Complex Event Processing Methods for Greenhouse Control

In the greenhouse environment, the application of complex event processing (CEP) technology can effectively tackle the problem of recognition of the complex patterns that appeared in greenhouse conditions. In the existing research, few scholars have proposed a scheme to integrate complicated scenes...

Full description

Bibliographic Details
Main Authors: Yunsong Jia, Xiang Li
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Agriculture
Subjects:
Online Access:https://www.mdpi.com/2077-0472/11/9/811
id doaj-b052b35811de4bb5b60770d56d254c2c
record_format Article
spelling doaj-b052b35811de4bb5b60770d56d254c2c2021-09-25T23:33:25ZengMDPI AGAgriculture2077-04722021-08-011181181110.3390/agriculture11090811Complex Event Processing Methods for Greenhouse ControlYunsong Jia0Xiang Li1College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, ChinaCollege of Information and Electrical Engineering, China Agricultural University, Beijing 100083, ChinaIn the greenhouse environment, the application of complex event processing (CEP) technology can effectively tackle the problem of recognition of the complex patterns that appeared in greenhouse conditions. In the existing research, few scholars have proposed a scheme to integrate complicated scenes within the greenhouse environment with high efficiency, convenience, and low coupling. Therefore, in order to solve the problem of hard recognition and fusion of complex patterns in the greenhouse environment, based on the characteristics of the greenhouse, this paper proposes a complex event processing method for greenhouse control. Our method has high applicability and high expansibility, including 13 types of event processing agents and 21 types of typical events involved in greenhouse automatic control. This method has the advantages of low information coupling and multi-domain integration, which can be directly used by agricultural experts and related workers and is of great significance to promote the extensive application of CEP technology in the greenhouse field. Our experiment successfully realized a greenhouse intelligent control system based on CEP technology is successfully realized in our experiment. The experimental statistics shows that the structure of the control system was accessible and effective.https://www.mdpi.com/2077-0472/11/9/811greenhouse controlcomplex event processingmixed automata
collection DOAJ
language English
format Article
sources DOAJ
author Yunsong Jia
Xiang Li
spellingShingle Yunsong Jia
Xiang Li
Complex Event Processing Methods for Greenhouse Control
Agriculture
greenhouse control
complex event processing
mixed automata
author_facet Yunsong Jia
Xiang Li
author_sort Yunsong Jia
title Complex Event Processing Methods for Greenhouse Control
title_short Complex Event Processing Methods for Greenhouse Control
title_full Complex Event Processing Methods for Greenhouse Control
title_fullStr Complex Event Processing Methods for Greenhouse Control
title_full_unstemmed Complex Event Processing Methods for Greenhouse Control
title_sort complex event processing methods for greenhouse control
publisher MDPI AG
series Agriculture
issn 2077-0472
publishDate 2021-08-01
description In the greenhouse environment, the application of complex event processing (CEP) technology can effectively tackle the problem of recognition of the complex patterns that appeared in greenhouse conditions. In the existing research, few scholars have proposed a scheme to integrate complicated scenes within the greenhouse environment with high efficiency, convenience, and low coupling. Therefore, in order to solve the problem of hard recognition and fusion of complex patterns in the greenhouse environment, based on the characteristics of the greenhouse, this paper proposes a complex event processing method for greenhouse control. Our method has high applicability and high expansibility, including 13 types of event processing agents and 21 types of typical events involved in greenhouse automatic control. This method has the advantages of low information coupling and multi-domain integration, which can be directly used by agricultural experts and related workers and is of great significance to promote the extensive application of CEP technology in the greenhouse field. Our experiment successfully realized a greenhouse intelligent control system based on CEP technology is successfully realized in our experiment. The experimental statistics shows that the structure of the control system was accessible and effective.
topic greenhouse control
complex event processing
mixed automata
url https://www.mdpi.com/2077-0472/11/9/811
work_keys_str_mv AT yunsongjia complexeventprocessingmethodsforgreenhousecontrol
AT xiangli complexeventprocessingmethodsforgreenhousecontrol
_version_ 1717368650582720512