STM
Journals
—
Open Access
Special Issue
Topic

Prediction of wastewater quality indicators

Guest Editor:

        • Abstract Submission Deadline : 30/11/2023

        Manuscript Submission Deadline : 25/12/2023

        [This article belongs to Special Issue Prediction of wastewater quality indicators under section ijpcip, ijpcip in (ijpcip, ijpcip)]

        Special Issue Description

        Models created utilizing data mining techniques are suggested for forecasting the following wastewater quality indicators: biochemical and chemical oxygen demand, total suspended particles, total nitrogen, and total phosphorus at the intake to the wastewater treatment plant (WWTP). The models are built using data from prior time steps and daily wastewater intakes. Additionally, separate prediction systems are offered, which can be employed if the monitoring equipment stops working. Artificial neural networks (ANN) of the multilayer perceptron type coupled with the categorization model (SOM), as well as cascading neural networks, were used to construct models of wastewater quality indicators (CNN).ANN+SOM produced the lowest absolute and relative error values, whereas the MARS technique yielded the greatest error values. It was demonstrated that using the two created independent prediction methods, it is possible to get continuous predictions of particular wastewater quality indicators for the examined WWTP. When wastewater quality monitoring systems are down for repair or become inoperative, such models can guarantee dependable WWTP operation.

        Editor Keywords

        Quality indicators
        Phosphorus
        Artificial neural networks
        Wastewater
        Biochemical
        Chemical oxygen demand
        Nitrogen
        Multilayer perceptron

        Manuscript Submission information

        Manuscripts should be submitted online by registering and logging in to this link. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed.
        Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent on email address:[email protected] for announcement on this website.

        Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page.

        Participating journals:

        Journal Name

        International Journal of Prevention and Control of Industrial Pollution, International Journal of Prevention and Control of Industrial Pollution

        Abbrivation

        ijpcip, ijpcip

        ISSN

        Since

        APC

          $