TY - GEN
T1 - Proposal of a fuzzy logic controller for the improvement of irrigation scheduling decision-making in greenhouse horticulture
AU - Carrasquilla-Batista, Arys
AU - Chacón-Rodríguez, Alfonso
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/4/13
Y1 - 2017/4/13
N2 - A fuzzy logic controller is proposed for the evaluation of water drainage in order to determine if water content is easily available to crops; the lexical uncertainty given by "easily available" was quantified into a numerical value in this first approach. The result is a preliminary controller that embeds structural human knowledge about irrigation scheduling into an analytic fuzzy logic model (FLM), in order to provide agricultural scientists with quick access to a particular crop's main production and growth related variables, and allowing for future data driven decisions on the spot. The controller was validated with real data collected from a particular crop, using remote sensors connected to Internet.
AB - A fuzzy logic controller is proposed for the evaluation of water drainage in order to determine if water content is easily available to crops; the lexical uncertainty given by "easily available" was quantified into a numerical value in this first approach. The result is a preliminary controller that embeds structural human knowledge about irrigation scheduling into an analytic fuzzy logic model (FLM), in order to provide agricultural scientists with quick access to a particular crop's main production and growth related variables, and allowing for future data driven decisions on the spot. The controller was validated with real data collected from a particular crop, using remote sensors connected to Internet.
KW - agriculture in protected environments
KW - Decision-making system
KW - fuzzy logic model
KW - greenhouse horticulture
KW - irrigation scheduling
UR - http://www.scopus.com/inward/record.url?scp=85020244398&partnerID=8YFLogxK
U2 - 10.1109/PRIME-LA.2017.7899172
DO - 10.1109/PRIME-LA.2017.7899172
M3 - Contribución a la conferencia
AN - SCOPUS:85020244398
T3 - 2017 1st Conference on IEEE PhD Research in Microelectronics and Electronics Latin America, PRIME-LA 2017
BT - 2017 1st Conference on IEEE PhD Research in Microelectronics and Electronics Latin America, PRIME-LA 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st Conference on IEEE PhD Research in Microelectronics and Electronics Latin America, PRIME-LA 2017
Y2 - 20 February 2017 through 23 February 2017
ER -