Apparatus and method for controlling spatially selective air sampling

An apparatus for controlling spatially selective air sampling, the apparatus comprising:

• a processor;
• and
• a memory configured to store an instruction executed by the processor,
• wherein the processor uses a multimodal sensing value for at least one space to generate color palette data of a unified data space having pixel brightness corresponding to signal intensity of the multimodal sensing value.

A method of controlling spatially selective air sampling, the method comprising:

• detecting, by a sensing unit, a multimodal sensing value for at least one space;
• collecting, by a diagnostic module, fine suspended materials in air of the space and diagnosing a composition of the fine suspended materials;
• generating, by a processor, color palette data in a unified data space having pixel brightness corresponding to signal intensity of the multimodal sensing value using the multimodal sensing value;
• mapping, by the processor, the color palette data to a diagnostic result of the diagnosis module;
• and
• performing, by a processor, inference, based on the color palette data and the diagnostic result using a learning model, controlling an air adjuster for each space according to an inference result, and transferring the air to the diagnosis module.