Application of various machine learning models for process stability of bio-electrochemical anaerobic digestion

A Cheon, J Sung, H Jun, H Jang, M Kim, J Park - Processes, 2022 - mdpi.com
The application of a machine learning (ML) model to bio-electrochemical anaerobic
digestion (BEAD) is a future-oriented approach for improving process stability by predicting …

Anaerobic digestion process modeling under uncertainty: A narrative review

Z Barahmand, G Samarakoon - … and Management. 2023. Vol. 8. Iss. 1, 2023 - elar.urfu.ru
Growing concern about global climate change has led to considerable interest in
investigating renewable energy sources such as the biological conversion of biomass to …

Diagnosis and monitoring of volatile fatty acids production from raw cheese whey by multiscale time-series analysis

A Lara-Musule, E Alvarez-Sanchez, G Trejo-Aguilar… - Applied Sciences, 2021 - mdpi.com
Anaerobic treatment is a viable alternative for the treatment of agro-industrial waste.
Anaerobic digestion reduces organic load and produces volatile fatty acids (VFA), which are …

Software sensor for online estimation of the VFA's concentration in anaerobic digestion processes via a high-order sliding mode observer

G Lara-Cisneros, D Dochain - Industrial & Engineering Chemistry …, 2018 - ACS Publications
This paper deals with the design of a software sensor based on a high-order sliding mode
observer (HOSMO) for online estimation of the concentration of volatile fatty acids (VFA's) in …

A novel approach for benchmarking and assessing the performance of state estimators

L Das, G Kumar, R Rengaswamy, B Srinivasan - ISA transactions, 2018 - Elsevier
State estimation is a widely adopted soft sensing technique that incorporates predictions
from an accurate model of the process and measurements to provide reliable estimates of …

Development and bench-scale optimisation of a reactor system for rumen-based anaerobic digestion

GL Meyer - 2021 - etd.cput.ac.za
Biomass is becoming an important feedstock to be used in anaerobic digesters throughout
the world due to its abundance and fast growth. Most common anaerobic digesters do not …