• Home
  • Search
  • Dynamic thermal simulation of a tree-shaped district heating network based on discrete event simulation
  • Cite Icon6
  • https://doi.org/10.1016/j.energy.2024.133775Copy DOI Icon

Dynamic thermal simulation of a tree-shaped district heating network based on discrete event simulation

  • Dec 1, 2024
  • Energy
  • Zichan Xie +4 more
Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

The computational complexity involved in modelling district heating (DH) networks impedes the integration of network operations into comprehensive DH system studies. We developed a flexible, accurate, and fast dynamic thermal simulation model utilising discrete event simulation (DES). This model is versatile, suitable for any tree-shaped DH network with a central heating plant and can estimate node temperatures and calculate pipe heat losses. The speed of the model is improved via using variable time steps and by incorporating two advanced techniques: lazy evaluation and a customised priority queue. To further improve the computational speed, we developed a technique to eliminate redundant sampling points. This model was tested and demonstrated excellent consistency with actual measurements. Remarkably, reducing sampling points can speed up the simulation by a factor of three without compromising the temperature accuracy. A 72-day simulation of a network with 102 pipes was completed within 0.219 s. Our findings highlight the significant potential of the DES model for large-scale dynamic network simulations and offer a promising solution for DH network simulations and system optimisation.

Similar Papers
  • Research Article

Optimisation of district heating network separation: An extended approach for partial transformation of large-scale network structures

  • Feb 01, 2026
  • Energy
  • Jan Stock +2
  • PDF
  • Research Article
  • Citations9

Comparing strategies for improving thermal performance of an existing district heating (DH) network: low temperature DH in Omsk, Russia

  • Jan 01, 2020
  • E3S Web of Conferences
  • Stanislav Chicherin +3
  • Research Article
  • Citations154

Collaborative scheduling and flexibility assessment of integrated electricity and district heating systems utilizing thermal inertia of district heating network and aggregated buildings

  • Nov 22, 2019
  • Applied Energy
  • Xue Li +5
  • Research Article
  • Citations103

Coordinated dispatch of electric power and district heating networks: A decentralized solution using optimality condition decomposition

  • Sep 30, 2017
  • Applied Energy
  • Jinbo Huang +2
  • Research Article
  • Citations51

Reconfiguration of District Heating Network for Operational Flexibility Enhancement in Power System Unit Commitment

  • Nov 02, 2020
  • IEEE Transactions on Sustainable Energy
  • Yixun Xue +6
  • Research Article
  • Citations3

Validation of a multi-objective optimization framework for the sizing of pipes in DH Networks

  • Oct 01, 2021
  • Energy Reports
  • Yannis Merlet +2
  • Research Article
  • Citations17

Metamorphoses of cogeneration-based district heating in Romania: A case study

  • Oct 30, 2010
  • Energy Policy
  • Flavius Iacobescu +1
  • Research Article
  • Citations72

Effects of the operation regulation modes of district heating system on an integrated heat and power dispatch system for wind power integration

  • Sep 11, 2018
  • Applied Energy
  • Jinfu Zheng +3
  • PDF
  • Research Article
  • Citations4

CASE ANALYSIS OF HEAT PUMP INTEGRATION IN DISTRICT HEATING SYSTEM

  • Oct 11, 2021
  • Mokslas - Lietuvos ateitis
  • Artur Rogoža +2
  • Research Article
  • Citations9

The role of policy instruments for promoting combined heat and power production with low CO2 emissions in district heating systems

  • Jan 01, 2005
  • International Journal of Energy Research
  • � Marbe +1
  • Book Chapter

Optimal Operation System of the Integrated District Heating System with Multiple Regional Branches

  • Jan 01, 2010
  • Ui Sik Kim +3
  • PDF
  • Research Article
  • Citations24

Optimal Installation of Heat Pumps in Large District Heating Networks

  • Feb 01, 2023
  • Energies
  • Martina Capone +2
  • Research Article
  • Citations23

Model for optimal malfunction management in extended district heating networks

  • Aug 31, 2018
  • Applied Energy
  • Elisa Guelpa +1
  • Research Article
  • Citations3

Collaborative scheduling of source-network-load-storage considering thermal inertia of the integrated electricity and district heating systems

  • Nov 27, 2021
  • Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
  • Wanying Xie +3
  • Research Article
  • Citations7

Promoting efficient district heating in Estonia

  • Jan 14, 2022
  • Utilities Policy
  • Eduard Latõšov +2
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.