Advanced Wastewater Treatment Using Chitosan Derivatives: A Comprehensive Guide to Bio-Adsorbents and Predictive Modelling Techniques in Environmental
暫譯: 高級廢水處理技術:利用幾丁糖衍生物的生物吸附劑與環境預測模型技術的綜合指南
Igberase, Ephraim, Mkhize, Innocentia G., Rutto, Hilary Limo
相關主題
商品描述
This book presents a novel fusion of environmental science, materials engineering, and intelligent modeling tools in order to provide a thorough investigation of advanced wastewater treatment employing chitosan derivatives. It focuses on employing chemically modified chitosan, a sustainable and biodegradable bio-adsorbent, to adsorb contaminants, including colors and heavy metals, from both manufactured and natural wastewater. This book's distinctive strength is the way it combines three potent predictive tools: the adaptive neuro-fuzzy inference system (ANFIS), which combines the advantages of fuzzy logic and neural networks, response surface methodology (RSM) for statistical optimization, and artificial neural networks (ANNs) for capturing intricate nonlinear relationships. Case examples, model comparisons, performance data, and software applications utilizing programs like MATLAB, R, and Design-Expert are used to properly demonstrate each technique. With step-by-step instructions, experimental data, and useful insights, this book, which is intended for both scholars and practitioners, links theory and practice. By relating wastewater treatment techniques to green chemistry and the circular economy, it also highlights sustainability. This book gives you the information and resources you need to predict, optimize, and implement environmentally sustainable wastewater solutions using cutting-edge computational techniques, regardless of your background--student, academic, or professional.
商品描述(中文翻譯)
本書呈現了一種新穎的環境科學、材料工程與智能建模工具的融合,旨在對利用幾丁糖衍生物進行的先進廢水處理進行徹底調查。它專注於使用化學改性幾丁糖,這是一種可持續且可生物降解的生物吸附劑,來吸附來自製造和自然廢水中的污染物,包括顏色和重金屬。本書的獨特優勢在於它結合了三種強大的預測工具:自適應神經模糊推理系統(ANFIS),結合了模糊邏輯和神經網絡的優點;響應面方法(RSM)用於統計優化;以及人工神經網絡(ANNs)用於捕捉複雜的非線性關係。案例示例、模型比較、性能數據以及利用 MATLAB、R 和 Design-Expert 等程序的軟體應用被用來充分展示每種技術。這本書提供逐步指導、實驗數據和有用的見解,旨在將理論與實踐聯繫起來,適合學者和實務工作者。通過將廢水處理技術與綠色化學和循環經濟相關聯,它還突顯了可持續性。本書為您提供了預測、優化和實施環境可持續廢水解決方案所需的信息和資源,無論您的背景是學生、學術界還是專業人士。