Development of a Remote Monitoring System for Henhouse Environment Based on IoT Technology

被引：31

作者：

Li, Hua ^{[1
]}

Wang, Huan ^{[1
]}

Yin, Wenqing ^{[1
]}

Li, Yongwei ^{[1
]}

Qian, Yan ^{[1
]}

Hu, Fei ^{[1
]}

机构：

[1] Nanjing Agr Univ, Coll Engn, Jiangsu Key Lab Intelligent Agr Equipment, Nanjing 210031, Peoples R China

来源：

FUTURE INTERNET | 2015年 / 7卷 / 03期

基金：

中国国家自然科学基金;

关键词：

henhouse environmental parameter; IoT technology; remote monitoring; loss recovery;

D O I：

10.3390/fi7030329

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

To monitor multiple environmental factors of henhouses in modern chicken farms, a henhouse online monitoring system based on wireless sensor network was developed using wireless sensor technology and computer network technology. Sensor data compensation and correction were designed to be achieved using software and data fitting methods, data reliable transmission achieved using a data loss recovery strategy, and data missing during monitoring addressed using a self-decision and online filling method. Operation test of the system showed that: The system was economic and reliable; it enabled wireless monitoring and Web display of the environmental factors of a henhouse; and the root mean square errors (RMSEs) between the estimated values from the self-decision and on-line filling method and experimental values of the four environmental factors were 0.1698, 3.0859, 77 and 0.094, respectively, indicative of high estimation accuracy. The system can provide support for modern management of henhouses and can be transplanted to related monitoring scenarios in the agricultural field.

引用

页码：329 / 341

页数：13

共 17 条

[1]

Bai HongWu, 2006, Transactions of the Chinese Society of Agricultural Engineering, V22, P171

[2]

Dong FW, 2010, IFIP ADV INF COMM TE, V317, P479

[3] Predictive model-aided filtering scheme of data-collection in WSN [J].

Huang R. ;

Zhang Z.-C. ;

Xu G.-H. .

Journal of China Universities of Posts and Telecommunications, 2011, 18 (02) :17-24

[4] Design of information environment chicken farm for management which based upon GPRS technology [J].

Kittisut, P. ;

Pornsuwancharoen, N. .

ISEEC, 2012, 32 :342-347

[5]

Le Gruenwald M. H., 2005, PROC C MANAGE DATA, P83

[6]

Li LiHua, 2012, Transactions of the Chinese Society of Agricultural Engineering, V28, P160

[7] Application of Mobile Technologies through an Integrated Management System for Agricultural Production [J].

Liopa-Tsakalidi, Aglaia ;

Tsolis, Dimitrios ;

Barouchas, Pantelis ;

Chantzi, Athanasia-Eleftheria ;

Koulopoulos, Athanasios ;

Malamos, Nikolaos .

6TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES IN AGRICULTURE, FOOD AND ENVIRONMENT (HAICTA 2013), 2013, 8 :165-170

[8]

Liopa-Tsakalidis A., 2005, Neural, Parallel & Scientific Computations, V13, P15

[9] Comparison of fuzzy and on/off controllers for winter season indoor climate management in a model poultry house [J].

Mirzaee-Ghaleh, E. ;

Omid, M. ;

Keyhani, A. ;

Dalvand, M. J. .

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2015, 110 :187-195

[10]

Qiu B.Z., 2013, J COMPUT APPL, V33, P3464

← 1 2 →