One of the most critical issues encountered in membrane-based separation processes is permeate flux decline in a system operating for a long period. The particles in the feed solution tend to foul the membrane surface or membrane pores, which results in pore blocking and/or cake formation on the surface. In this regard, the use of membrane cleaning techniques for the membrane flux restoration has gained more attention. Ultrasonic (US) irradiation is an alternative technique applied to the feed solution passing across the membrane surface to either prevent the fouling formation (fouling control) or dislodge the foulants (surface cleaning). Ultrasonic cleaning mechanisms are based on sound waves travelling through the liquid, which leads to physical and chemical effects. This cleaning technique is an environmentally friendly process in which no chemical or biological agents are used. This article briefly reviews different types of fouling and classes of foulants, fouling evolution mechanisms, mathematical modelling of fouling, surface cleaning and fouling control strategies, with the emphasis on ultrasound-assisted fouling control process as an innovative cleaning method. The effect of the operational parameters on the performance of the US-assisted filtration processes, highlights, challenges, and future outlook of US cleaning will be discussed.

Fouling Control Membrane Cleaning Fouling Modelling Ultrasound Irradiation

Zhang R, Huang Y, Sun C, Xiaozhen L, Bentian X, Wang Z, Ultrason. Sonochem., 55, 341 (2019)
Chang YR, Lee YJ, Lee DJ, J. Taiwan Institute Chem. Eng., 94, 88 (2019)
Qasim M, Darwish NN, Mhiyo S, Darwish NA, Hilal N, Desalination, 443, 143 (2018)
Li H, Chen V, Membrane fouling and cleaning in food and bioprocessing, Mem. Tech. Publications, Oxford (2010).
Borea L, Naddeo V, Shalaby MS, Zarra T, Belgiorno V, Abdalla H, Shaban AM, Ultrasonics, 83, 42 (2018)
Shi X, Tal G, Hankins NP, Gitis V, J. Water Process. Eng., 1, 121 (2014)
Cai M, Li W, Liang HH, Chem. Eng. Process., 86, 30 (2014)
Hengl N, Jin Y, Pignon F, Baup S, Mollard R, Gondrexon N, Magnin A, Michot L, Paineau E, Ultrason. Sonochem., 21, 1018 (2014)
Thombre NV, Gadhekar AP, Patwardhan AV, Gogate PR, Ultrason. Sonochem., 62, 104891 (2020)
Latt KK, Kobayashi T, Ultrason. Sonochem., 13, 321 (2006)
Kyllonen HM, Pirkonen P, Nystrom M, Desalination, 181(1-3), 319 (2005)
Dassoff ES, Li YO, Trends Food Sci. Technol., 86, 492 (2019)
Alventosa-deLara E, Barredo-Damas S, Alcaina-Miranda MI, Iborra-Clar MI, Ultrason. Sonochem., 21, 1222 (2014)
Lujan-Facundo MJ, Mendoza-Roca JA, Cuartas-Uribe B, Alvarez-Blanco S, Ultrason. Sonochem., 33, 18 (2016)
Chen D, Weavers LK, Walker HW, Ultrason. Sonochem., 13, 379 (2006)
Camara HWD, Doan H, Lohi A, Ultrasonics, 108, 106206 (2020)
Lee KM, Doan H, Ein-Mozaffari F, Can. J. Chem. Eng., 98(8), 1648 (2020)
Hilal N, Ogunbiyi OO, Miles NJ, Nigmatullin R, Sep. Sci. Technol., 40(10), 1957 (2005)
Du X, Shi Y, Jegatheesan V, Haq IU, Membranes, 10, 24 (2020)
Brinck J, Jonsson AS, Jonsson B, Lindau J, J. Membr. Sci., 164(1-2), 187 (2000)
Liang R, et al., Fundamentals on adsorption, membrane filtration, and advanced oxidation processes for water treatment, Springer Publications, New York (2014).
