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دسته بندی:
هوش مصنوعی - Artificial intelligence
سال انتشار:
2020
عنوان انگلیسی مقاله:
Green house based on IoT and AI for societal benefit
ترجمه فارسی عنوان مقاله:
خانه سبز مبتنی بر اینترنت اشیا و هوش مصنوعی برای منافع اجتماعی
منبع:
IEEE - 2020 International Conference on Emerging Smart Computing and Informatics (ESCI);2020; ; ;
نویسنده:
Meghal Nargotra
چکیده انگلیسی:
The paper “Greenhouse based on IoT and AI for
societal benefit” using a native microcontroller (LPC2138),
environment monitoring sensors, communication module
(ESP8266), along with a server design (which takes into
account the real time weather forecast, and data analysis on the
data gathered by sensors for irrigation decision) is focused on
achieving automation, IoT deployment level -3, wrong weather
forecast counter-action in real time with automation and
intelligent control for water utilisation and optimization which
will result in a uniform yield. The system described optimizes
water utilisation on the basis of plant’s water need instead of
cultivator’s assumptions by working on static data such as
plant and soil type and environment dynamic data gathered
from sensors. The data has been tested for algorithms such as
Naïve Bayes, C4.5 and SMO (svm). A web page has been
created which can be used for monitoring the data of green
house
Keywords: server | IoT | C4.5 | weather forecast | automation | irrigation | plant need
قیمت: رایگان
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