Dr Haixia Liu's Outputs (2)

Application of machine learning for FOS/TAC soft sensing in bio-electrochemical anaerobic digestion (2025)
Journal Article

This study explores the application of various machine learning (ML) models for the real-time prediction of the FOS/TAC ratio in microbial electrolysis cell anaerobic digestion (MEC-AD) systems using data collected during a 160-day trial treating bre... Read More about Application of machine learning for FOS/TAC soft sensing in bio-electrochemical anaerobic digestion.

A systematic review of machine-learning solutions in anaerobic digestion (2023)
Journal Article

The use of machine learning (ML) in anaerobic digestion (AD) is growing in popularity and improves the interpretation of complex system parameters for better operation and optimisation. This systematic literature review aims to explore how ML is curr... Read More about A systematic review of machine-learning solutions in anaerobic digestion.