongly related to the estimation of appliance usage patterns and AI techniques represent a viable solution. |
| Handle: | http://hdl.handle.net/11566/282479 |
| Appare nelle tipologie: | 1.1 Articolo in rivista |
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