Wang ZW, Ma JX, Tang CYY, Kimura K, Wang QY, Han XM, J. Membr. Sci., 468, 276 (2014)
Wakeman RJ, Williams CJ, Sep. Purif. Technol., 26(1), 3 (2002)
Shirazi S, Lin CJ, Chen D, Desalination, 250(1), 236 (2010)
Priyananda P, Chen V, J. Membr. Sci., 273(1-2), 58 (2006)
Ibrar I, Naji O, Sharif A, Malekizadeh A, Alhawari A, Alanezi AA, Altaee A, Water, 11, 695 (2019)
Li Q, Elimelech M, Environ. Sci. Technol., 38, 4683 (2004)
Mi BX, Elimelech M, J. Membr. Sci., 348(1-2), 337 (2010)
Katsoufidou IS, Sioutopoulos DC, Yiantsios SG, Karabelas AJ, Desalination, 264(3), 220 (2010)
Choi YJ, Kim SH, Jeong S, Hwang TM, Desalination, 336, 153 (2014)
Tijing LD, Woo YC, Choi JS, Lee S, Kim SH, Shon HK, J. Membr. Sci., 475, 215 (2015)
Qu FS, Liang H, Tian JY, Yu HR, Chen ZL, Li GB, Desalination, 293, 30 (2012)
Lim AL, Bai R, J. Membr. Sci., 216(1-2), 279 (2003)
Bagheri M, Mirbagheri SA, Bioresour. Technol., 258, 318 (2018)
Xu P, Drewes JE, Kim TU, Bellona C, Amy G, J. Membr. Sci., 279(1-2), 165 (2006)
Meng F, Zhang S, Oh Y, Zhou Z, Shin HS, Chae SR, Water Res., 114, 151 (2017)
Lee S, Cho JW, Elimelech M, J. Membr. Sci., 262(1-2), 27 (2005)
Kim AS, Contreras AE, Li QL, Yuan R, Langmuir, 25(14), 7815 (2009)
Klupfel AM, Frimmel FH, Desalination, 250(3), 1005 (2010)
Arkhangelsky E, Wicaksana F, Tang C, Al-Rabiah AA, Al-Zahrani SM, Wang R, Water Res., 46, 6329 (2012)
Liu YL, Mi BX, J. Membr. Sci., 407, 136 (2012)
Kim Y, Elimelech M, Shon HK, Hong S, J. Membr. Sci., 460, 206 (2014)
Radu AI, Bergwerff L, Van Loosdrecht MCM, Picioreanu C, Biofouling, 31, 83 (2015)
Zhao F, Xu K, Ren HQ, Ding LL, Geng JJ, Zhang Y, J. Membr. Sci., 486, 177 (2015)
Singh G, Song LF, J. Membr. Sci., 303(1-2), 112 (2007)
Lee H, Sep R, Kim J, Bioresour. Technol., 302, 122813 (2020)
Abdelrasoul A, Doan H, Lohi A, Can. J. Chem. Eng., 92(7), 1293 (2014)
Singh G, Song LF, J. Colloid Interface Sci., 284(2), 630 (2005)
Zhao P, Gao B, Yue Q, Liu P, Shon HK, J. Environ. Sci., 46, 55 (2016)
Lee J, Jeong S, Ye Y, Chen V, Vigneswaran S, Leiknes T, Liu ZW, Sep. Purif. Technol., 176, 323 (2017)
Jonsson C, Jonsson AS, J. Membr. Sci., 108(1-2), 79 (1995)
Jung CW, Son HJ, Kang LS, Desalination, 197(1-3), 154 (2006)
Hobbs C, Taylor J, Hong S, J. Water Supply: Res. Tech.AQUA, 55, 559 (2006)
Ramon GZ, Hoek EMV, J. Membr. Sci., 425, 141 (2013)
