TWI786985B - Automatic spraying operation of unmanned aerial vehicle based on dynamic adjustment of warning range system and method thereof - Google Patents
Automatic spraying operation of unmanned aerial vehicle based on dynamic adjustment of warning range system and method thereof Download PDFInfo
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一種無人機自動噴灑系統及其方法,尤其是指一種在無人機自動噴灑過程中透過動態調整預警範圍以提高工作人員安全性的無人機自動噴灑系統及其方法。An unmanned aerial vehicle automatic spraying system and its method, in particular, an unmanned aerial vehicle automatic spraying system and its method for improving the safety of workers by dynamically adjusting the warning range during the automatic spraying process of the unmanned aerial vehicle.
現有無人機可以應用在各式各樣的領域,對於無人機應用於大面積作業區域的噴灑,無人機會沿著設定好的路徑進行大面積作業區域的自動噴灑作業,藉此可以大幅的降低人力成本。Existing UAVs can be used in various fields. For the spraying of UAVs in large-area operation areas, the UAV will perform automatic spraying operations in large-area operation areas along the set path, thereby greatly reducing manpower. cost.
然而,現有無人機應用於大面積作業區域的噴灑,僅會沿著設定好的路徑進行大面積作業區域的自動噴灑作業,當作業區域中出現非預期的工作人員時,無人機並不會因為有工作人員在作業區域中而即時做出任何暫停自動噴灑作業的判斷與決策,這會造成大面積作業區域的自動噴灑作業存在有安全性疑慮。However, the existing drones applied to the spraying of large-area operation areas will only carry out automatic spraying operations in large-area operation areas along the set path. When there are unexpected workers in the operation area, the drone will not There are staff members in the operation area who immediately make any judgment and decision to suspend the automatic spraying operation, which will cause safety concerns in the automatic spraying operation in the large-area operation area.
綜上所述,可知先前技術中長期以來一直存在現有無人機僅會依據被設定好的路徑進行自動噴灑作業而無法在出現非預期工作人員出現於作業區域的情況下做出智能控制自動噴灑的判斷與決策,導致存在有安全性疑慮的問題,因此有必要提出改進的技術手段,來解決此一問題。To sum up, it can be seen that in the prior art, there have been existing UAVs for a long time that can only perform automatic spraying operations according to the set path, but cannot make intelligent control of automatic spraying when unexpected workers appear in the operation area. Judgment and decision-making lead to problems with security concerns, so it is necessary to propose improved technical means to solve this problem.
有鑒於先前技術存在現有無人機僅會依據被設定好的路徑進行自動噴灑作業而無法在出現非預期工作人員出現於作業區域的情況下做出智能控制自動噴灑的判斷與決策,導致存在有安全性疑慮的問題,本發明遂揭露一種基於動態調整預警範圍的無人機自動噴灑作業系統及其方法,其中:In view of the existence of the previous technology, the existing drones will only perform automatic spraying operations according to the set path, and cannot make judgments and decisions on intelligently controlled automatic spraying when unexpected staff appear in the operation area, resulting in safety hazards. To solve the problem of sexual misgivings, the present invention discloses a UAV automatic spraying operation system and method based on dynamically adjusting the early warning range, wherein:
本發明所揭露的基於動態調整預警範圍的無人機自動噴灑作業系統,其包含:無人機以及路徑伺服器,無人機更包含:無人機傳輸模組、飛行控制模組、影像分析模組、範圍計算模組以及噴灑控制模組;路徑伺服器更包含:伺服器傳輸模組以及路徑生成模組。The UAV automatic spraying operation system based on dynamic adjustment of early warning range disclosed in the present invention includes: UAV and path server, UAV further includes: UAV transmission module, flight control module, image analysis module, range The computing module and the spraying control module; the path server further includes: a server transmission module and a path generation module.
