Fuzzy Logic and AI Hybrid Prediction System to Evaluate Carbon Dioxide Fixation by Microalgae

Microalgae (MA) are critical elements of the maritime ecosystem and play an essential role in ecological equilibrium. Furthermore, MAs are quite important financially. Nevertheless, MAs are too tiny, and just one droplet of seawater comprises a diverse range of MA types. Tracking and recognizing shifts in the types of MA is a hard endeavor. Considering the current challenges that the innovation faces, it is expected that the employment of MA fixed CO2 techniques in certain areas would result in a more optimal MA carbon sequestration procedure in the next years. Moreover, it provides a solid foundation and an advantageous structure for attaining environmentally friendly, low-carbon, and effective power usage, as well as completely executing sustainable growth and gradually moving toward the carbon maximum and carbon-neutral status.