Research and design of intelligent control system for solar greenhouse based on ZigBee

doi:10.3969/j.issn.1004-1524.2017.06.24

›› 2017, Vol. 29 ›› Issue (6): 1026-1036.DOI: 10.3969/j.issn.1004-1524.2017.06.24

• Biosystems Engineering • Previous Articles Next Articles

Research and design of intelligent control system for solar greenhouse based on ZigBee

YU Mingyue¹, WANG Lidi^1,*, LI Qingji¹, LI Yadi¹, LYU Tinghui²

1. College of Information and Electrical Engineering, Shenyang Agricultural University, Shenyang 110161,China;
2. College of Horticulture, Shenyang Agricultural University, Shenyang 110161,China

Received:2017-02-12 Online:2017-06-20 Published:2017-09-07

Abstract

Abstract: In order to promote the modern management of greenhouse in North China, and to make the facility horticulture develop towards high yield and high efficiency, the intelligent control system was established based on ZigBee. To meet the needs of the control of agricultural greenhouse facilities, the system was produced by Jennic wireless microcontroller JN5139 as the control core, and the wireless sensor network was composed of sensor nodes and ZigBee wireless intelligent terminal. The system realized the real-time collection, monitoring, display, warning and control of the greenhouse environmental factors (including air temperature, humidity, light intensity, CO₂ concentration and soil pH value), and could provide the historical data of greenhouse environmental factors. In order to make the results more accurate, the sensor data sequence was smoothed three times on the nodes, then the smoothed data was sent to the gateway, and the linear regression analysis of data were carried out. The system basically met the needs of wireless, intelligent and precise modern facilities horticulture. The results showed that the greenhouse intelligent control system had the characteristics of stable and simple operation, and the results were accurate, which could effectively improve the management efficiency of the solar greenhouse, and had a good application prospect.

Key words: solar greenhouse, intelligent control, ZigBee, environmental factor, JN5139, three exponential smoothing

CLC Number:

S625.5⁺1

YU Mingyue, WANG Lidi, LI Qingji, LI Yadi, LYU Tinghui. Research and design of intelligent control system for solar greenhouse based on ZigBee[J]. , 2017, 29(6): 1026-1036.

