Molecular insights into the mechanism and the efficiency-structure relationship of phosphorus removal by coagulation

被引:39
作者
Chu, Yong-Bao [1 ]
Li, Min [1 ]
Liu, Jin-Wei [2 ,3 ]
Xu, Wei [2 ,3 ]
Cheng, Shi-Han [2 ,3 ]
Zhao, Hua-Zhang [2 ,3 ]
机构
[1] Qingdao Univ Sci & Technol, Dept Environm & Safety Engn, Qingdao 266042, Peoples R China
[2] Peking Univ, Dept Environm Engn, Beijing 100871, Peoples R China
[3] Minist Educ, Key Lab Water & Sediment Sci, Beijing 100871, Peoples R China
关键词
Phosphorus removal; Organophosphate; Coagulation; Molecular dynamics simulation; QSAR; QUANTITATIVE STRUCTURE-ACTIVITY; WASTE-WATER; ORGANOPHOSPHORUS COMPOUNDS; DYNAMICS SIMULATION; QSAR MODELS; PHOSPHATE; AMMONIUM; DESCRIPTORS; WASTEWATERS; ADSORPTION;
D O I
10.1016/j.watres.2018.10.006
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Types and structures of phosphorus compounds influence the removal of phosphorus by coagulation. Until now, the molecular -level interaction between coagulants and phosphorus (especially organophosphates) and the relationship between removal efficiency and phosphorus structure have not been clear. This work investigated the removal of phosphorus with different structures using conventional coagulants (poly aluminum chloride (PACI) and polymerized ferric sulfate (PFS)) and a novel covalentlybound inorganic organic hybrid coagulant (CBHyC). CBHyC removed more than 98% of phosphate and most of organophosphates, had more stable performance than PACT and PFS, and was less affected by pH, initial phosphorus concentration, and co-occurring materials. Molecular dynamics simulation demonstrated that CBHyC removed phosphorus mainly through electrostatic attraction and hydrophobic interaction. Furthermore, this work established QSAR (quantitative structure activity relationship) models for removal efficiency and organophosphate structure for the first time. The model showed that atomic charges of phosphorus atoms (Q(p)) and hydrogen atoms (Q(H)(+)) in the system and the energy gap (Delta E-MO) affected electronegativity and hydrophobicity, thus influencing organophosphate removal efficiency. The model had high fitting precision and good predictive ability and has the potential to greatly reduce the cost of optimizing processes and conditions for phosphorus removal. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:195 / 203
页数:9
相关论文
共 44 条
[11]   Beware of q2! [J].
Golbraikh, A ;
Tropsha, A .
JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2002, 20 (04) :269-276
[12]   Principles of QSAR models validation: internal and external [J].
Gramatica, Paola .
QSAR & COMBINATORIAL SCIENCE, 2007, 26 (05) :694-701
[13]   Molecular dynamics simulation of uranyl(VI) adsorption equilibria onto an external montmorillonite surface [J].
Greathouse, JA ;
Cygan, RT .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2005, 7 (20) :3580-3586
[14]   α-Fe2O3 nanorings prepared by a microwave-assisted hydrothermal process and their sensing properties [J].
Hu, Xianluo ;
Yu, Jimmy C. ;
Gong, Jingming ;
Li, Quan ;
Li, Guisheng .
ADVANCED MATERIALS, 2007, 19 (17) :2324-+
[15]   Prediction of rate constants for the reactions of alkanes with the hydroxyl radicals [J].
Huang, Xianwei ;
Yu, Xinliang ;
Yi, Bing ;
Zhang, Shihua .
JOURNAL OF ATMOSPHERIC CHEMISTRY, 2012, 69 (03) :201-213
[16]   QSAR models for oxidative degradation of organic pollutants in the Fenton process [J].
Jia, Lijuan ;
Shen, Zhemin ;
Guo, Weimin ;
Zhang, Yanan ;
Zhu, Huichen ;
Ji, Wenchao ;
Fan, Maohong .
JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2015, 46 :140-147
[17]   Development and testing of the OPLS all-atom force field on conformational energetics and properties of organic liquids [J].
Jorgensen, WL ;
Maxwell, DS ;
TiradoRives, J .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1996, 118 (45) :11225-11236
[18]   Use of iron oxide particles as adsorbents to enhance phosphorus removal from secondary wastewater effluent [J].
Kang, SK ;
Choo, KH ;
Lim, KH .
SEPARATION SCIENCE AND TECHNOLOGY, 2003, 38 (15) :3853-3874
[19]   Quantum-chemical descriptors in QSAR/QSPR studies [J].
Karelson, M ;
Lobanov, VS ;
Katritzky, AR .
CHEMICAL REVIEWS, 1996, 96 (03) :1027-1043
[20]   Removal of phosphate from secondary effluent with Fe2+ enhanced by H2O2 at nature pH/neutral pH [J].
Li, Chunjuan ;
Ma, Jun ;
Shen, Jimin ;
Wang, Peng .
JOURNAL OF HAZARDOUS MATERIALS, 2009, 166 (2-3) :891-896