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多架次作業(yè)植保無人機最小能耗航跡規(guī)劃算法研究
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國家高技術(shù)研究發(fā)展計劃(863計劃)資助項目(2012AA101901),、北京市科技計劃資助項目(D151100001215003)和北京市農(nóng)林科學(xué)院國際合作基金資助項目(GJHZ2015-7)


Path Planning Based on Minimum Energy Consumption for Plant Protection UAVs in Sorties
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    摘要:

    利用柵格法對工作區(qū)域進行劃分,,快速得到往復(fù)遍歷式植保無人機的作業(yè)路徑,在以作業(yè)架次數(shù)最少為約束條件的情況下,,研究了一種多架次返航路線規(guī)劃算法,,合理地分配了各架次的噴藥量和返航點,使無人機的工作總能耗最小,,降低了無人機在非作業(yè)情況下無效消耗能量,,提高了作業(yè)效率。仿真結(jié)果表明,,在同等作業(yè)條件下,,在一塊210m×200m的矩形作業(yè)區(qū)域,采用本算法進行航跡規(guī)劃,,相比于僅以藥液耗盡為返航依據(jù)的航跡規(guī)劃,,能耗節(jié)省率達到了12.89%,而且作業(yè)面積越大,,能量節(jié)省效果越明顯,,通過田間對比試驗,進一步證明了算法的可行性,。

    Abstract:

    According to back-to-back traversal of plant protection UAV, a kind of working area decomposing method based on grid method was used to extract the UAV working path. A route planning algorithm with the minimum return number was proposed in order to reduce the ineffective energy consumption in non-operate situation. The spraying amount and return points of the sorties were reasonably allocated to improve operational efficiency. The simulation results show that using this algorithm in an area of 15600m2, compared to the return route in the liquid exhaustion situation, energy consumption of the UAV was reduced by 5.99%; while in an area of 42000m2, energy consumption of the UAV was even reduced by 12.89%. When the operation area was larger, the energysaving effect was more obvious, which proved the feasibility of route planning algorithm. Field tests in an area of 2500m2 proved that there were deviations between theory and practical routes. The possible reasons were GPS positioning error, wind and center of gravity in liquid. So the GPS positioning accuracy needs to be improved, and the flight control system needs to be further improved. This flight route planning algorithm was proposed for automatic UAVs in unmanned operation, thus the flight routes were set before operation, and the energy consumption of UAVs and flight sorties can be estimated in advance. Nowadays, the unmanned operation becomes a new trend, and this flight route planning algorithm can be widely used in precision agriculture.

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徐 博,陳立平,譚 彧,徐 旻.多架次作業(yè)植保無人機最小能耗航跡規(guī)劃算法研究[J].農(nóng)業(yè)機械學(xué)報,2015,46(11):36-42. Xu Bo, Chen Liping, Tan Yu, Xu Min. Path Planning Based on Minimum Energy Consumption for Plant Protection UAVs in Sorties[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(11):36-42.

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  • 收稿日期:2015-03-13
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  • 在線發(fā)布日期: 2015-11-10
  • 出版日期: 2015-11-10
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