Control of Microplastics and Nanoplastics Discharge via Biochar-Based Filtration: Optimization Using Central Composite Design (CCD) and Identification of Column Fouling Mechanism

IF 1.5 Q4 ENGINEERING, ENVIRONMENTAL
Muhammad Adli Hanif, Naimah Ibrahim, Farrah Aini Dahalan, Umi Fazara Md. Ali, Ayu Wazira Azhari, Masitah Hasan, Nabilah Aminah Lutpi, Mohamed Hasnain Isa
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引用次数: 0

Abstract

Microplastics (MPs) and nanoplastics (NPs) are emerging aquatic pollutants of significant environmental concern due to their pervasive hazards. Filtration using filter media is a common approach for mitigating MP and NP contamination; however, the optimization of process parameters and the underlying column fouling mechanisms remains insufficiently explored. This study investigates the optimization of MP and NP removal using surface-engineered biochar in a continuous-flow column system via response surface methodology (RSM) employing central composite design (CCD). Four operating parameters were evaluated: pH (3–11), MP and NP concentration (0.01–0.09 g/L), flow rate (5–9 mL/min), and biochar bed depth (5–15 cm). Optimal removal efficiency was achieved at pH 7, MP and NP concentration of 0.01 g/L, 7 mL/min flow rate, and 10 cm biochar bed depth, yielding removal efficiencies of 93.75% (measured by turbidity method) and 93.07% (estimated by gravimetric method). Analysis of variance (ANOVA) confirmed the model's significance, with a high coefficient of determination (R2) observed between predicted and actual data. All tested parameters and two interacting parameters, (i) concentration-flow rate and (ii) flow rate-biochar bed depth, significantly influenced MP and NP removal efficiency. Prolonged operation under optimal conditions induced fouling of biochar-packed bed, and an evaluation using Hermia's model, assuming uniform bed porosity and filtration as the main removal mechanism, indicated the presence of standard blocking, intermediate blocking, and cake filtration as primary fouling mechanisms. This study highlights the potential of surface-engineered biochar as a promising filter media for efficient MP and NP removal while providing insights into the column fouling dynamics.

Abstract Image

生物炭基过滤控制微塑料和纳米塑料排放:中心复合设计优化及柱结垢机理识别
微塑料(MPs)和纳米塑料(NPs)是新兴的水生污染物,由于其普遍存在的危害而引起了重大的环境关注。使用过滤介质进行过滤是减轻MP和NP污染的常用方法;然而,工艺参数的优化和潜在的柱结垢机理仍未得到充分的探讨。本研究采用响应面法(RSM),采用中心复合设计(CCD)研究了表面工程生物炭在连续流柱系统中去除MP和NP的优化。评估4个操作参数:pH(3-11)、MP和NP浓度(0.01-0.09 g/L)、流速(5-9 mL/min)和生物炭床深度(5-15 cm)。在pH为7、MP和NP浓度为0.01 g/L、流速为7 mL/min、炭床深度为10 cm的条件下,去除率分别为93.75%(浊度法测定)和93.07%(重量法测定)。方差分析(ANOVA)证实了模型的显著性,预测数据与实际数据之间存在较高的决定系数(R2)。所有测试参数以及(i)浓度-流速和(ii)流速-生物炭床深度这两个相互作用参数对MP和NP的去除效率均有显著影响。在最佳条件下长时间运行导致生物炭填料床污染,采用Hermia模型(假设均匀床层孔隙率和过滤为主要去除机制)进行评价,发现标准堵塞、中间堵塞和滤饼过滤是主要污染机制。该研究强调了表面工程生物炭作为高效去除MP和NP的有前途的过滤介质的潜力,同时提供了对色谱柱污染动力学的见解。
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来源期刊
Environmental Quality Management
Environmental Quality Management Environmental Science-Management, Monitoring, Policy and Law
CiteScore
2.20
自引率
0.00%
发文量
94
期刊介绍: Four times a year, this practical journal shows you how to improve environmental performance and exceed voluntary standards such as ISO 14000. In each issue, you"ll find in-depth articles and the most current case studies of successful environmental quality improvement efforts -- and guidance on how you can apply these goals to your organization. Written by leading industry experts and practitioners, Environmental Quality Management brings you innovative practices in Performance Measurement...Life-Cycle Assessments...Safety Management... Environmental Auditing...ISO 14000 Standards and Certification..."Green Accounting"...Environmental Communication...Sustainable Development Issues...Environmental Benchmarking...Global Environmental Law and Regulation.
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