Hashino M, Katagiri T, Kubota N, Ohmukai Y, Maruyama T, Matsuyama H, J. Membr. Sci., 366, 3898 (2011)
Wang YN, Tang CYY, J. Membr. Sci., 376(1-2), 275 (2011)
Kosutic K, Kunst B, Desalination, 150(2), 113 (2002)
Nghiem LD, Hawkes S, Sep. Purif. Technol., 57(1), 176 (2007)
Hwang KJ, Liao CY, Tung KL, Desalination, 234(1-3), 16 (2008)
Zeng KL, Zhou J, Cui ZL, Zhou Y, Shi C, Wang XZ, Zhou LY, Ding XB, Wang ZH, Drioli E, Chin. J. Chem. Eng., 26(2), 268 (2018)
Qu FS, Liang H, Zhou J, Nan J, Shao SL, Zhang JQ, Li GB, J. Membr. Sci., 449, 58 (2014)
Ambrosi A, Cardozo NSM, Tessaro IC, Food Bio. Tech., 7, 921 (2014)
Sioutopoulos D, Karabelas A, Mappas V, Membranes, 9, 21 (2019)
Abdelrasoul A, Doan H, Lohi A, J. Membr. Sep. Technol., 2, 134 (2013)
Bolton GR, Boesch AW, Lazzara MJ, J. Membr. Sci., 279(1-2), 625 (2006)
Chen Z, Xiao T, Hu D, Xu J, Li X, Jia F, Wang H, Gu F, Su H, Zhang Y, Water Res., 135, 288 (2018)
Song L, Elimelech M, J. Chem. Soc.-Faraday Trans., 91, 3389 (1995)
Jain A, Sengupta S, De S, Food Bio. Tech., 11, 1012 (2018)
Song LF, J. Membr. Sci., 139(2), 183 (1998)
Jiang T, Kennedy MD, van der Meer WGJ, Vanrolleghem PA, Schippers JC, Desalination, 157(1-3), 335 (2003)
Hilal N, Al-Zoubi H, Darwish NA, Mohammad AW, Abu Arabi M, Desalination, 170(3), 281 (2004)
Iritani E, Dry. Technol., 31, 146 (2013)
Chang IS, Field R, Cui Z, Des. Water Treat., 8, 31 (2009)
Briao VB, Tavares CRG, Brazilian J. Chem. Eng., 29, 393 (2012)
Chang YJ, Benjamin MM, J. Environ. Eng., 129, 25 (2002)
Ghaffour N, Desalination, 167(1-3), 281 (2004)
Field RW, Wu D, Howell JA, Gupta BB, J. Membr. Sci., 100(3), 259 (1995)
Hermia J, Chem. Eng. Res. Des., 60, 183 (1982)
Ho CC, Zydney AL, J. Colloid Interface Sci., 232(2), 389 (2000)
Bolton G, LaCasse D, Kuriyel R, J. Membr. Sci., 277(1-2), 75 (2006)
Mondal S, De S, Sep. Purif. Technol., 75(2), 222 (2010)
Nguyen TA, Yoshikawa S, Karasu K, Ookawara S, J. Membr. Sci., 403, 84 (2012)
Landman KA, Sirakoff C, White LR, Phys. Fluids A: Fluid Dynamics, 3, 1495 (1991)
Kirschner AY, Cheng YH, Paul DR, Field RW, Freeman BD, J. Membr. Sci., 574, 65 (2019)
Kallioinen M, Manttari M, Sep. Sci. Technol., 46(9), 1388 (2011)
Goode KR, Asteriadou K, Robbins PT, Fryer PJ, Comprehensive Reviews in Food Sci. Food Safety, 12, 121 (2013).
