Figure 4. Extension ideas of ML-based fermentation design and process optimization. (IMAGE)

Nanjing Agricultural University The Academy of Science

Figure 4. Extension ideas of ML-based fermentation design and process optimization.

Caption

In recent years, new strategies such as automatic control, data mining, transfer learning, hybrid model building and soft sensor construction have enhanced the adaptability of ML in designing and optimizing the complex fermentation system, which represent the future direction of this field.

Credit

The authors

Usage Restrictions

Credit must be given to the creator.

License

CC BY

Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.