Potential of Model-Free Control for Demand-Side Management Considering Real-Time Pricing

Potential of Model-Free Control for Demand-Side Management Considering Real-Time Pricing

This paper presents a detailed description of data predictive control (DPC) applied to a demand-side energy management system. Different from traditional model-based predictive control (MPC) algorithms, this approach introduces two model-free algorithms of artificial neural network (ANN) and random...

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Bibliographic Details
Main Authors: Suyang Zhou, Fenghua Zou, Zhi Wu, Wei Gu
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Energies
Subjects:
data predictive control
neural network
energy management
Online Access:https://www.mdpi.com/1996-1073/12/13/2587

Internet

https://www.mdpi.com/1996-1073/12/13/2587

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