4.6 Article

Using Box-Behnken Design Coupled with Response Surface Methodology for Optimizing Rapeseed Oil Expression Parameters under Heating and Freezing Conditions

Journal

PROCESSES
Volume 10, Issue 3, Pages -

Publisher

MDPI
DOI: 10.3390/pr10030490

Keywords

oil-bearing seeds; experimental design; compression test; oil recovery; energy efficiency

Funding

  1. [CZ.02.2.69/0.0/0.0/18_053/0016979]

Ask authors/readers for more resources

This study investigates the impact of heating and freezing pretreatments on the oil yield and volume of oil energy of rapeseed oil under uniaxial compression loading. Four separate experiments were conducted, with the first two experiments determining compression parameters and the last two experiments identifying optimal factors. The results showed that the regression model was only adequate for predicting the volume of oil energy under heating conditions.
The effect of heating and freezing pretreatments on rapeseed oil yield and the volume of oil energy under uniaxial compression loading was investigated. Four separate experiments were carried out to achieve the study objective. The first and second experiments were performed to determine the compression parameters (deformation, mass of oil, oil yield, oil expression efficiency, energy, volume of oil and volume of oil energy). The third and fourth experiments identified the optimal factors (heating temperatures: 40, 60 and 80 degrees C, freezing temperatures: -2, -22 and -36 degrees C, heating times: 15, 30 and 45 min and speeds: 5, 10 and 15 mm/min) using the Box-Behnken design via the response surface methodology where the oil yield and volume of oil energy were the main responses. The optimal operating factors for obtaining a volume of oil energy of 0.0443 kJ/mL were a heating temperature of 40 degrees C, heating time of 45 min and speed of 15 mm/min. The volume of oil energy of 0.169 kJ/mL was reached at the optimal conditions of a freezing temperature of -36 degrees C, freezing time of 37.5 min and speed of 15 mm/min. The regression model established was adequate for predicting the volume of oil energy only under heating conditions.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Engineering, Chemical

Modelling and Optimization of Processing Factors of Pumpkin Seeds Oil Extraction under Uniaxial Loading

Abraham Kabutey, Cestmir Mizera, Oldrich Dajbych, Petr Hrabe, David Herak, Cimen Demirel

Summary: In this study, the extraction of pumpkin seed oil under uniaxial compression was optimized using a response surface methodology. The optimum processing factors were determined through experimental design and regression analysis, providing detailed information for optimizing mechanical oil pressing in large-scale oil production.

PROCESSES (2021)

Article Environmental Sciences

Recognition of Sago Palm Trees Based on Transfer Learning

Sri Murniani Angelina Letsoin, Ratna Chrismiari Purwestri, Fajar Rahmawan, David Herak

Summary: This study aims to detect sago palms based on their physical morphology from Unmanned Aerial Vehicle (UAV) RGB imagery, using transfer learning approach with three deep pre-trained networks. The experiment shows that the ResNet-50 model becomes a preferred base model for sago palm classifiers, with precision of 75%, 78%, and 83% for sago flowers, leaves, and trunk respectively.

REMOTE SENSING (2022)

Article Food Science & Technology

Determination of Maximum Oil Yield, Quality Indicators and Absorbance Spectra of Hulled Sunflower Seeds Oil Extraction under Axial Loading

Abraham Kabutey, David Herak, Cestmir Mizera

Summary: The present study estimated the maximum oil yield and quality parameters of hulled sunflower seed samples under specific conditions. The results showed that heating temperatures affected the oil yield, but the unheated sample obtained the highest oil yield. The quality parameters of the oil samples were within the recommended threshold.

FOODS (2022)

Article Polymer Science

Influence of Alkali Treatment of Jatropha Curcas L. Filler on the Service Life of Hybrid Adhesive Bonds under Low Cycle Loading

Viktor Kolar, Petr Hrabe, Miroslav Mueller, Monika Hromasova, David Herak, Hadi Sutanto

Summary: The research aimed to assess the impact of untreated and 5% aqueous NaOH solution-treated filler from Jatropha Curcas L. plant on the mechanical properties of adhesive bonds, particularly their service life under different amplitudes of cyclic loading. Jatropha oilseed cake cannot be used as livestock feed due to the presence of toxic phorbol ester. However, it can be utilized as a filler in polymer composites, such as composite adhesive layers. Experimental results showed an increase in shear strength for alkali-treated filler compared to untreated filler, but no significant effect on the service life of adhesive bonds was observed. SEM analysis revealed the presence of interlayer defects related to the oil-based filler used.

