CLODES Clouds Detection Expert System

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CLODES is an essential building block as source for AWOS in order to achieve unmanned weather
observation in airport environment.

Key benefits:
• Fully automated weather observation tasks: workload reduction of aeronautical weather observers
that reduce human factor influence
• Compact form factor for flexible deployment in limited spaces or existing facilities
• Fully interoperable system thanks to its data collection, storage and distribution
• High accuracy in sky conditions evaluation

Main technical features and overview:
• Special clouds classes recognition: Cumulus, Cowering cumulus, Cumulonimbus
• Clouds coverage provided in accordance with WMO no.407 and ICAO Standards: from 0 oktas to 8 oktas
• Data can be stored with environmental information in a database for subsequent neural network training refinement
• Observation range up to 16 km and 360° wide sky observation

Facilities for training the AI model:
CLODES AI model can be trained and refined thanks to a user-friendly HMI developed with the support of aeronautical weather forecasters. Main window shows spherical and cylindric images and the corresponding evaluation generated by the AI interpretative model. Results analysis is performed by the user that have the possibility to display, on the images themselves, multiple ceilometers data and position, ephemerides of sun and moon, as well as compass information. It is also possible to display real-time images, their relative interpretation with the latest data about clouds heights (every 30 seconds).

Interfaces:
• RJ45 Ethernet interface

Technical Features:
• Dimensions: 400 mm x 400 mm x 300 mm
• Weight: 2 kg
• Equipped with Full HD camera @30fps
• Based on CNN/CV Library
• Low Power consumption
• Neural computing open-source based
• Data collection in dedicated database
• Observation range: 16 km maximum
• Protection grade: IP66
• Nano-tech protected dome
• Dome brushing (optional)
• Dedicated HMI for AI model training

Regulations and Certifications:
CLODES is CE certified in compliance with the following standards and regulations:
• EN 61326-1:2013 Electrical equipment for measurement, control and laboratory use - EMC requirements
• EN 50581: 2012 Technical documentation for the assessment of electrical and electronic products with respect to the restriction of hazardous substances.
• ICAO Annex 3, Doc. 8896, standards
• WMO No 8, No 306, No 731, No 732 Guides
• 2017/373 European regulation

 

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