แจ้งเอกสารไม่ครบถ้วน, ไม่ตรงกับชื่อเรื่อง หรือมีข้อผิดพลาดเกี่ยวกับเอกสาร ติดต่อที่นี่ ==>
หากไม่มีอีเมลผู้รับให้กรอก thailis-noc@uni.net.th
หากไม่มีอีเมลผู้รับให้กรอก thailis-noc@uni.net.th
Sangtong Boonying.. A smart water management in a paddy field using IOT technology and machine learning. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2564.
A smart water management in a paddy field using IOT technology and machine learning
Name: Sangtong Boonying.
Organization :
Rajamangala University of Suvarnabhumi. Faculty of Business Administration and Information Technology
keyword:
Smart Farming.
LCSH:
RICE
-- IRRIGATION.
LCSH:
INTERNET OF THINGS.
LCSH:
MACHINE LEARNING.
Abstract:
Alternative Wetting and Drying (AWD) is one of favorable rice growing methods since it lowers the costs for about 40 percent from less consumption of water, insecticide and fertilizer. This paper proposes a water management tool to help AWD rice farming. We design the tool with a combination of precision agriculture and smart farm from applying IoT and AI technology. Soil humidity and water level detection sensor are deployed to realize real-time and accurate essential environmental factors in a field while a pipe water-pump operated using electricity is designed to handle water in a field. The pump and sensors are connected with a network for an automatic operation using IoT. For decision-making, supervised learning technique is used to generate a model capable to consider when to operate a water pump from past data. This allows flexibility in generating decision-making rules for variation of locations and soil types with a requirement of having past data. From evaluations, experts satisfied with the proposed tool as the tool is well-designed for safety and proper performance. Regarding usefulness of the tool, experts and end-users rated high score for the ease of usage and its ability to reduce wasting of resource consumption comparing to the traditional method."
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2564
Modified:
2024-09-03
Issued:
2022-01-13
บทความ/Article
application/pdf
BibliograpyCitation :
วารสารเทคโนโลยีสารสนเทศ. ปีที่ 17, ฉบับที่ 2 (ก.ค.-ธ.ค. 64), หน้า 1-10.
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.031816 วินาที
Sangtong Boonying.
| Title | Contributor | Type |
|---|---|---|
| A smart water management in a paddy field using IOT technology and machine learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Sangtong Boonying. | บทความ/Article |