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Dive into the research topics where Jimmy Perdana is active.

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Featured researches published by Jimmy Perdana.


Food and Bioprocess Technology | 2013

Mimicking Spray Drying by Drying of Single Droplets Deposited on a Flat Surface

Jimmy Perdana; Martijn B. Fox; Maarten A.I. Schutyser; R.M. Boom

The inactivation of bioactive ingredients during spray drying is often matrix specific. Therefore, the design of new processes or the optimisation of existing spray drying processes is usually highly product specific and requires numerous experiments. Rapid experimentation methods that facilitate fast data generation are therefore desired. A novel method for drying single droplets to mimic spray drying is proposed. The approach involves droplet deposition on a hydrophobic flat surface followed by controlled drying. A heat and mass transfer model is applied to predict the drying history of the single droplets. The approach is successfully evaluated through studying the inactivation of β-galactosidase during drying. The heat and mass transfer model supplemented with inactivation kinetics provided reasonable prediction of the residual enzyme activity after drying. In addition, the inactivation kinetics could be directly extracted from single droplet experiments rather than using the kinetics from separate heating experiments. Finally, it was demonstrated that the inactivation kinetics found with the single-drop experiments could satisfactorily predict the residual activity of β-galactosidase dried with a laboratory-scale spray dryer.


Applied and Environmental Microbiology | 2012

Novel method for enumeration of viable Lactobacillus plantarum WCFS1 cells after single-droplet drying.

Jimmy Perdana; Ludmila Bereschenko; Mark Roghair; Martijn B. Fox; R.M. Boom; Michiel Kleerebezem; Maarten A.I. Schutyser

ABSTRACT Survival of probiotic bacteria during drying is not trivial. Survival percentages are very specific for each probiotic strain and can be improved by careful selection of drying conditions and proper drying carrier formulation. An experimental approach is presented, comprising a single-droplet drying method and a subsequent novel screening methodology, to assess the microbial viability within single particles. The drying method involves the drying of a single droplet deposited on a flat, hydrophobic surface under well-defined drying conditions and carrier formulations. Semidried or dried particles were subjected to rehydration, fluorescence staining, and live/dead enumeration using fluorescence microscopy. The novel screening methodology provided accurate survival percentages in line with conventional plating enumeration and was evaluated in single-droplet drying experiments with Lactobacillus plantarum WCFS1 as a model probiotic strain. Parameters such as bulk air temperatures and the carrier matrices (glucose, trehalose, and maltodextrin DE 6) were varied. Following the experimental approach, the influence on the viability as a function of the drying history could be monitored. Finally, the applicability of the novel viability assessment was demonstrated for samples obtained from drying experiments at a larger scale.


Drying Technology | 2015

Spray Drying of Lactobacillus plantarum WCFS1 Guided by Predictive Modeling

Jimmy Perdana; Arantza Aguirre Zubia; Oylum Kutahya; Maarten A.I. Schutyser; Martijn B. Fox

Shelf life of probiotic microorganisms can be retained by drying. Spray drying is an economically interesting alternative to freeze drying with that respect. However, the viability can decrease due to the drying process and testing it is laborious and expensive. This research shows that the viability of Lactobacillus plantarum WCFS1 during pilot scale drying can be predicted with kinetics gathered at a single droplet level. Using this approach, it could be demonstrated that the viability of L. plantarum WCFS1 during spray drying is mainly determined by the combination of temperature and moisture content during the first 0.5 seconds after atomization. The combination of a high moisture content and a high temperature appeared most detrimental to the residual viability. Moreover, it was found to be important to take into account the particle size distribution during atomization when predicting viability, since this has a large effect on the moisture content during this first 0.5 seconds. Finally, it was observed that shelf life during storage was mainly determined by the moisture content of the powder. A lower moisture content resulted in a higher viability. Above a moisture content of 6%, shelf life stability rapidly decreased in the applied maltodextrin (DE = 16) matrix.


