INTEGRATED ARTIFICIAL INTELLIGENCE TECHNIQUES APPLICATION FOR WASTEWATER pH CONTROL
| Autor: | Maria-Elisabeta Oprea, Madalina Carbureanu |
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| Jazyk: | angličtina |
| Rok vydání: | 2023 |
| Předmět: | |
| Zdroj: | Romanian Journal of Petroleum & Gas Technology, Vol 4, Iss 2, Pp 85-96 (2023) |
| Druh dokumentu: | article |
| ISSN: | 2734-5319 2972-0370 |
| DOI: | 10.51865/JPGT.2023.02.09 |
| Popis: | The control of the pH neutralization process has a decisive role in many industrial branches, as: wastewater treatment, biotechnology, pharmaceutical industry, chemical processing, etc. However, the pH neutralization process is a difficult one to control, due to time-varying process parameters, its high non-linearity and to the sudden variation of the pH around the equivalence point. The paper presents a device and an integrated application that uses artificial intelligence (IA) developed for dosage of the necessary reactants in wastewater pH control. The AI techniques were integrated into the application by developing an expert system (ES). For this purpose, were used the necessary if-then rules (rules that make up the inference engine (IE) of the ES) related to the flowrates of the reactants necessary for wastewater pH neutralization. The ES knowledge base (KB) was built based on the recorded pH values. The hardware component (the device) was created using the Arduino equipment. |
| Databáze: | Directory of Open Access Journals |
| Externí odkaz: |
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