無人機傳輸模組是接收作業路徑,傳送被記錄的無人機的飛行路徑,接收二次作業路徑;飛行控制模組是依據飛行高度、飛行速率以及作業路徑控制無人機進行自動噴灑作業,依據飛行高度、飛行速率以及二次作業路徑控制無人機再次進行自動噴灑作業;影像分析模組是於無人機的自動噴灑作業中取得環境影片,並進一步分析環境影片中的工作人員的行進方向與行進速率;範圍計算模組是當判斷出行進方向會與噴灑範圍相交時,計算出行進速率以及飛行速率的相對速率,再由相對速率與預警時間計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍;噴灑控制模組是當判斷出環境影片中的預警範圍內具有工作人員時,暫停自動噴灑作業且記錄無人機暫停自動噴灑作業時無人機的飛行路徑,當判斷出環境影片中的預警範圍內不再具有工作人員時,無人機恢復自動噴灑作業且停止記錄無人機的飛行路徑。The UAV transmission module is to receive the operation path, transmit the recorded flight path of the UAV, and receive the secondary operation path; the flight control module is to control the UAV to perform automatic spraying operations according to the flight height, flight speed and operation path. The altitude, flight speed and secondary operation path control the drone to perform automatic spraying operations again; the image analysis module obtains environmental videos during the automatic spraying operations of drones, and further analyzes the traveling direction and speed of the staff in the environmental videos ;The range calculation module is to calculate the relative speed of the travel speed and the flight speed when it is judged that the travel direction will intersect the spray range, and then calculate the preset distance from the relative speed and the warning time, and extend the spray range outward to the preset The distance is used to calculate the warning range; the spraying control module is to suspend the automatic spraying operation and record the flight path of the UAV when the UAV suspends the automatic spraying operation when it judges that there are staff members within the early warning range in the environmental film. When there are no more workers within the warning range in the video, the drone resumes its automatic spraying operation and stops recording the flight path of the drone.
路徑伺服器的伺服器傳輸模組是自無人機傳送模組接收被記錄的無人機的飛行路徑,傳送二次作業路徑至無人機傳輸模組;以及路徑伺服器的路徑生成模組是依據無人機的位置資訊與無人機的飛行路徑並配合預警範圍產生的至少一標記範圍生成二次作業路徑。The server transmission module of the path server receives the recorded flight path of the drone from the UAV transmission module, and transmits the secondary operation path to the UAV transmission module; and the path generation module of the path server is based on the UAV transmission module. The location information of the UAV and the flight path of the UAV are combined with at least one marked range generated by the early warning range to generate a secondary operation path.
本發明所揭露的基於動態調整預警範圍的無人機自動噴灑作業方法,其包含下列步驟:The UAV automatic spraying operation method based on dynamically adjusting the early warning range disclosed by the present invention comprises the following steps:
首先,無人機接收作業路徑;接著,無人機依據飛行高度、飛行速率以及作業路徑控制無人機進行噴灑範圍的自動噴灑作業;接著,無人機於自動噴灑作業中取得環境影片,並進一步分析環境影片中的工作人員的行進方向與行進速率;接著,無人機當判斷出行進方向會與噴灑範圍相交時,計算出行進速率以及飛行速率的相對速率,再由相對速率與預警時間計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍;接著,無人機當判斷出環境影片中的預警範圍內具有工作人員時,暫停自動噴灑作業且記錄無人機暫停自動噴灑作業時無人機的飛行路徑;接著,無人機當判斷出環境影片中的預警範圍內不再具有工作人員時,恢復自動噴灑作業且停止記錄無人機的飛行路徑;接著,無人機傳送被記錄的無人機的飛行路徑至路徑伺服器;接著,路徑伺服器依據無人機的位置資訊與無人機的飛行路徑並配合預警範圍產生的至少一標記範圍生成二次作業路徑;接著,路徑伺服器傳送二次作業路徑至無人機;最後,無人機依據飛行高度、飛行速率以及二次作業路徑控制無人機再次進行自動噴灑作業。First, the UAV receives the operation path; then, the UAV controls the UAV to carry out the automatic spraying operation of the spraying range according to the flight height, flight speed and operation path; then, the UAV obtains the environmental video during the automatic spraying operation, and further analyzes the environmental video The travel direction and travel speed of the staff in the center; then, when the UAV judges that the travel direction will intersect the spraying range, it calculates the relative speed of the travel speed and flight speed, and then calculates the preset distance based on the relative speed and the warning time , extend the spraying range outwards by a preset distance to calculate the warning range; then, when the UAV judges that there are workers within the warning range in the environmental video, it suspends the automatic spraying operation and records when the UAV suspends the automatic spraying operation. The flight path of the drone; then, when the UAV judges that there are no more workers within the early warning range in the environmental film, it resumes the automatic spraying operation and stops recording the flight path of the UAV; then, the UAV transmits the recorded flight of the UAV route to the route server; then, the route server generates a secondary operation route based on the location information of the UAV and the flight path of the UAV and cooperates with at least one mark range generated by the warning range; then, the route server sends the secondary operation route to UAV; Finally, the UAV controls the UAV to perform automatic spraying operations again according to the flight altitude, flight speed and secondary operation path.
