Data-Driven Load Forecasting of Air Conditioners for Demand Response Using Levenberg–Marquardt Algorithm-Based ANN

Data-Driven Load Forecasting of Air Conditioners for Demand Response Using Levenberg–Marquardt Algorithm-Based ANN

Air Conditioners (AC) impact in overall electricity consumption in buildings is very high. Therefore, controlling ACs power consumption is a significant factor for demand response. With the advancement in the area of demand side management techniques implementation and smart grid, precise AC load fo...

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Bibliographic Details
Main Authors: Muhammad Waseem, Zhenzhi Lin, Li Yang
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Big Data and Cognitive Computing
Subjects:
Air Conditioners (AC)
Artificial Neural Network (ANN)
big data analysis
cooling demand
energy consumption
Demand Response (DR)
Load Forecasting (LF)
Levenberg–Marquardt Algorithm (LMA)
Online Access:https://www.mdpi.com/2504-2289/3/3/36

Internet

https://www.mdpi.com/2504-2289/3/3/36

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