Yang TS, Wan CF, Xiong JY, Chung TS, Sep. Purif. Technol., 215, 390 (2019)
Wan CF, Jin S, Chung TS, J. Membr. Sci., 572, 658 (2019)
Javeed MA, Chinu K, Shon HK, Vigneswaran S, Desalination, 238(1-3), 98 (2009)
Zhang JH, Northcott K, Duke M, Scales P, Gray SR, Desalination, 393, 120 (2016)
Abdelrasoul A, Doan H, Lohi A, Cheng CH, Sep. Purif. Technol., 204, 243 (2018)
Sondhi R, Bhave R, J. Membr. Sci., 186, 41 (2011)
Armbruster S, Cheong O, Lolsberg J, Popovic S, Yuce S, Wessling M, J. Membr. Sci., 554, 156 (2018)
Krstic DM, Tekic MN, Caric MD, Milanovic SD, J. Membr. Sci., 208(1-2), 303 (2002)
Jokic A, Zavargo Z, Seres Z, Tekic M, J. Membr. Sci., 350(1-2), 269 (2010)
Fouladitajar A, Ashtiani FZ, Rezaei H, Haghmoradi A, Kargari A, J. Ind. Eng. Chem., 20(2), 624 (2014)
Zhao YJ, Wu KF, Wang ZJ, Zhao L, Li SS, J. Environ. Sci., 12, 241 (2000)
Allie Z, Jacobs EP, Maartens A, Swart P, J. Membr. Sci., 218(1-2), 107 (2003)
Arguello MA, Alvarez S, Riera FA, Alvarez R, Sep. Purif. Technol., 41(2), 147 (2005)
Chen D, Columbia M, J. Membr. Sci., 381(1-2), 118 (2011)
Ehsani M, Aroujalian A, Poly. Adv. Tech., 31, 772 (2020)
Ding X, Yang C, Lim TP, Hsu LY, Engler AC, Hedrick JL, Yang YY, Biomaterials, 33, 6593 (2012)
Ma WZ, Rajabzadeh S, Shaikh AR, Kakihana Y, Sun YC, Matsuyama H, J. Membr. Sci., 514, 429 (2016)
Sun HG, Yang XB, Zhang YQ, Cheng XQ, Xu YC, Bai YP, Shao L, J. Membr. Sci., 563, 22 (2018)
ochkodan V, Johnson DJ, Hilal N, Adv. Colloid Interface Sci., 206, 116 (2014)
Yu CH, Fang LC, Lateef SK, Wu CH, Lin CF, J. Hazard. Mater., 177(1-3), 1153 (2010)
Ma HM, Hakim LF, Bowman CN, Davis RH, J. Membr. Sci., 189(2), 255 (2001)
Simon A, Gondrexon N, Taha S, Cabon J, Dorange G, Sep. Purif. Technol., 35, 2619 (2000)
Wang XH, Li XF, Fu XQ, Rui CA, Gao B, Desalination, 175(2), 187 (2005)
Lamminen MO, Walker HW, Weavers LK, J. Membr. Sci., 283(1-2), 225 (2006)
Gao Y, Chen D, Weavers LK, Walker HW, J. Membr. Sci., 401, 232 (2012)
Feng D, van Deventer JSJ, Aldrich C, Sep. Purif. Technol., 50(3), 318 (2006)
Hou DY, Zhang LJ, Wang ZX, Fan H, Wang J, Huang HJ, Sep. Purif. Technol., 154, 328 (2015)
Naddeo V, Borea L, Belgiorno V, J. Water. Proc. Eng., 8, e92 (2015)
Hou DY, Zhang LJ, Zhao CW, Fan H, Wang J, Huang HJ, Desalination, 386, 48 (2016)
Hou DY, Lin DC, Zhao CW, Wang J, Fu CC, Sep. Purif. Technol., 175, 287 (2017)
Chemat F, Khan MK, Ultrason. Sonochem., 18, 813 (2011)
Chahine GL, Kapahi A, Choi JK, Hsiao CT, Ultrason. Sonochem., 29, 528 (2016)
Teran LA, Rodriguez SA, Lain S, Jung S, Phys. Fluids, 30, 123304 (2018)
Boyd B, Becker S, Phys. Fluids, 31, 032102 (2019)
Lamminen MO, Walker HW, Weavers LK, J. Membr. Sci., 237(1-2), 213 (2004)
Collis J, Manasseh R, Liovic P, Tho P, Ooi A, Petkovic-Duran K, Zhu Y, Ultrasonics, 50, 273 (2010)
Wolloch L, Kost J, J. Control. Release, 148, 204 (2010)
Awad SB, Nagarajan R, Ultrasonic cleaning, William Andrew Applied Sci. Publications, Norwich (2010).
