Modeling and optimization of finger millet pearling process by using RSM
Ranjit Powar1, Vijay Aware2, Prashant Shahare2
1Department of Farm machinery and Power Engineering, Dr. D. Y. Patil College of Agricultural Engineering and Technology Talsande, Kolhapur, 416 112 India.
Journal of Food Science and Technology
|July 6, 2019
Summary
Optimizing finger millet pearling drum parameters like speed, clearance, and sieve size significantly boosts pearling efficiency to 99% while minimizing grain damage to 0.5%. This enhances the finger millet processing efficiency.
Area of Science:
- Agricultural Engineering
- Food Processing Technology
Background:
- Finger millet processing involves labor-intensive operations, highlighting the need for efficient machinery.
- The performance of a finger millet pearling drum is contingent upon its operational parameters.
Purpose of the Study:
- To optimize operational parameters of a finger millet pearling drum.
- To achieve maximum pearling efficiency and minimum grain damage.
Main Methods:
- Utilized Response Surface Methodology (RSM) combined with Box-Behnken Design.
- Investigated the impact of drum speed, concave clearance, and pearling sieve size.
Main Results:
- Optimal parameters identified: drum speed 7.25 m/s, concave clearance 3 mm, sieve size 2 mm.
- Predicted maximum pearling efficiency of 98.95% and minimum grain damage of 0.73%.
- Validated performance achieved 99% pearling efficiency and 0.5% grain damage.
Conclusions:
- The optimized finger millet pearling drum demonstrates superior performance compared to predictions.
- The developed operational parameters significantly improve finger millet processing efficiency and grain quality.
Related Concept Videos
Steps in the Modeling Process
651
Albert Bandura's theory of observational learning identifies four critical processes: attention, retention, motor reproduction, and reinforcement or motivation.
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
651
Muscles of the Forearm that Move the Hand and Fingers
2.5K
The muscles of the forearm that move the wrist, hand, and digits are numerous and diverse. They can be classified into two groups based on their location and function — the anterior and posterior compartment muscles.
Anterior Compartment
The anterior compartment muscles originate from the humerus. They primarily function as flexors and are also known as flexor muscles. They typically insert on the carpals, metacarpals, and phalanges. The superficial layer includes the flexor carpi...
Anterior Compartment
The anterior compartment muscles originate from the humerus. They primarily function as flexors and are also known as flexor muscles. They typically insert on the carpals, metacarpals, and phalanges. The superficial layer includes the flexor carpi...
2.5K
Optimal Foraging
13.7K
How animals obtain and eat their food is called foraging behavior. Foraging can include searching for plants and hunting for prey and depends on the species and environment.
13.7K
Optimization Problems
54
Optimization problems often involve identifying maximum or minimum values under specific constraints. A well-known example is determining the longest horizontal pipe that can be moved around a right-angled corner, where a 3-meter-wide hallway meets a 2-meter-wide hallway. This scenario, common in architectural design and industrial transport, can be understood conceptually through geometric and trigonometric reasoning.To visualize the problem, consider the pipe as a straight line that touches...
54
Processes of Self-Presentation
212
Effective self-presentation is a central component of social interaction and identity construction. It relies on the dynamic processes of defining the situation and engaging in self-disclosure. These mechanisms help individuals navigate social context expectations and manage how others perceive them, fostering mutual understanding and relationship development.Defining the SituationSocial situations are shaped by collectively understood frames—a set of widely understood rules or...
212
Information Processing Approach
538
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
538


