0
Article ? AI-assigned paper type based on the abstract. Classification may not be perfect — flag errors using the feedback button. Tier 2 ? Original research — experimental, observational, or case-control study. Direct primary evidence. Policy & Risk Remediation Sign in to save

Performance of polyvinyl alcohol graphene oxide membrane for microplastic removal in wastewater with an IoT based monitoring approach

Scientific Reports 2025 5 citations ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 53 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
S. Vijayshanthy, E. B. Priyanka, Senthilkumar Thangavel, R. Anand, G.B. Bhavana, Baseem Khan, K. Meena Alias Jeyanthi

Summary

Researchers developed a polyvinyl alcohol-graphene oxide membrane combined with IoT-based real-time monitoring to improve microplastic removal from wastewater treatment plants. Conventional treatment plants in the study achieved only about 84% microplastic removal, leaving significant amounts entering natural water bodies. The membrane filtration system coupled with continuous monitoring showed promise for improving microplastic capture rates in wastewater treatment.

Study Type Environmental

In this study, microplastics (MPs) source, movement and final disposition in wastewater treatment plants (WWTPs) and its ultimate release into natural water bodies are investigated. It seeks to exploit this to devise a systematic procedure for identifying the presence of MPs, the primary and secondary sources of MPs, and their behavior in wastewater. It also discusses pre-treatment processes, analytical methods, multiple sampling methods, among others, for quantifying microplastics in WWTPs. Real time operation-based experimental results indicate that the average removal efficiency of microplastics in the evaluated WWTPs was around 84%. Real time monitoring and analysis of the WWTPs was conducted in Erode where WWTPs were present in study. In this, we have implemented an IoT based system, for monitoring water quality using Data Aggregator Server in the cloud running task applications. The findings suggest that WWTPs are effective in removing a large proportion of microplastics, however smaller particles with low density are harder to remove through traditional treatment process means and end up in the environment. Therefore, membrane filtration and advanced oxidation processes may be utilized to overcome microplastic removal, and cost-effective solutions are important. Also, the research explores modification of existing polymer-based membranes, we modified PSF and GO membranes incorporating PVA or GO for improved efficiency with good economics. Real-time experimental outcomes were closely matched by the data analysis of the cloud-based virtual model for removal efficiency.

Sign in to start a discussion.

More Papers Like This

Article Tier 2

An evaluation of microplastics fate in the wastewater treatment plants: frequency and removal of microplastics by microfiltration membrane

This study assessed microplastic removal efficiency at a wastewater treatment plant in Iran and tested microfiltration membrane performance, finding that the membrane significantly improved microplastic removal beyond conventional treatment steps.

Article Tier 2

Towards an IOT Based System for Detection and Monitoring of Microplastics in Aquatic Environments

This paper proposes using Internet of Things (IoT) sensors to build a real-time monitoring network for microplastics in aquatic environments. Automated, continuous monitoring systems could provide much better spatial and temporal coverage than current sampling-based approaches.

Article Tier 2

A Review of the Current Research Status of Graphene for the Removal of Microplastics and Antibiotics from Water

This review assesses the potential of graphene-based materials for microplastic removal from water, evaluating adsorption mechanisms, removal efficiency across particle sizes, and scalability challenges for water treatment applications.

Article Tier 2

Evaluating the impact of innovative algae- based membrane bioreactors against the emerging microplastic crisisin combating water pollution

This study evaluated algae-based membrane bioreactors for removing microplastics and other emerging contaminants from wastewater, finding that combining algal biomass with membrane filtration improved MP removal efficiency compared to conventional biological treatment alone.

Article Tier 2

Effectiveness of conventional municipal wastewater treatment plants in microplastics removal: Insights from multiple analytical techniques

Researchers evaluated the effectiveness of conventional municipal wastewater treatment plants in removing microplastics across multiple treatment stages, finding removal efficiencies of 70–90% but documenting that billions of particles still pass through in final effluent daily.

Share this paper