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Machine learning for weed–plant discrimination in agriculture 5.0:An in-depth review

Artificial Intelligence in Agriculture 2023年第4期10卷 13-25页

作者： Filbert H.Juwono W.K.Wong Seema Verma Neha Shekhawat Basil Andy Lease catur apriono Department of Electrical and Electronic Engineering Xi'an Jiaotong-Liverpool UniversitySuzhou 215123China Dpartment of Electrical and Computer Engineering Curtin University MalaysiaMiri 98009Malaysia School of Physical Sciences Banasthali VidyapithRajasthan 304022India Department of Electrical Engineering Universitas IndonesiaDepok 16424Indonesia

Agriculture 5.0 is an emerging concept where sensors,big data,Internet-of-Things(IoT),robots,and Artificial In-telligence(AI)are used for agricultural *** from Agriculture 4.0,robots and AI become the focus of the implementation in Agriculture *** of the applications of Agriculture 5.0 is weed management where robots are used to discriminate weeds from the crops or plants so that proper action can be performed to remove the *** paper discusses an in-depth review of Machine Learning(ML)techniques used for discriminating weeds from crops or *** specifically present a detailed explanation of five steps required in using ML algorithms to distinguish between weeds and plants.

关键词： Agriculture 5.0 Machine learning Unmanned aerial vehicle Weed-plant discrimination

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Experimental study of the effect of slotted blades on the Savonius wind turbine performance

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Theoretical & Applied Mechanics Letters 2021年第3期11卷 162-171页

作者： Dominicus Danardono Dwi Prija Tjahjana Zainal Arifin Suyitno Suyitno Wibawa Endra Juwana Aditya Rio Prabowo catur Harsito Department of Mechanical Engineering Universitas Sebelas MaretSurakartaIndonesia Vocational School of Mechanical Engineering Universitas Sebelas MaretSurakartaIndonesia

This study investigates the effect of Reynolds number on the performance of Savonius wind turbine with slotted *** turbine performance investigation was based on the torque coefficient(Ct),power coefficient(Cp),and tip speed ratio(TSR).The experiment used two number of blade configuration,blade overlap ratio of 10%,12.5%and 20%,slotted position of 15%,20%,25%and 35%,and also slotted gap width of 3 mm,5 mm,7 mm,and 9 *** wind speed carried out in this experiment are 5.94 m/s,6.46 m/s,6.99 m/s,and 7.27 m/s,which are generated from the fan blowers as a wind *** Savonius turbine with 10%overlap ratio shows the best *** highest Cp obtained is 0.138 by the variation of a 3 mm gap with Re of 1.44×10^(4) and 0.526 TSR.

关键词： Reynolds number Slotted blades Savonius wind turbine

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