Oil yield prediction for sunflower hybrid selection using
- Usage: Sunflower Oil
- Type: sunflower oil expeller machine
- Production Capacity: 1kg/h(Sesame)
- Model Number:6YL-7A
- After-sales Service: Video Support
- Structure: Horizontal
- Press Series: First
- Transport Package: Wooden Case Packing
- Specification: edible oil
Sunflower Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML)
Being a non-traditional oil seed, sunflower is considered superior to other oil seed crops due to its high oil content and natural compatibility with the agronomic environment of Pakistan (Javed et al., 2003). Thus, the expansion of
Sunflower in the global vegetable oil system: situation, specificities
- Usage: Sunflower Oil
- Type: sunflower oil mill machine
- Production Capacity: 1%grinder
- puffing machine
- Voltage: 220V/380V
- Power(W): according to capacity
- Dimension(L*W*H): depending on capacity
- Weight: according to capacity
- Business Application: various oilseeds
- Price: negotiable
- Color: silvery white
- Item: 3TPD Sunflower bean extrusion machine
High oleic sunflower contains 4 times more oleic acid than classical sunflower, with 84% oleic acid in oil. It competes on global scale with other high oleic oils but has the highest oleic level
The sunflower has been recognized as a crop with high potentials that can successfully meet future oil requirements. Sunflower is being grown successfully in a wide
SUNFLOWER AREA AND PRODUCTIONVAR IABILITY
- Usage: Sunflower Oil
- Type: sunflower oil mill machine
- Production Capacity: 16-2Tons/24hrs
- Voltage: 380v/5Hz
- Power(W): 15 or 18.5k.w
- Dimension(L*W*H): 136*95*117mm
- Weight: up to specification
- Certification: ISO,SGS,BV
- Function: Sunflower oil extraction equipment
- Capacity Model: 3-5TPD
- Suitable material: Sunflower and various oil cake
- Patent product: Yes
- Patent No.: ZL27 292291.7;
- Fully automatic: Yes
- Technology: Top technology in China
- Technology support: life time
- Warrenty: one year
- After-sale service: Offering installation and debugging
people in Pakistan prefers sunflower oil for cooking. Hamid et al. (1999) reported that two sizes of beef pieces were used for pickle preparation and later stored in three commercial edible oils
By promoting sunflower cultivation and investing in research for disease-resistant hybrid varieties, Pakistan can significantly reduce its oilseed import bill, enhance local oil production, and bolster food security.
Stability and G × E Analysis of Oil Yield of Sunflower
- Usage: Sunflower Oil
- Type: sunflower oil extraction plant machine
- Production Capacity: 5 -3TPD
- , Automatic
- Voltage: 380V/50HZ, 380V /440V or the local voltage
- Power(W): 15KW, According to the capacity
- Dimension(L*W*H): 1700*1100*1600mm, According to the capacity
- Weight: 1200kg, According to the capacity
- Certification: ISO
- Keyword: Sunflower oil processing machine
- Supplier Capacity: 5T-2T per hour
Based on the hypothetical ideal genotype biplot, the genotypes G3 and G5 were better than the other genotypes for oil yield and stability, and had the high general adaptation
Sunflower Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML) algorithms. In this study,
Sunflower (Helianthus annuus) Hybrids Evaluation for Oil
- Usage: Sunflower Oil
- Type: sunflower oil making machine
- Production Capacity: 35-50T/D
- Dimension(L*W*H): 155*85*345mm
- Weight: 27.1 KG
- Core Components: Motor, Engine
- Oil Advantage: High Oilput
- Character: Easy Movable
- Function: Oil Pressing
- Color: Customer Required
- Quality: High Level
- Operation: Easily
- Keyword: Sunflower Oil Solvent Extraction Equipment
- Model: TS-BXG-128
Considering temperature as a major factor in sunflower yield, a study was conducted to analyze the effect of temperature on growth, yield, oil contents, oil composition
Field experiment was conducted at the University of Haripur, Pakistan, to explore the role of photothermal units on oil contents, fatty acids profile, yield and yield traits of four
- What is high oleic sunflower oil?
- High oleic sunflower contains 4 times more oleic acid than classical sunflower, with 84% oleic acid in oil. It competes on global scale with other high oleic oils but has the highest oleic level compared to oleic safflower (78%), oleic rapeseed and canola (75–73%) and oleic soybean (73%) ( Tonin, 2018 ).
- Can machine learning predict sunflower oil yield?
- Sunflower Oil Yield Prediction (SOYP) can help breeders to identify desirable new hybrids with high oil yield and their characteristics using machine learning (ML) algorithms. In this study, we developed ML models to predict oil yield using two sets of features. Moreover, we evaluated the most relevant features for accurate SOYP.
- Can locality feature be used for sunflower oil yield prediction?
- It was also disclosed that the locality feature could be used for the estimation of sunflower oil yield but it is highly dependable on weather conditions that affect the oil content and seed yield. Up to our knowledge, this is the first study in which ML was used for sunflower oil yield prediction.
- Why are sunflower seed hybrids important for edible oil industry?
- Due to the increased demand for sunflower production, its breeding assignment is the intensification of the development of highly productive oil seed hybrids to satisfy the edible oil industry.