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.
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.
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.
Will sunflower production increase in 2021/2022?
The overall world market trend of increasing sunflower production from year to year, and in the 2021/2022 season it is expects overall world production to grow by around 16% 2. Sunflower has been recognized as a significant source of high-quality edible oil for human consumption 3.
Oil After-sales Service Provided: Engineers available to service machinery overseas, Free spare parts, Field installation, commissioning and training, Field maintenance and repair service, Video technical support, Online support
MODEL: 6YL-130 oil press machine
raw material: Sunflower,pumpkin seeds
Application: oil factory or extraction oil factory
