Abstract

Modern Concepts & Developments in Agronomy Crop Growth Observers Required to Reach Full Automation of a Greenhouse Divas Karimanzira* and Thomas Rauschenbach Fraunhofer IOSB, Am Vogelherd 90, 98693 Ilmenau, Germany *Corresponding author:Divas Karimanzira, Fraunhofer IOSB, Am Vogelherd 90, 98693 Ilmenau, Germany Submission: April 28, 2021Published: May 04, 2021 DOI: 10.31031/MCDA.2021.08.000691 ISSN 2637-7659Volume8 Issue 4

Highlights

  • How to cite this article: Divas Karimanzira, Thomas Rauschenbach

  • Misra et al [5] & Ajigboye et al [6] have shown that chlorophyll fluorescence has become biological probes to investigate the physical status of high plants such as wheat or tomatoes

  • Our proposed state observer modeling strategy for greenhouse crop growth is to take a well proven crop physiological model such as TOMGRO simulate it under optimal condition for crop growth, collect data from it to create a Long-term memory (LSTM) based reference model to be used as the observer

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Summary

Introduction

Crop Growth Observers Required to Reach Full Automation of a Greenhouse. In the original control structure Van Straten et al [1], crop growth state observations (or predictions) are taken manually by experienced growers, rather than sensors or computerized observers.

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