title: Multilevel modeling of retention and disinfection efficacy of silver nanoparticles on ceramic water filters.
abstract: This research examined how variations in synthesis methods of silver nanoparticles affect both the release of silver from ceramic water filters (CWFs) and disinfection efficacy. The silver nanoparticles used were stabilized by four different molecules: citrate, polyvinylpyrrolidone, branched polyethylenimine, and casein. A multilevel statistical model was built to quantify if there was a significant difference in: a) extent of silver lost, b) initial amount of silver lost, c) silver lost for water of different quality, and d) total coliform removal. Experiments were performed on location at Pure Home Water, a CWF factory in Tamale, Ghana using stored rainwater and dugout water (a local surface water). The results indicated that using dugout vs. rainwater significantly affects the initial (p-value 0.0015) and sustained (p-value 0.0124) loss of silver, but that silver type does not have a significant effect. On average, dugout water removed 37.5μg/L more initial silver and had 1.1μg/L more silver in the filtrate than rainwater. Initially, filters achieved 1.9 log reduction values (LRVs) on average, but among different silver and water types this varied by as much as 2.5 LRV units. Overall, bacterial removal effectiveness was more challenging to evaluate, but some data suggest that the branched polyethylenimine silver nanoparticles provided improved initial bacterial removal over filters which were not painted with silver nanoparticles (p-value 0.038).
authors.affiliation: Department of Civil, Architectural, and Environmental Engineering, The University of Texas at Austin, 301 E. Dean Keeton St., Mail Stop C1786, Austin, TX 78712-1173, USA. Electronic address: amikelonis@utexas.edu.
authors.forename: Anne M
authors.initials: AM
authors.lastname: Mikelonis
authors.affiliation: Department of Civil, Architectural, and Environmental Engineering, The University of Texas at Austin, 301 E. Dean Keeton St., Mail Stop C1786, Austin, TX 78712-1173, USA. Electronic address: dlawler@mail.utexas.edu.
authors.forename: Desmond F
authors.initials: DF
authors.lastname: Lawler
authors.affiliation: Department of Civil, Architectural, and Environmental Engineering, The University of Texas at Austin, 301 E. Dean Keeton St., Mail Stop C1786, Austin, TX 78712-1173, USA. Electronic address: paola@austin.utexas.edu.
authors.forename: Paola
authors.initials: P
authors.lastname: Passalacqua
mesh_terms: D002364:Caseins / Q000737:chemistry; D002516:Ceramics / Q000737:chemistry; D019343:Citric Acid / Q000737:chemistry; D004202:Disinfectants / Q000737:chemistry*; D004203:Disinfection / Q000379:methods*; D005079:Excipients / Q000737:chemistry*; D005374:Filtration / Q000379:methods; D005869:Ghana; D053768:Metal Nanoparticles / Q000737:chemistry*; D008962:Models, Theoretical; D011094:Polyethyleneimine / Q000737:chemistry; D011205:Povidone / Q000737:chemistry; D012834:Silver / Q000737:chemistry*; D018508:Water Purification / Q000379:methods*
chemical_list: D002364:Caseins; D004202:Disinfectants; D005079:Excipients; D019343:Citric Acid; D012834:Silver; D011094:Polyethyleneimine; D011205:Povidone
keywords: Ceramic water filters; Disinfection; Environmental engineering; Filtration; Multilevel model; Silver nanoparticles