Food Research International | 2014

Inactivation of Lactobacillus plantarum WCFS1 during spray drying and storage assessed with complementary viability determination methods

Jimmy Perdana; Heidy M.W. den Besten; D.C. Aryani; Oylum Kutahya; Martijn B. Fox; Michiel Kleerebezem; R.M. Boom; Maarten A.I. Schutyser

Survival of Lactobacillus plantarum WCFS1 spray-dried and stored under different conditions was investigated using complementary methods. One method involved a cell membrane integrity viability-based determination, the other assessed cell growth behavior in a liquid medium by means of detection time or by conventional plating. Survival decreased below 95% when spray drying was carried out at higher outlet spray drying temperatures (Tout>70°C). However, the membrane integrity method provided higher residual viability values compared to the detection time and conventional plating. This suggests that loss of viability may be due to a combination of damage to intracellular components and cell membrane. Also during storage viability based on growth behavior declined faster and was more temperature dependent compared to the viability as determined by the membrane integrity method. Also here additional damage to intracellular components is expected responsible to loss of viability. Major conclusion is that one should not only rely on a cell-membrane integrity based method to assess survival during spray drying and storage of bacteria. Previous studies that did so most probably underestimated viability as critical damage to intracellular components was not assessed.


Drying Technology | 2015

Establishing guidelines to retain viability of probiotics during spray drying

Jimmy Perdana; Martijn B. Fox; R.M. Boom; Maarten A.I. Schutyser

We present the application of a model-based approach to map processing conditions suitable to spray dry probiotics with minimal viability loss. The approach combines the drying history and bacterial inactivation kinetics to predict the retention of viability after drying. The approach was used to systematically assess the influence of operational co-current spray drying conditions on residual viability. Moreover, two promising alternative drying strategies for probiotics were evaluated involving encapsulation in a hollow particle and using an “ideal-mixed” dryer system. Finally, a graph was constructed with the model to provide visual guidelines to optimize spray dying for probiotics in terms of viability and drying efficiency.


Trends in Food Science and Technology | 2012

Single droplet drying for optimal spray drying of enzymes and probiotics

Maarten A.I. Schutyser; Jimmy Perdana; R.M. Boom


Food Research International | 2013

Dehydration and thermal inactivation of Lactobacillus plantarum WCFS1: Comparing single droplet drying to spray and freeze drying

Jimmy Perdana; Ludmila Bereschenko; Martijn B. Fox; Jan H. Kuperus; Michiel Kleerebezem; R.M. Boom; Maarten A.I. Schutyser


Food Research International | 2014

Interactions between formulation and spray drying conditions related to survival of Lactobacillus plantarum WCFS1

Jimmy Perdana; Martijn B. Fox; Chen Siwei; R.M. Boom; Maarten A.I. Schutyser


Food Chemistry | 2012

Enzyme inactivation kinetics: Coupled effects of temperature and moisture content

Jimmy Perdana; M.B. Fox; Maarten A.I. Schutyser; R.M. Boom


Journal of Food Engineering | 2014

Measuring and modelling of diffusivities in carbohydrate-rich matrices during thin film drying

Jimmy Perdana; Ruud van der Sman; Martijn B. Fox; R.M. Boom; Maarten A.I. Schutyser

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Maarten A.I. Schutyser

Wageningen University and Research Centre

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R.M. Boom

Wageningen University and Research Centre

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Martijn B. Fox

Wageningen University and Research Centre

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Michiel Kleerebezem

Wageningen University and Research Centre

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Ludmila Bereschenko

Wageningen University and Research Centre

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Oylum Kutahya

Wageningen University and Research Centre

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Chen Siwei

Wageningen University and Research Centre

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D.C. Aryani

Wageningen University and Research Centre

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Heidy M.W. den Besten

Wageningen University and Research Centre

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Jan H. Kuperus

Wageningen University and Research Centre

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