Earticle

초록

영어

Food security is a strategic cornerstone of national security, and the food safety storage is a recognized problem. Accurate representation of grain storage environment is a fundamental premise for secure storage, which is very difficult because of the complex linkage relation between stored grain and grain storage environment. The characteristics between grain and environment, such as large time lag, two-way coupling, nonlinear, time-varying, make analysis and modeling face more difficulties and challenges. Based on this, combining PLS and TS fuzzy model, a modeling method of dynamic nonlinear multi-input multi-output (MIMO) system is proposed in this paper, which effectively solves the problem of strong nonlinear and correlation, at the same time reduces the computational complexity of data modeling methods. The simulation results show that this modeling could effectively describe the relationship between storage grain and environment.

목차

Abstract
 1. Introduction
 2. The Modeling for Storage Grain and Environment based on TS-PLS
  2.1. The Nonlinear PLS Establish External Model
  2.2. TS-PLS Model
 3. Simulation Results and Analysis
 4. Conclusion
 Reference

키워드

저자

• Lan Wu [ College of Electrical Engineering, Henan University of Technology, China ]
• Yanbo Hui [ College of Electrical Engineering, Henan University of Technology, China ]
• Mingyue Li [ College of Electrical Engineering, Henan University of Technology, China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Smart Home

• 간기

  격월간

• pISSN

  1975-4094

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605