A predictive classification model for the management of virgin olive oil filtration at industrial scale

Separation Science and Technology

Volumn 46, Issue 11, 2011, Pages 1709-1715

  Masella, Piernicola ^a   Parenti, Alessandro ^a   Spugnoli, Paolo ^a   Baldi, Fabio ^a   Mattei, Alissa ^b  

^a UNIVERSITY OF FLORENCE   (Italy)

^b Carapelli Firenze SpA   (Italy)

Author keywords

Fatty acids; Filtration aid; Olive oil; Precoat bodyfeed filtration; Waxes

Indexed keywords

CHEMICAL PARAMETERS; CLASSIFICATION MODELS; FILTRATION PERFORMANCE; INDUSTRIAL SCALE; LATENT VARIABLE; LINEAR DISCRIMINANT ANALYSIS; LINEAR MODEL; OLIVE OIL; PRECOAT-BODYFEED FILTRATION; PREDICTIVE MODELS; VIRGIN OLIVE OIL;

CHEMICAL ANALYSIS; DISCRIMINANT ANALYSIS; FATTY ACIDS; INDUSTRY; VEGETABLE OILS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 79960869257     PISSN: 01496395     EISSN: 15205754     Source Type: Journal    
DOI: 10.1080/01496395.2011.578606     Document Type: Article

References (15)

1. A.P. (2001) The mediterranean diets: What is so special about the diet of Greece? The scientific evidence. J. Nutr., 131 (11): 3065S-3073S.
2. Di Giovacchino, L.; Sestili, S.; Di Vincenzo D. (2002) Influence of olive processing on virgin olive oil quality. Eur. J. Lipid Sci. Technol., 104 (9-10): 587-601.
3. Koidis, A.; Triantafillou, E.; Boskou, D. (2008) Endogenous microflora in turbid virgin olive oils and the physicochemical characteristics of these oils. Eur. J. Lipid Sci. Technol., 110 (2): 164-171.
4. Lozano-Sanchez, J.; Cerretani, L.; Bendini, A.; Segura-Carretero, A.; Fernandez-Gutierrez, A. (2010) Filtration process of extra virgin olive oil: Effect on minor components, oxidative stability and physicochemical characteristics. Trend Food Sci. Technol., 21 (4): 201-211.
5. Parenti, A.; Spungnoli, P.; Baldi, F.; Masella, P.; Calamai, L.; Mattei, A. (2008) Preliminary observations on veiled olive oil turbidity with regards to wax content. Riv. Ita. Sos. Grasse, 85 (4): 221-228.
6. Kallioinen, M.; Huuhilo, T.; Reinikainen, S.P.; Nuortila-Jokinen, J.; Mänttäri, M. (2006) Examination of membrane performance with multivariate methods: A case study within a pulp and paper mill filtration application. Chemometrics Intell. Lab. Syst. 84 (1-2): 98-105.
7. Maeng, S.K.; Ameda, E.; Sharma, S.K.; Grutzmacher, G.; Amy, G.L. (2010) Organic micropollutant removal from wastewater effluentimpacted drinking water sources during bank filtration and artificial recharge. Water Res. 44 (14): 4003-4014.
8. Off. J. Eur. Communities (2003) European Commission Regulation EEC=1989/2003 of 6 November 2003 amending Regulation (EEC) No. 2568/91 on the characteristics of olive oil and olive pomace oil and on the relevant methods of analysis. L295, 57-77.
9. Fasina, O.O.; Hallman, H.; Craig-Schmidt, M.; Clements, C. (2006) Predicting temperature-dependence viscosity of vegetable oils from fatty acid composition. J. Am. Oil Chem. Soc., 83 (10): 899-903.
10. Pagliero, C.; Mattea, M.; Ochoa, N.; Marchese, J. (2007) Fouling of polymeric membranes during degumming of crude sunflower and soybean oil. J. Food Eng., 78 (1): 194-197.
11. Morais Coutinho, C.; Chih Chiu, M.; Correa Basso, R.; Badan Ribeiro, A.P.; Guaraldo Gonçalves, L.A.; Viotto, L.A. (2009) State of art of the application of membrane technology to vegetable oils: A review. Food Res. Int., 42 (5-6): 536-550.
12. ISO 659-1988 (E), International Organization for Standardization (ISO); Geneva, 1988.
13. Boves Harrington, P. (2006) Statistical validation of classification and calibration models using bootstrapped latin partitions. Trends Anal. Chem., 25 (11): 1112-1124.
14. Santos, J.C.O.; Santos, I.M. G.; Souza, A.G. (2005) Effect of heating and cooling on rheological parameters of edible vegetable oils. J. Food Eng., 67 (4): 401-405.
15. Schaschke, C.J.; Allio, S.; Holmberg, E. (2006) Viscosity measurement of vegetable oil at high pressure. Food Bioprod. Process., 84 (3): 173-178.