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Recommended by the IIR / IIR document
Novel chiller fault diagnosis using deep neural network (DNN) with simulated annealing (SA).
Implementation of artificial intelligence in modeling and control of heat pipes: a review.
IIR document
An interpretable machine learning method for fault diagnosis of heating, ventilation and air conditioning systems.
Design and Development of a Human Building Interaction Laboratory.
Building digital twins for refrigeration systems using artificial intelligence.
Accurate classification of frost thickness using visual information in a domestic refrigerator.
Recommended by the IIR
Artificial intelligence models for refrigeration, air conditioning and heat pump systems.
Overview of food preservation and traceability technology in the smart cold chain system.
Wind, Solar, and Photovoltaic Renewable Energy Systems with and without Energy Storage Optimization: A Survey of Advanced Machine Learning and Deep Learning Techniques.
Frost detection with neural networks: determining necessary sensors to predict optimal defrost initiation time for air source heat pumps.
Application of artificial intelligence to refrigeration systems.
A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems.
Use of artificial intelligence in the refrigeration field.
Energy saving pre-cooling pattern search of an inverter air conditioner using a deep reinforcement learning algorithm.
Use of Internet of Things and Artificial Intelligence in Refrigeration and Air Conditioning. 55th Informatory Note on Refrigeration Technologies.
Refrigeration sector monitoring
17 results
Applications of artificial intelligence to refrigeration plants
A paper from the IIR TPTPR conference presents the energy performance and maintenance benefits of 19 refrigeration plants using artificial intelligence techniques.
Applications of Artificial Intelligence to refrigeration systems
AI techniques, which are currently very topical, are the subject of intense research and development. Overview of their applications and benefits in the refrigeration sector, based on the latest articles...
Artificial intelligence techniques for energy-efficient HVAC systems
The benefits of Artificial Intelligence (AI) for Heating, Ventilation, and Air-Conditioning (HVAC) systems was one of the hot topics of the IIR-co-sponsored International Conference on Emerging Technologies for Sustainable and Intelligent HVACR...
UK: Artificial intelligence and data centre cooling
Data centre traffic being on the rise, many companies are looking at how they can use artificial intelligence to make their data centres more efficient.
For IIR members only
Wondrwall introduces AI-controlled propane heat pump
Wondrwall launches a propane air-source heat pump with AI-powered energy management for cost and carbon savings.
Smart refrigerated display cabinet collects real-time data.
The "Fresh-Cut" refrigerated display cabinet is a "smart" piece of equipment that records and transmits real-time data on the condition of goods on-shelf.
Commercial refrigeration figures and trends
Growing steadily for several years, the global commercial refrigeration market is characterised by some key trends, including the energy efficiency and smart stores
Data centres: the challenges of energy-efficient chip cooling
Innovative liquid cooling solutions are under development to further reduce energy consumption in the ever-growing number of data centres.
Do aliens use CFCs?
What if the search for extra-terrestrial life took a new turn? A grant recently awarded to a team of scientists will finance research for "technosignatures", which would include CFCs.
Refrigerated containers: state of play and perspectives
Refrigerated containers play an essential role in the maritime refrigerated transport sector; a look back at the stages of their development and the recent and future technological advances of this...
The challenges of thermal management of next-generation electronic equipment
With the increasing integration and miniaturization of electronic devices, the heat flows they generate are constantly increasing. Spray cooling has many advantages in this regard.
Frost detection and defrosting methods: latest advances
A recent Purdue conference paper presents the state of the art regarding methods for retarding the onset of frosting, frost detection techniques and defrosting strategies, including those based on artificial...
New standards for “intelligent” ACs implemented in China
China implements new standard to officially define and set technological requirements for intelligent ACs. Additionally, a Chinese air-conditioning manufacturer is the first company in China to achieve a global...
Major trends in the global commercial refrigeration market
The global commercial refrigeration market, half of which is made up of the refrigerated display cabinet segment, amounted to USD 71 billion in 2021, up 8.8% year-on-year and 14% over four...
World air-conditioning market in 2019
Despite a decline of -0.8% in sales globally, many markets performed well in 2019. Inverter technology and smart air conditioners are steadily gaining ground globally while sales of R32 systems are increasing...
IIR news
3 results
Two IIR Informatory Notes on hot topics
The IIR has recently published two Informatory Notes on high-stakes subjects: flammable refrigerants and the Internet of Things and Artificial Intelligence in refrigeration and air...
ICR 2023: It was nice to meet you at our booth!
The IIR’s booth received a large number of visitors. From regulars who came to say hello to curious onlookers drawn by the extensive display to participants looking for information, exchanges were varied and...
IIR Congress 2023: Which workshop will you attend?
Did you know that there are 21 specialist workshops scheduled to take place at the 26th IIR International Congress of Refrigeration? Discover them here and book your seat today!
