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.