Publications

EXPO-AGRI: Smart Automatic Greenhouse Control  (2017)

Authors:
Castellini, A.; Farinelli, A.; Minuto, G.; Quaglia, D.; Secco, I.; Tinivella, F.
Title:
EXPO-AGRI: Smart Automatic Greenhouse Control
Year:
2017
Type of item:
Contributo in atti di convegno
Tipologia ANVUR:
Contributo in Atti di convegno
Language:
Inglese
Format:
A Stampa
Congresso:
FoodCAS 2017 Electronics for Better Quality of Food, in IEEE Biomedical Circuits and Systems Conference (BioCAS 2017)
Place:
Torino, Italy
Period:
19-21 October 2017
Publisher:
IEEE
ISBN:
978-1-5090-5803-7
Page numbers:
476-479
Keyword:
Logistic regression; Precision agriculture; Decision support system; Pest and disease forecast
Short description of contents:
Predicting and controlling plant behavior in con- trolled environments is a growing requirement in precision agri- culture. In this context sensor networks and artificial intelligence methods represent key aspects for optimizing the processes of data acquisition, mathematical modeling and decision making. In this paper we present a general architecture for automatic greenhouse control. In particular, we focus on a preliminary model for predicting the risk of new infections of downy mildew of basil (Peronospora belbahrii) on sweet basil. The architecture has three main elements of innovation: new kinds of sensors are used to extract information about the state of the plants, model predictors are generated from this information by non-trivial processing methods, and informative predictors are automatically selected using regularization techniques.
Product ID:
99457
Handle IRIS:
11562/970438
Last Modified:
January 31, 2019
Bibliographic citation:
Castellini, A.; Farinelli, A.; Minuto, G.; Quaglia, D.; Secco, I.; Tinivella, F., EXPO-AGRI: Smart Automatic Greenhouse Control  in Proc. of 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS)IEEEProceedings of "FoodCAS 2017 Electronics for Better Quality of Food, in IEEE Biomedical Circuits and Systems Conference (BioCAS 2017)" , Torino, Italy , 19-21 October 2017 , 2017pp. 476-479

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Title Department Managers
EXPO-AGRI - EXtra-field Plant Observation for monitoring and forecast of AGRicultural Infections - Joint Projects 2015 Department Informatica Davide Quaglia
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