POLYMERS (2023)

Article Engineering, Chemical

Monitoring of Paddy and Maize Fields Using Sentinel-1 SAR Data and NGB Images: A Case Study in Papua, Indonesia

Sri Murniani Angelina Letsoin, Ratna Chrismiari Purwestri, Mayang Christy Perdana, Petr Hnizdil, David Herak

Summary: This study examines the evaluation of the growth stage of food crops, such as paddy and maize, using two different sensors in selected developed areas of Papua Province of Indonesia. The study utilized Sentinel-1 Synthetic Aperture Radar (SAR) data to analyze the growth of paddy and maize crops. In situ measurements were obtained using an NGB camera to measure the Green Normalized Difference Vegetation Index (GNDVI) and Enhanced Normalized Difference Vegetation Index (ENDVI). The results were then analyzed based on Radar Vegetation Index (RVI) and backscatter data.

PROCESSES (2023)

Article Engineering, Chemical

Mechanical Pressing of Coconut Oil and Evaluation of Its Lubricant Properties

Cestmir Mizera, Zdenek Ales, David Herak, Petr Hrabe, Abraham Kabutey, Richard A. M. Napitupulu, Nicoleta Ungureanu

Summary: Vegetable oils play a crucial role in protecting the environment sustainably. This paper discusses the potential use of coconut oils harvested in Indonesia as lubricants, focusing on their mechanical properties, water content, wear area, and lubrication performance. The results show that green and yellow types of coconut oils exhibit better lubrication properties.

PROCESSES (2023)

Article Engineering, Chemical

Investigation of the Effects of Infrared and Hot Air Oven Drying Methods on Drying Behaviour and Colour Parameters of Red Delicious Apple Slices

Oldrich Dajbych, Abraham Kabutey, Cestmir Mizera, David Herak

Summary: This study investigated the drying characteristics of apple slices under infrared and hot air oven drying methods. The results showed that the two methods had different effects on the properties of dried apple slices, and the Weibull distribution model was found to be the most suitable for describing the drying process.

PROCESSES (2023)

Article Food Science & Technology

Assessment of Quality and Efficiency of Cold-Pressed Oil from Selected Oilseeds

Abraham Kabutey, David Herak, Cestmir Mizera

Summary: An oil press was used to evaluate the oil yield, seedcake, sediments, and material losses of sesame, pumpkin, flax, milk thistle, hemp, and cumin oilseeds. Sesame had the highest oil yield, while cumin had the lowest. With longer storage periods, sediments in the oil decreased and oil yield increased. Different oilseeds showed significant differences in quality parameters.

FOODS (2023)

Article Engineering, Chemical

Evaluation of percentage oil yield, energy requirement and mechanical properties of selected bulk oilseeds under compression loading

A. Kabutey, C. Mizera, D. Herak

Summary: This study examined the oil output, energy, and mechanical properties of different oilseeds using a uniaxial compression process. The results showed variations in oil yield and residual oil content among different seeds, with pumpkin seeds having the highest oil yield and milk thistle seeds requiring the highest force and energy.

JOURNAL OF FOOD ENGINEERING (2024)

Proceedings Paper Agricultural Engineering

ANALYSIS OF OIL POINT THRESHOLD INDICATORS OF BULK RAPESEEDS AND SUNFLOWER SEEDS UNDER COMPRESSION LOADING

Cimen Demirel, David Herak, Abraham Kabutey, Oldrich Dajbych

Summary: This study evaluates the oil point parameters of bulk rapeseeds and sunflower seeds under compression loading, providing important information for optimizing mechanical oil extraction process involving screw presses through experimental and theoretical analyses.

20TH INTERNATIONAL SCIENTIFIC CONFERENCE ENGINEERING FOR RURAL DEVELOPMENT (2021)

No Data Available