Innovating HVAC Industry with AI Models: The PreMaCOOL Journey

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.

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