Multicomponent systems are representative of the most common real situations as many industrial discharges contain a mixture of several pollutants. This study examines the concurrent adsorption of phenol (PHE) and ciprofloxacin (CIP) onto three types of polyethylene terephthalate microplastics (PET MPs): pristine, acid-modified, and thermal-oxidatively aged. Using extended Langmuir (EL), extended Freundlich (EF) isotherms, and a new artificial neural network (ANN) model, equilibrium adsorption capacities were predicted. The EL isotherm fit for pristine and aged PET MPs, while EF fit for modified PET MPs. Monolayer adsorption capacities ranged from 342.10–3715.73 mg/g for PHE and 2518.23–14498.79 mg/g for CIP, exceeding single-component adsorption. The ANN model used one hidden layer with 3 neurons for pristine and aged PET MPs, and 2 hidden layers with five neurons for modified PET MPs, with a hyperbolic tangent activation function. Models showed excellent performance metrics, including R2 values of 0.989–0.999, RMSE of 0.001–0.413, and AAE of 0.009–0.327. Synergistic interactions were observed in the binary system, with PET MPs showing higher selectivity toward CIP. The study demonstrates the effectiveness of PET MPs for binary adsorption of PHE and CIP in aqueous solutions, highlighting their potential for multicomponent pollutant removal.
Research Article
Modeling of multicomponent adsorption equilibria of phenol and ciprofloxacin on pristine, acid-modified and thermo-oxidatively-aged polyethylene terephthalate microplastics
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- 07 October 2024, e21
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The missing consensus: An analysis of problem definitions and key motivations in the first zero draft for a global plastics treaty
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- 03 October 2024, e22
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Perspective
How small a nanoplastic can be? A discussion on the size of this ubiquitous pollutant
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- 03 October 2024, e23
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The Zero Draft Plastics Treaty: Gaps and challenges
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- 08 October 2024, e24
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Sources of nanoplastic and microplastic pollution which are hidden in plain sight
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- 09 October 2024, e25
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Against the clock to address plastic pollution: Critical challenges to elaborate a comprehensive and ambitious Plastic Treaty
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- 18 October 2024, e26
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The good, the bad and the ugly: Critical insights on the applications of microbes in microplastic degradation
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- 10 October 2024, e27
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Troubled water: Tracing the plastic tide on Sierra Leone’s beaches
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- 11 November 2024, e28
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The contribution of global waste picker organizations in responding to the plastic pollution crisis
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- 11 November 2024, e29
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Low-cost, high-throughput quantification of microplastics released from textile wash tests: Introducing the fibre fragmentation scale
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- 19 November 2024, e30
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