References

[1] 李天来.我国日光温室产业发展现状与前景[J].沈阳农业大学学报,2005,36(2):131-138.
LI T L. Current situation and prospects of green house industry development in China[J]. Journal of Shenyang Agricultural University , 2005, 36(2):131-138. (in Chinese with English abstract)
[2] PASGIANOS G D, ARVANITIS K G, POLYCARPOU P, et al. A nonlinear feed-back technique for greenhouse environmental control [J]. Computers and Electronics in Agriculture , 2003, 40(1/3):153-177.
[3] RAMÍREZ-ARIAS A, RODRÍGUEZ F, GUZMÁN J L, et al. Multiobjective hierarchical control architecture for greenhouse crop growth[J]. Automatica , 2012, 48(3): 490-498.
[4] 陈春玲,王泷,许童羽,等.北方日光温室群环境智能监控系统的研究与设计[J].沈阳农业大学学报,2015,46(1):85-90.
CHEN C L, WANG L, XU T Y, et al. Research and design on environmental monitoring system for northern sunlight greenhouse groups[J]. Journal of Shenyang Agricultural University , 2015, 46(1):85-90. (in Chinese with English abstract)
[5] 丁为民,汪小旵,李毅念,等.温室环境控制与温室模拟模型研究现状分析[J].农业机械学报,2009,40(5):162-168.
DING W M, WANG X C, LI Y N, et al. Review on environmental control and simulation models for greenhouses[J]. Transactions of the Chinese Society for Agricultural Machinery , 2009, 40(5):162-168. (in Chinese with English abstract)
[6] 杨玮,吕科,张栋,等.基于ZigBee技术的温室无线智能控制终端开发[J].农业工程学报,2010,26(3):198-202.
YANG W, LV K, ZHANG D, et al. Development of wireless intelligent control terminal of greenhouse based on ZigBee[J]. Transactions of the Chinese Society of Agricultural Engineering , 2010, 26(3):198-202. (in Chinese with English abstract)
[7] 陈松岭.基于硬件仲裁和串行总线的多主通信[J]. 单片机与嵌入式系统应用,2006(12):32-34.
CHEN S L. Multi-host communication based on hardware arbitration and serial bus[J]. Microcontrollers & Embedded Systems ,2006(12):32-34. (in Chinese with English abstract)
[8] HU L Y, ZHANG Y Y. The research of intelligent greenhouse alarm system based on CC2530[J]. Advanced Materials Research , 2013,706-708:1077-1080.
[9] 曾宇,宋永端,王弼堃.基于 Proteus 和 Keil 软件的温室环境监测系统开发[J].农业工程学报,2012,28(14):177-183.
ZENG Y, SONG Y R, WANG B K. Development of environment monitoring systems for greenhouse based on Proteus and Keil software[J]. Transactions of the Chinese Society of Agricultural Engineering , 2012,28(14):177-183. (in Chinese with English abstract)
[10] 王冬霞,张玉辉,洪耀球,等.温湿度传感器 SHT15 及其在嵌入式系统中的应用[J].电子设计工程,2011,19(2):40-43.
WANG D X, ZHANG Y H, HONG Y Q, et al. Temperature and humidity sensor SHT15 and its application in embedded system[J]. Electronic Design Engineering , 2011, 19(2):40-43. (in Chinese with English abstract)
[11] 刘燮,吴苏晨,王瑞林.基于BH1750的LCD屏幕亮度自动调节设计与实现[J].硅谷,2013(13):24-25.
LIU X, WU S C, WANG R L. Design and realization of Lux auto brightness of LCD screen based on BH1750[J]. Silicon Valley , 2013(13):24-25.(in Chinese)
[12] 马海龙,张长利,郑博元,等.基于ZigBee技术的日光温室环境监控系统研究[J].农机化研究,2015(6):221-228.
MA H L, ZHANG C L, ZHENG B Y, et al. Research on monitoring system for sunlight greenhouse cultivation environment based on ZigBee technology[J]. Journal of Agricultural Mechanization Research , 2015(6):221-228. (in Chinese with English abstract)
[13] 施连敏,盖之华,蒋春华.基于无线传感器网络的绿色蔬菜生长环境监控系统设计与实现[J].软件导刊,2016,15(11):165-169.
SHI L M, GAI Z H, JIANG C H. Design and realization of growth environment monitor system of vegetables based on wireless sensor network[J]. Software Guide , 2016, 15(11):165-169. (in Chinese)
[14] 蒋毅琼,张漫,李婷,等.基于WSN的日光温室CO 2 浓度监控系统[J].中国农业大学学报,2014,19(4):166-171.
JIANG Y Q, ZHANG M, LI T, et al. Development of a CO 2 concentration monitoring and controlling system in solar greenhouse based on WSN[J]. Journal of China Agricultural University , 2014, 19(4):166-171. (in Chinese with English abstract)
[15] 温竹,李士军,张文军.基于JN5148的温室CO 2 浓度监测系统[J].中国农机化学报,2014,35(2):259-270.
WEN Z, LI S J, ZHANG W J. CO 2 concentration monitoring system of greenhouses based on JN5148[J]. Journal of Chinese Agricultural Mechanization , 2014, 35(2):259-270. (in Chinese with English abstract)
[16] 曾小虎,蒋永平,徐杜,等.基于多级路由的 ZigBee 无线温室监测系统设计[J].安徽农业科学,2012,40(7):4361-4364.
ZENG X H, JIANG Y P, XU D, et al. Design of ZigBee wireless greenhouse monitoring system based on multi-level routing[J]. Journal of Anhui Agricultural Sciences , 2012, 40(7):4361-4364. (in Chinese with English abstract)
[17] 滕召胜,罗隆福,童调生.智能检测系统与数据融合[M].北京:机械工业出版社,1999:26-30.
[18] 熊迎军,沈明霞,刘永华,等.混合架构智能温室信息管理系统的设计[J].农业工程学报,2012, 28 (增刊1):181-185.
XIONG Y J, SHEN M X, LIU Y H, et al. Design of intelligent greenhouse information management system with hybrid architecture[J]. Transactions of the Chinese Society of Agricultural Engineering , 2012, 28 (S1):181-185. (in Chinese with English abstract)
[19] 熊迎军,沈明霞,陆明洲,等.温室无线传感器网络系统实时数据融合算法[J].农业工程学报,2012,28(23):160-166.
XIONG Y J, SHEN M X, LU M Z, et al. Algorithm of real time data fusion for greenhouse WSN system[J]. Transactions of the Chinese Society of Agricultural Engineering , 2012,28(23):160-166. (in Chinese with English abstract)
[20] 赵春江,屈利华,陈明,等.基于ZigBee的温室环境监测图像传感器节点设计[J].农业机械学报,2012,43(11):193-196.
ZHAO C J, QU L H, CHEN M, et al. Design of ZigBee-based greenhouse environmental monitoring image sensor node[J]. Transactions of the Chinese Society for Agricultural Machinery , 2012, 43(11):193-196. (in Chinese with English abstract)
[21] 肖万里,姚翠华.番茄大棚安全高效栽培技术[M].北京:化学工业出版社,2010:92-95.
[22] 王娟.对统计中相关分析与回归分析的论述[J].现代经济分析,2014(8):115.
WANG J. Study on the statistical correlation analysis and regression analysis[J]. Modern Economic Information , 2014(8):115. (in Chinese)
[23] AZAZA M, TANOUGAST C, FABRIZIO E, et al. Smart greenhouse fuzzy logic based control system enhanced with wireless data monitoring[J]. ISA Transactions ,2016:297-307.

Research and design of intelligent control system for solar greenhouse based on ZigBee

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 4

Recommended Articles

Metrics

Comments

[1]	LI Ting-ting, JIANG Zhao-hui, MIN Wen-fang, JIANG Guan-yang, RAO Yuan. Modeling and prediction of tomato leaf CO₂ exchange rate based on gene expression programming [J]. , 2016, 28(9): 1616-1623.
[2]	HU Hua\\|guang1，ZHANG Zhen\\|ming1，JI Fang\\|fang1，LIU Jian\\|xiu2，*，ZHAO Yi\\|quan1. Comparative study on diurnal variation of photosynthesis characteristics and environmental factors in Zoysia japonica [J]. , 2015, 27(6): 981-.
[3]	SUN Xuegang1， LIN Weihong2， NIE Pengcheng3，*， YAO Jiansong4， LIU Fei3， HE Yong3. Research and application of agricultural internet of things in integrated agriculture zones#br# [J]. , 2014, 26(4): 1105-.
[4]	WU Bing-long;XU Zhi-hao;*;ZHANG Cheng-hao;SHOU Wei-song;DONG Wen-qi;LEI Juan-li . Structure, environment characteristics and application effect of southern-type solar greenhouse [J]. , 2010, 22(6): 848-853.