Thermal energy storage in district heating and cooling systems: A review

E Guelpa, V Verda - Applied Energy, 2019 - Elsevier
Thermal storage facilities ensure a heat reservoir for optimally tackling dynamic
characteristics of district heating systems: heat and electricity demand evolution, changes of …

[HTML][HTML] Low-temperature operation of heating systems to enable 4th generation district heating: A review

DS Østergaard, KM Smith, M Tunzi, S Svendsen - Energy, 2022 - Elsevier
District heating networks increasingly rely on heat pumps, condensing biomass boilers, and
excess heat in the transition to sustainable energy systems. Accordingly, district heating …

[HTML][HTML] District heating and cooling in Sweden

S Werner - Energy, 2017 - Elsevier
The purpose with this review is to provide a presentation of the background and current
position for district heating and cooling in Sweden. The review structure considers the …

Predicting hourly heating load in a district heating system based on a hybrid CNN-LSTM model

J Song, L Zhang, G Xue, YP Ma, S Gao, QL Jiang - Energy and Buildings, 2021 - Elsevier
Heat loads change dynamically with meteorological conditions and user demand, and the
related accurate prediction algorithms are conducive to the realization of optimized …

A comprehensive review of smart energy meters in intelligent energy networks

Q Sun, H Li, Z Ma, C Wang, J Campillo… - IEEE Internet of …, 2015 - ieeexplore.ieee.org
The significant increase in energy consumption and the rapid development of renewable
energy, such as solar power and wind power, have brought huge challenges to energy …

[HTML][HTML] Explainable district heat load forecasting with active deep learning

Y Huang, Y Zhao, Z Wang, X Liu, H Liu, Y Fu - Applied Energy, 2023 - Elsevier
District heat load forecasting is a challenging task that involves predicting future heat
demand based on historical data and various influencing factors. Accurate forecasting is …

Applied machine learning: Forecasting heat load in district heating system

S Idowu, S Saguna, C Åhlund, O Schelén - Energy and Buildings, 2016 - Elsevier
Forecasting energy consumption in buildings is a key step towards the realization of
optimized energy production, distribution and consumption. This paper presents a data …

Thermal energy storage in district heating: Centralised storage vs. storage in thermal inertia of buildings

D Romanchenko, J Kensby, M Odenberger… - Energy conversion and …, 2018 - Elsevier
Heat load variations in district heating systems lead to increased costs for heat generation
and, in most cases, increased greenhouse gas emissions associated with the marginal use …

Potential of residential buildings as thermal energy storage in district heating systems–Results from a pilot test

J Kensby, A Trüschel, JO Dalenbäck - Applied Energy, 2015 - Elsevier
Heat demand in a district heating system can have a significant variation within 1 day, which
produces problematic conditions for efficient heat generation. Short-term thermal energy …

[HTML][HTML] Assessment of district heating and cooling systems transition with respect to future changes in demand profiles and renewable energy supplies

Y Zhang, P Johansson, AS Kalagasidis - Energy Conversion and …, 2022 - Elsevier
District energy systems are about to shift towards closer temperature configurations, ie low-
temperature district heating and high-temperature district cooling. Challenges and benefits …