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License: CC BY
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Innovating HVAC Industry with AI Models: The PreMaCOOL Journe

Authors: Thanasis Anagnostis;

Innovating HVAC Industry with AI Models: The PreMaCOOL Journe

Abstract

Klimamichaniki was founded in Thessaloniki, Greece in 1984. It is an engineering consultancy and construction company with expertise on all HVAC systems. The company recently pivoted towards research and development via incorporating and applying AI methods within its modus operandi, to develop innovative solutions. For interoperable data services, explicitly-defined data variables are crucial for usability, aligning with FAIR principles. Poorly-aligned semantic resources, though, complicate cross-disciplinary use. Despite progress, the terminology field faces new challenges like multilingualism, sustainable concepts, and reuse. Unified strategies are needed for vocabulary definition across research areas. Challenges include completeness variations, monolithic frameworks, and limited curation. Åoftware designs for semantic artifacts must tackle data quality requirements.

Keywords

energyforecasting, machinelearning, predictivemaintenance, AImodels, EOÅCservices, HVACindustry, data-driven

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  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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