Fifth-generation district heating and cooling systems: A review of recent advancements and implementation barriers
As global urbanisation levels continue to rise, supplying urban areas with low emissions
energy becomes imperative in the fight against climate change. In areas with high demand …
energy becomes imperative in the fight against climate change. In areas with high demand …
[HTML][HTML] District heating and cooling networks with decentralised energy substations: Opportunities and barriers for holistic energy system decarbonisation
Decarbonisation of the thermal grid whilst ensuring affordability and security of supply,
requires a holistic approach which relies on sector coupling and energy storage. District …
requires a holistic approach which relies on sector coupling and energy storage. District …
[HTML][HTML] Deep learning in fault detection and diagnosis of building HVAC systems: A systematic review with meta analysis
Building sector account for significant global energy consumption and Heating Ventilation
and Air Conditioning (HVAC) systems contribute to the highest portion of building energy …
and Air Conditioning (HVAC) systems contribute to the highest portion of building energy …
[HTML][HTML] A state-of-the-art analysis and perspectives on the 4th/5th generation district heating and cooling systems
The evolution of district heating systems is characterized by a trend towards lower supply
temperatures and higher energy efficiencies. The most recent advancement in this field is …
temperatures and higher energy efficiencies. The most recent advancement in this field is …
Operation optimization of multi-boiler district heating systems using artificial intelligence-based model predictive control: Field demonstrations
District energy systems through fourth and fifth generations have shown great promises to
help integrate renewable energy sources at large scale and to decarbonize the built …
help integrate renewable energy sources at large scale and to decarbonize the built …
[HTML][HTML] Fault and anomaly detection in district heating substations: A survey on methodology and data sets
M Neumayer, D Stecher, S Grimm, A Maier, D Bücker… - Energy, 2023 - Elsevier
District heating systems are essential building blocks for affordable, low-carbon heat supply.
Early detection and elimination of faults is crucial for the efficiency of these systems and …
Early detection and elimination of faults is crucial for the efficiency of these systems and …
Non-singleton type-3 fuzzy approach for flowmeter fault detection: experimental study in a gas industry
The main contribution of this paper is to develop a new flowmeter fault detection approach
based on optimized non-singleton type-3 (NT3) fuzzy logic systems (FLSs). The introduced …
based on optimized non-singleton type-3 (NT3) fuzzy logic systems (FLSs). The introduced …
A review of the current status and development of 5GDHC and characterization of a novel shared energy system
J Lindhe, S Javed, D Johansson… - Science and Technology …, 2022 - Taylor & Francis
This review presents the status and outlook for shared energy systems (SES) and fifth-
generation district heating and cooling (5GDHC). It provides an overview of the technical …
generation district heating and cooling (5GDHC). It provides an overview of the technical …
Automatic fault diagnosis algorithm for hot water pipes based on infrared thermal images
In recent years, scholars have completed many studies on the fault diagnosis of air-
conditioning systems based on Building Energy Management System (BEMS) data, but …
conditioning systems based on Building Energy Management System (BEMS) data, but …
Detection and identification of faults in a District Heating Network
H Bahlawan, N Ferraro, A Gambarotta, E Losi… - Energy Conversion and …, 2022 - Elsevier
Abstract District Heating Networks (DHNs) are composed of numerous pipes that can be
threatened by faults that affect DHN operation and management. Thus, reliable diagnostic …
threatened by faults that affect DHN operation and management. Thus, reliable diagnostic …