Syngas production optimization from biomass gasification using surrogate model integrated with genetic algorithm

Design and Optimization of a Biogas Upgradation to Biomethane using Sabatier Process

Methanation of Carbon dioxide via the Sabatier process is simulated in Aspen Plus Software. Detailed P&ID along with economic analysis of plant were done.

Reinforcement Learning for Chemical Process Control

Applied Deep Reinforcement Learning algorithm Deep-Q-Network(DQN) for process control. Reinforcement Learning model was used to control Height of a tank.

Process Monitoring, Fault Detection and Diagnosis

Fault diagnosis method using LSTM neural network on TEP benchmark. Training with raw process data, LSTM provides accurate fault identification and analysis..

Bioethanol from sawdust through Acid Hydrolysis and Fermentation

Bioethanol production involves biomass pretreatment, acid hydrolysis, fermentation and distillation with saccharification for cellulose containing materials.

Activated Charcoal using coconut shell

Activated carbon from coconut shells through chemical activation with Potassium Hydroxide with high density, purity, and durability.