Visual tool for real-time monitoring of membrane fouling via Raman spectroscopy and process model based on principal component analysis

[1]  Xin Wang,et al.  Pretreatment 18F-FDG PET/CT-Derived Parameters in Predicting Clinical Outcomes of Locally Advanced Upper Third Esophageal Squamous Cell Carcinoma After Definitive Chemoradiation Therapy , 2022, Nuclear Medicine and Molecular Imaging.

[2]  A. Bunker,et al.  Characterization of membrane–foulant interactions with novel combination of Raman spectroscopy, surface plasmon resonance and molecular dynamics simulation , 2018, Separation and Purification Technology.

[3]  S. Reinikainen,et al.  Real-time fouling monitoring with Raman spectroscopy , 2017 .

[4]  Frans van den Berg,et al.  Monitoring Process Water Quality Using Near Infrared Spectroscopy and Partial Least Squares Regression with Prediction Uncertainty Estimation , 2017, Applied spectroscopy.

[5]  Ochando-Pulıdo The Use of Membranes in Olive Mill Wastewater Treatment: How to Control Dynamic Fouling? , 2016 .

[6]  Cláudia F. Galinha,et al.  2D fluorescence spectroscopy for monitoring ion-exchange membrane based technologies - Reverse electrodialysis (RED). , 2016, Water research.

[7]  Chien-Hua Chen,et al.  Characterization of membrane fouling distribution in a spiral wound module using high-frequency ultrasound image analysis , 2015 .

[8]  Menachem Elimelech,et al.  Biofouling in forward osmosis and reverse osmosis: Measurements and mechanisms , 2015 .

[9]  Brandon Berry,et al.  Cross‐scale predictive modeling of CHO cell culture growth and metabolites using Raman spectroscopy and multivariate analysis , 2015, Biotechnology progress.

[10]  I. Nopens,et al.  PCA as tool for intelligent ultrafiltration for reverse osmosis seawater desalination pretreatment , 2017 .

[11]  B. K. Ahring,et al.  Monitoring lignocellulosic bioethanol production processes using Raman spectroscopy. , 2014, Bioresource technology.

[12]  Morten Arendt Rasmussen,et al.  Moving from recipe-driven to measurement-based cleaning procedures: Monitoring the Cleaning-In-Place process of whey filtration units by ultraviolet spectroscopy and chemometrics , 2014 .

[13]  P. Schmitz,et al.  In situ 3D characterization of monodispersed spherical particle deposition on microsieve using confocal laser scanning microscopy , 2014 .

[14]  M. Wagner,et al.  Confocal laser scanning microscopy as a tool to validate the efficiency of membrane cleaning procedures to remove biofilms , 2014 .

[15]  Fernanda S. L. Costa,et al.  Multivariate Control Charts for Simultaneous Quality Monitoring of Isoniazid and Rifampicin in a Pharmaceutical Formulation Using a Portable Near Infrared Spectrometer , 2014 .

[16]  A. Casella,et al.  Water O-H stretching Raman signature for strong acid monitoring via multivariate analysis. , 2013, Analytical chemistry.

[17]  Henri Haimi,et al.  Monitoring nitrate concentrations in the denitrifying post-filtration unit of a municipal wastewater treatment plant , 2013 .

[18]  S. Marsili-Libelli,et al.  Detecting membrane fouling occurrences in a full-scale membrane bioreactor with principal component analysis , 2013 .

[19]  Stefano Marsili-Libelli,et al.  Membrane bioreactor fouling behaviour assessment through principal component analysis and fuzzy clustering. , 2012, Water research.

[20]  H. Ngo,et al.  A mini-review on membrane fouling. , 2012, Bioresource technology.

[21]  V. Balachandran,et al.  Vanillin and isovanillin: comparative vibrational spectroscopic studies, conformational stability and NLO properties by density functional theory calculations. , 2012, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[22]  S. G. Harroun,et al.  Use of surface enhanced Raman spectroscopy for studying fouling on nanofiltration membrane , 2012 .

[23]  Jarno Kohonen,et al.  Evaluation of variation in dynamic processes via online spectrometers , 2012 .

[24]  Cynthia Hallé,et al.  Reversible and irreversible low-pressure membrane foulants in drinking water treatment: Identification by principal component analysis of fluorescence EEM and mitigation by biofiltration pretreatment. , 2011, Water research.

[25]  Ludo Diels,et al.  Validation of a supervisory control system for energy savings in membrane bioreactors. , 2011, Water research.

[26]  H. Budman,et al.  Understanding fouling behaviour of ultrafiltration membrane processes and natural water using principal component analysis of fluorescence excitation-emission matrices , 2010 .

[27]  Christine Moresoli,et al.  Probing protein colloidal behavior in membrane‐based separation processes using spectrofluorometric Rayleigh scattering data , 2010, Biotechnology progress.

[28]  Christine Moresoli,et al.  Monitoring the fractionation of a whey protein isolate during dead‐end membrane filtration using fluorescence and chemometric methods , 2009, Biotechnology progress.

[29]  H. Budman,et al.  Identifying fouling events in a membrane-based drinking water treatment process using principal component analysis of fluorescence excitation-emission matrices. , 2010, Water research.

[30]  J. Busch,et al.  Model-based control of MF/UF filtration processes: pilot plant implementation and results. , 2009, Water science and technology : a journal of the International Association on Water Pollution Research.

[31]  Daniel Aguado,et al.  Multivariate statistical monitoring of continuous wastewater treatment plants , 2008, Eng. Appl. Artif. Intell..

[32]  Paul Geladi,et al.  Chemometrics in spectroscopyPart 2. Examples , 2004 .

[33]  Paul Geladi,et al.  Chemometrics in spectroscopy : Part 2. Examples , 2004 .

[34]  David E. Booth,et al.  Chemometrics: Data Analysis for the Laboratory and Chemical Plant , 2004, Technometrics.

[35]  H. Lobo,et al.  Handbook of Plastics Analysis , 2003 .

[36]  Paul Geladi,et al.  Chemometrics in spectroscopy. Part 1. Classical chemometrics , 2003 .

[37]  Richard G. Brereton,et al.  Chemometrics: Data Analysis for the Laboratory and Chemical Plant , 2003 .

[38]  I. R. Lewis,et al.  Handbook of Raman Spectroscopy: From the Research Laboratory to the Process Line , 2001 .

[39]  Christian Rosén,et al.  A Chemometric Approach to Process Monitoring and Control - With Applications to Wastewater Treatment Operation , 2001 .

[40]  R. Baker Membrane Technology and Applications , 1999 .

[41]  Tony Davies,et al.  Multivariate Analysis in Practice, a Training Package , 1996 .