Intelligent Modeling Method for a Combined Radiation-Convection Grain Dryer: A Support Vector Regression Algorithm Based on an Improved Particle Swarm Optimization Algorithm

Intelligent Modeling Method for a Combined Radiation-Convection Grain Dryer: A Support Vector Regression Algorithm Based on an Improved Particle Swarm Optimization Algorithm

This paper aims to investigate an intelligent model for a combined infrared radiationconvection (IRC) dryer by using a support vector regression (SVR) algorithm based on an improved particle swarm optimization algorithm (IPSO). The IPSO algorithm was designed to optimize the parameters of the SVR al...

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Bibliographic Details
Main Authors: Aini Dai, Xiaoguang Zhou, Hao Dang, Muyi Sun, Zidan Wu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Grain drying
infrared radiation and convection drying
SVR
particle swarm optimization
Online Access:https://ieeexplore.ieee.org/document/8292861/

Internet

https://ieeexplore.ieee.org/document/8292861/

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