Artificial Intelligence Method

Moisture content determination employs various official methods, which include the following:

Gravimetric Method:

  • Samples are weighed before and after being dried in an oven or hot air bath.
  • The percentage of moisture content is calculated based on the weight loss ratio.

Karl Fischer Titration:

  • A chemical reaction between a sample and Karl Fischer reagent is used to determine the moisture content.
  • The endpoint of the titration is indicated by a color change or electrochemical signal.

Neutron Activation Analysis:

  • Samples are irradiated with neutrons, emitting gamma rays that are analyzed to determine moisture content.
  • This method is particularly useful for analyzing small or inaccessible samples.

Electrical Impedance Method:

  • Moisture content is measured by passing an electric current through a sample and analyzing the impedance.
  • Higher moisture content results in lower impedance.

Microwave Oven Drying Method:

  • Samples are placed in a microwave oven and heated until dry.
  • The weight loss ratio is used to calculate moisture content.
    • Artificial Intelligence (AI) Method:

      • Involves using AI algorithms to analyze sensor data and predict moisture content based on historical data and sample characteristics.
      • AI models learn from data patterns and can improve accuracy over time.