Influences of fractal dimension (D-f) of membrane surface on interfacial interactions related to membrane fouling in a membrane bioreactor were investigated based on thermodynamic methods. It was found that membrane surface had significant fractal features, and its fractal dimension could be characterized by the power spectrum method. The modified Weierstrass-Mandelbrot (WM) function was found to be effective to model the fractal membrane surface, and higher Df corresponded to higher number of fine asperities in the modeled surface. Moreover, the modeled surface roughness exponentially decreased with D-f Interaction calculations according to a novel method showed that the interactions for fractal membrane surface were elongated and weakened as compared with smooth membrane surface. It was interestingly found that the absolute value of total interaction monotonically decreased with D-f of membrane surface. As D-f is a measure of substance stiffness, this result indicates that softer surface is more susceptible to adhesion by sludge foulant. The results offered new insights into membrane fouling mechanisms and alleviation. (C) 2017 Elsevier Inc. All rights reserved.
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Feng, Shushu
Yu, Genying
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Yu, Genying
Cai, Xiang
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Cai, Xiang
Eulade, Mahoro
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Eulade, Mahoro
Lin, Hongjun
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Lin, Hongjun
Chen, Jianrong
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Chen, Jianrong
Liu, Yong
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Zhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Liu, Yong
Liao, Bao-Qiang
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Sci Res Inst, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Teng, Jiaheng
Shen, Liguo
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Shen, Liguo
He, Yiming
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Zhejiang Normal Univ, Dept Mat Phys, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
He, Yiming
Liao, Bao-Qiang
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Liao, Bao-Qiang
Wu, Guosheng
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Wu, Guosheng
Lin, Hongjun
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhejiang Normal Univ, Inst Phys Chem, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhao, Leihong
Qu, Xiaolu
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Zhejiang Normal Univ, Inst Phys Chem, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Qu, Xiaolu
Zhang, Meijia
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhang, Meijia
Lin, Hongjun
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Lin, Hongjun
Zhou, Xiaoling
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhou, Xiaoling
Liao, Bao-Qiang
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Liao, Bao-Qiang
Mei, Rongwu
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Environm Sci Res & Design Inst Zhejiang Prov, Hangzhou 310007, Zhejiang, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Mei, Rongwu
Hong, Huachang
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
机构:
Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Qu, Xiaolu
Cai, Xiang
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Cai, Xiang
Yu, Genying
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Yu, Genying
Chen, Jianrong
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Chen, Jianrong
Hong, Huachang
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Hong, Huachang
Su, Xiaomei
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Su, Xiaomei
He, Yiming
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Zhejiang Normal Univ, Dept Mat Phys, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
He, Yiming
Liao, Bao-Qiang
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Liao, Bao-Qiang
Ma, Yuanjun
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Ma, Yuanjun
Lin, Hongjun
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
机构:
Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhejiang Normal Univ, Inst Phys Chem, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhao, Leihong
Wang, Fangyuan
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Wang, Fangyuan
Weng, Xuexiang
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Weng, Xuexiang
Li, Renjie
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Li, Renjie
Zhou, Xiaoling
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Zhou, Xiaoling
Lin, Hongjun
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Lin, Hongjun
Yu, Haiying
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Zhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R ChinaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China
Yu, Haiying
Liao, Bao-Qiang
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Lakehead Univ, Dept Chem Engn, 955 Oliver Rd, Thunder Bay, ON P7B 5E1, CanadaZhejiang Normal Univ, Coll Geog & Environm Sci, Jinhua 321004, Peoples R China