Kanthale PM, Gogate PR, Pandit AR, Wilhelm AM, Ultrason. Sonochem., 10, 181 (2003)
Gogate PR, Pandit AB, Ultrason. Sonochem., 11, 105 (2003)
Bedkowski W, Gasiak G, Lachowicz C, Lichtarowicz A, Lagoda T, Macha E, Wear, 230, 201 (1999)
Kobayashi T, Kobayashi T, Hosaka Y, Fujii N, Ultrasonics, 41, 185 (2003)
Naddeo V, Borea L, Belgiorno V, J. Water Process. Eng., 8, e92 (2015)
Kyllonen H, Pirkonen P, Nystrom M, Nuortila-Jokinen J, Gronroos A, Ultrason. Sonochem., 13, 295 (2006)
Cai M, Wang SJ, Zheng YP, Liang HH, Sep. Purif. Technol., 68(3), 351 (2009)
Heikkinen J, Kyllonen H, Jarvela E, Gronroos A, Tang CY, J. Membr. Sci., 528, 147 (2017)
Lujan-Facundo MJ, Mendoza-Roca JA, Cuartas-Uribe B, Alvarez-Blanco S, Sep. Purif. Technol., 120, 275 (2013)
Gonzalez-Avila SR, Prabowo F, Kumar A, Ohl CD, J. Membr. Sci., 415, 776 (2012)
Maskooki A, Shahraki MH, Mohamadi M, Des. Water. Treat., 57, 5376 (2014)
Matsumoto Y, Miwa T, Nakao S, Kimura S, J. Chem. Eng. Jpn., 29(4), 561 (1996)
Kobayashi T, Kobayashi T, Fujii N, Japanese J. Appl. Phys., 39, 2980 (2000)
Juang RS, Lin KH, J. Membr. Sci., 243(1-2), 115 (2004)
Muthukumaran S, Kentish SE, Ashokkumar M, Stevens GW, J. Membr. Sci., 258(1-2), 106 (2005)
Mirzaie A, Mohammadi T, J. Food Eng., 108(1), 77 (2012)
Kan CC, Genuino DAD, Rivera KKP, de Luna MDG, J. Membr. Sci., 497, 450 (2016)
Muthukumaran S, Kentish S, Lalchandani S, Ashokkumar M, Mawson R, Stevens GW, Grieser F, Ultrason. Sonochem., 12, 29 (2005)
Chai XJ, Kobayashi T, Fujii N, Sep. Purif. Technol., 15(2), 139 (1999)
Liu X, Hou Y, Liu X, He J, Lu J, Ni X, Optik, 122, 1254 (2011)
Zhu C, Liu GL, J. Membr. Sci., 176(1), 31 (2000)
Liu XM, Long Z, He J, Li BB, Liu XH, Zhao JY, Lu J, Ni XW, Optoelectronics Letters, 9, 317 (2013)
Li JX, Sanderson RD, Jacobs EP, J. Membr. Sci., 205(1-2), 247 (2002)
Wang J, Gao XL, Xu Y, Wang Q, Zhang YS, Wang XY, Gao CJ, Desalination, 377, 172 (2016)
Henglein A, Gutierrez M, J. Phys. Chem., 97, 158 (1993)
Yu WZ, Graham N, Liu T, J. Membr. Sci., 535, 168 (2017)
Aktij SA, Taghipour A, Rahimpour A, Mollahosseini A, Tiraferri A, Ultrasonics, 108, 106228 (2020)
Chen D, Weavers LK, Walker HW, Water Res., 40, 840 (2006)
Mah SK, Chuah CK, Lee WPC, Chai SP, Sep. Purif. Technol., 98, 419 (2012)
Lee S, Shon HK, Hong S, Desalination, 421, 79 (2017)
Shahraki MH, Maskooki A, Faezian A, Rafe A, Des. Water. Treat., 57, 24278 (2016)
Muthukumaran S, Yang K, Seuren A, Kentish S, Ashokkumar M, Stevens GW, Grieser F, Sep. Purif. Technol., 39(1-2), 99 (2004)
Maskooki A, Kobayashi T, Mortazavi SA, Maskooki A, Sep. Purif. Technol., 59(1), 67 (2008)
Lujan-Facundo MJ, Mendoza-Roca JA, Cuartas-Uribe B, Alvarez-Blanco S, J. Clean Prod., 143, 804 (2017)
Li X, Yu JS, Nnanna AGA, Desalination, 281, 23 (2011)