Development of a low-cost electrochemical sensor for monitoring components in wastewater treatment processes.
Rafael Frederico FonsecaMarcelo ZaiatPublished in: Environmental technology (2022)
Anaerobic digestion (AD) is a complex biological process widely used to decompose various types of organic matter, as well as to produce some metabolites and biogas. Diverse microorganism groups cooperate in many intricate metabolic routes so that organic matter can be degraded. However, any imbalance on these routes can lead to process instability or even failure. Therefore, a proper monitoring system, as well as a good understanding of the process, are key steps to improve performance and stability. Several mathematical models have been developed to represent AD. Despite this, process monitoring is mostly conducted by analytical methods, whose equipment is either expensive or the analyses are time-consuming, which may be a hindrance to low-budget developments. The objective of this study was to develop a low-cost electrochemical sensor to monitor components in wastewater treatment plants. Hundreds of synthetically supplemented sugarcane vinasse and synthetic domestic sewage samples were characterised. The obtained signals were used to calibrate principal component regression, partial least square and artificial neural network estimation models. The predictable variables were chemical oxygen demand, volatile fatty acids, sodium bicarbonate, beef extract, and lipids, and their R 2 ranged from 0.84 to 0.99, depending on the component.
Keyphrases
- wastewater treatment
- low cost
- antibiotic resistance genes
- organic matter
- anaerobic digestion
- neural network
- fatty acid
- gold nanoparticles
- sewage sludge
- microbial community
- ionic liquid
- oxidative stress
- ms ms
- molecularly imprinted
- municipal solid waste
- high resolution
- liquid chromatography
- label free
- anti inflammatory