首页> 中文期刊> 《自动化学报(英文版)》 >From Parallel Plants to Smart Plants: Intelligent Control and Management for Plant Growth

From Parallel Plants to Smart Plants: Intelligent Control and Management for Plant Growth

         

摘要

Precision management of agricultural systems,aiming at optimizing profitability,productivity and sustainability,comprises a set of technologies including sensors,information systems,and informed management,etc.Expert systems are expected to aid farmers in plant management or environment control,but they are mostly based on the offline and static information,deviated from the actual situation.Parallel management,achieved by virtual/artificial agricultural system,computational experiment and parallel execution,provides a generic framework of solution for online decision support.In this paper,we present the three steps toward the parallel management of plant:growth description (the crop model),prediction,and prescription.This approach can update the expert system by adding learning ability and the adaption of knowledge database according to the descriptive and predictive model.The possibilities of passing the knowledge of experienced farmers to younger generation,as well as the application to the parallel breeding of plant through such system,are discussed.

著录项

  • 来源
    《自动化学报(英文版)》 |2017年第2期|161-166|共6页
  • 作者

    Mengzhen Kang; Fei-Yue Wang;

  • 作者单位

    the State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences(SKL-MCCS, CASIA), Beijing 100190, China;

    the Qingdao Academy of Intelligent Industries, Qingdao 266000, China, the Beijing Engineering Research Center of Intelligent Systems and Technology,Beijing 100190, China;

    the State Key Laboratory of Management and Control for Complex Systems(SKL-MCCS), Institute of Automation, Chinese Academy of Sciences(CASIA), Beijing 100190, China;

    the School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing 100049, China;

    the Research Center for Military Computational Experiments and Parallel Systems Technology,National University of Defense Technology, Changsha 410073, China;

  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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