Application of artificial neural networks in prediction of pyrolysis behavior for algal mat (lablab) biomass

• Main Authors: Mayol, Andres Philip, Maningo, Jose Martin Z., Chua-Unsu, Audrey Gayle Alexis Y., Felix, Charles B., Rico, Patricia I., Chua, Gundelina S., Manalili, Eduardo V., Fernandez, Dalisay DG, Cuello, Joel L., Bandala, Argel A., Ubando, Aristotle T., Madrazo, Cynthia F., Dadios, Elmer P., Culaba, Alvin B.
• Format: text
• Published: Animo Repository 2019
• Subjects: Pyrolysis; Microbial mats; Thermogravimetry; Neural networks (Computer science); Electrical and Computer Engineering; Electrical and Electronics
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/1922
• Institution: De La Salle University

Pyrolysis kinetics is one way to produce bio-oil and biochar from a biomass product. It is a method to harvest clean energy from a biomass product. Moreover, kinetics and thermal composition of the biomass product is essential for pyrolysis design and optimization. However, industrial pyrolysis proc...