Plant protection product dose rate estimation in apple orcahrds using a fuzzy logic system

In the process of applying a plant protection product mixed with water (spray mixture) at the prescribed concentration with conventional sprayers for chemical protection of tree canopies in an orchard, standard models are used to express the dose rate of the plant protection product. Characteristic...

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Main Authors: Berk, Peter. (Author), Stajnko, Denis, 1964- (Author), Hočevar, Marko, 1972- (Author), Malneršič, Aleš. (Author), Jejčič, Viktor. (Author), Belšak, Aleš. (Author)
Format: Book Chapter
Jezik:English
Online dostop:https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0214315
Sorodne knjige/članki:Vsebovano v: PloS one
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024 7 1 |a 10.1371/journal.pone.0214315  |2 doi 
041 0 |a eng  |b eng 
080 |a 631  |2 UDCMRF 2011 
245 1 0 |a Plant protection product dose rate estimation in apple orcahrds using a fuzzy logic system   |h [Elektronski vir] /   |c Peter Berk ... [et al.].  
300 |a e0214315 :   |b Graf. prikazi. 
500 |a Soavtorji: Denis Stajnko, Marko Hočevar, Aleš Malneršič, Viktor Jejčič, Aleš Belšak.  
500 |a Nasl. z nasl. zaslona.  
500 |a Opis vira z dne 25. 4. 2019.  
504 |a Bibliografija.  
520 |a In the process of applying a plant protection product mixed with water (spray mixture) at the prescribed concentration with conventional sprayers for chemical protection of tree canopies in an orchard, standard models are used to express the dose rate of the plant protection product. Characteristic properties of the tree canopy in an orchard are not taken into consideration. Such models result in fixed quantities of spray mixture being sprayed through individual nozzles into a tree canopy. In this research work, an autonomous system is presented, which ensures a controlled quantity of spray mixture sprayed through the nozzles onto different tree canopy segments. The autonomous system is based on a fuzzy logic system (FLS) that includes information about the estimated leaf area to ensure more appropriate control of the spray mixture. An integral part of the FLS is a fuzzy logic controller for three electromagnetic valves operating in the pulse width mode and installed on the axial sprayer prototype. The results showed that, with the FLS, it was possible to control the quantity of spray mixture in the specific range depending on the estimated value of the leaf area, with a quantitative spray mixture average saving of 17.92%. For the phenological growth stage BBCH 91, this method represents a powerful tool for reducing the quantity of spray mixture for plant protection in the future. 
700 1 |a Berk, Peter.   |4 aut  |0 (SI-MaCOB)8363875 
700 1 |a Stajnko, Denis,   |d 1964-   |4 aut  |0 (SI-MaCOB)3414115 
700 1 |a Hočevar, Marko,   |d 1972-   |4 aut  |0 (SI-MaCOB)4695395 
700 1 |a Malneršič, Aleš.   |4 aut  |0 (SI-MaCOB)154538851 
700 1 |a Jejčič, Viktor.   |4 aut  |0 (SI-MaCOB)1532259 
700 1 |a Belšak, Aleš.   |4 aut  |0 (SI-MaCOB)4959331 
773 0 |t PloS one  |d San Francisco (CA) : Public Library of Science, 2006-  |x Y506-0087  |g Vol. 14, No. 4 (April 2019), e0214315 
856 4 0 |u https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0214315 
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