Transient Modelling and Simulation for Optimal Future Management of a District Heating Network. - Archive ouverte HAL Access content directly
Conference Papers Year : 2023

Transient Modelling and Simulation for Optimal Future Management of a District Heating Network.

Abstract

The share of fossil fuel in some District Heating Networks (DHN) makes Dynamic Real-Time Optimisation (DRTO) techniques paramount in improving the energy efficiency of such networks. This research project is a fraction of the RESEAUDATA project, which aims to improve the heat network management technique through machine learning and dynamic optimisation approaches. This paper then focuses on simulating the DHN to accomplish the optimal planning phase for the DRTO and to generate the Big Data to form and train the machine learning model. The procedures for designing a Blackbox model generator are also established in this paper.
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Dates and versions

hal-04145162 , version 1 (28-06-2023)

Identifiers

  • HAL Id : hal-04145162 , version 1

Cite

Olamilekan E. Tijani, Sylvain Serra, Sabine Sochard, Hugo Viot, Aurélien Henon, et al.. Transient Modelling and Simulation for Optimal Future Management of a District Heating Network.. Congrès de la société Française de Thermique, May 2023, Reims, France. ⟨hal-04145162⟩
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