HVAC energy cost minimization in smart grids: A cloud-based demand side management approach with game theory optimization and deep learning

HVAC energy cost minimization in smart grids: A cloud-based demand side management approach with game theory optimization and deep learning

In this paper, we present a novel cloud-based demand side management (DSM) optimization approach for the cost reduction of energy usage in heating, ventilation and air conditioning (HVAC) systems in residential homes at the district level. The proposed approach achieves optimization through scheduli...

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Bibliographic Details
Main Authors: Rahman Heidarykiany, Cristinel Ababei
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Energy and AI
Subjects:
Day ahead demand side management (DSM)
Appliance energy usage prediction
Residential energy usage scheduling flexibility
Market incentives
Non-cooperative game theory (GT)
Dynamic price (DP)
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824000284

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http://www.sciencedirect.com/science/article/pii/S2666546824000284

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