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Conceptual Strong squanders and fluid effluents are an extraordinary threat and have turned into an impressive social issue. Numerous nations, including India, find it challenging to have control over it. Removal of profoundly colored water and metropolitan solid waste is an issue for city organizers. In the current review, an endeavor has been made to change putrescible vegetable waste into phosphoric corrosive actuated carbon (PAAC) for the expulsion of methyl violet from its watery arrangement. The characterization of the enacted carbon was completed utilizing different physico-compound strategies and described with FT-IR, SEM, EDAX, and BET surface region examination. A cluster mode adsorption study was utilized to concentrate on the productivity of PAAC to eliminate methyl violet from its fluid arrangement. To streamline the review, a great delegate model called counterfeit brain organization (ANN) was utilized, utilizing feed-forward-back engendering calculations. A correlation of exploratory and ANN information was completed for the impact of pH, adsorbent measurements, starting color focus, and time. It was found that the ANN model anticipated the effective adsorption of methyl violet onto PAAC. Keywords: counterfeit brain organization, Adsorption, Actuated carbon, Surface region, Acidic color, Fundamental color