本發明所揭露的系統及方法如上,與先前技術之間的差異在於無人機分析環境影片中的工作人員的行進方向與行進速率,無人機計算出預設距離以將噴灑範圍向外延伸預設距離為預警範圍,無人機當判斷出環境影片中的預警範圍內具有工作人員暫停自動噴灑作業。The system and method disclosed in the present invention are as above, and the difference from the prior art is that the UAV analyzes the traveling direction and speed of the staff in the environmental video, and the UAV calculates the preset distance to extend the spraying range to the preset The distance is the early warning range. When the UAV judges that there are staff within the early warning range in the environmental video, the automatic spraying operation will be suspended.
透過上述的技術手段,本發明可以達成透過可動態調整預警範圍的無人機自動噴灑作業提高作業區域中人員安全性的技術功效。Through the above-mentioned technical means, the present invention can achieve the technical effect of improving the safety of personnel in the operation area through the automatic spraying operation of the UAV that can dynamically adjust the warning range.
以下將配合圖式及實施例來詳細說明本發明的實施方式,藉此對本發明如何應用技術手段來解決技術問題並達成技術功效的實現過程能充分理解並據以實施。The implementation of the present invention will be described in detail below in conjunction with the drawings and examples, so that the realization process of how to use technical means to solve technical problems and achieve technical effects in the present invention can be fully understood and implemented accordingly.
以下首先要說明本發明所揭露的基於動態調整預警範圍的無人機自動噴灑作業系統,並請參考「第1圖」所示,「第1圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業系統的系統方塊圖。Firstly, the UAV automatic spraying operation system based on the dynamic adjustment of the early warning range disclosed by the present invention will be described below, and please refer to "Fig. 1", which shows the unmanned aerial vehicle based on the dynamic adjustment of the early warning range The system block diagram of the machine automatic spraying operation system.
本發明所揭露的基於動態調整預警範圍的無人機自動噴灑作業系統,其包含:無人機10以及路徑伺服器20,無人機10更包含:無人機傳輸模組12、飛行控制模組14、影像分析模組15、範圍計算模組16以及噴灑控制模組17;路徑伺服器20更包含:伺服器傳輸模組21以及路徑生成模組23。The UAV automatic spraying operation system based on dynamic adjustment of early warning range disclosed in the present invention includes:
無人機10是提供大範圍農地噴灑農藥、噴灑水分…等使用的無人飛行器,無人機10與路徑伺服器20彼此之間是透過無線傳輸方式建立連線,前述的無線傳輸方式例如是:Wi-Fi、行動通訊網路(例如是:3G、4G、5G…等)…等,無人機10具備定時取得位置資訊的功能,無人機10例如是透過全球定位系統以取得位置資訊,前述的定時例如是每5秒、每30秒、每分鐘…等,再透過無人機傳輸模組12傳輸位置資訊。The unmanned
請參考「第2圖」所示,「第2圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業區域示意圖。Please refer to "Figure 2", which is a schematic diagram of the operating area of the UAV automatic spraying operation based on the dynamic adjustment of the early warning range of the present invention.
無人機10可以透過無線傳輸方式自外部電子裝置(圖中未繪示)接收作業起始位置41以及作業終止位置42,前述的外部電子裝置例如是:一般電腦、筆記型電腦、智慧型手機…等,無人機10可提供作業起始位置41以及作業終止位置42。The
路徑伺服器20可自無人機10接收位置資訊,路徑伺服器20可以自無人機10接收作業起始位置41以及作業終止位置42,接路徑伺服器20可依據位置資訊查詢出作業區域40以及劃分作業區域的多個作業子區域401,接著,路徑伺服器20即可依據作業起始位置41以及作業終止位置42配合作業子區域401生成作業路徑51,作業路徑51的示意請參考「第3圖」所示,「第3圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業路徑示意圖。The
在路徑伺服器20可提供作業路徑51至無人機10,無人機10也可以透過外部電子裝置(圖中未繪示)接收作業路徑51,接著接著接飛行控制模組14會依據飛行高度、飛行速度以及作業路徑控制無人機10進行噴灑範圍的自動噴灑作業,噴灑範圍、飛行高度以及飛行速度可以是預先儲存於無人機10中、透過外部電子裝置提供或是透過路徑伺服器20提供。The
影像分析模組15是於自動噴灑作業中取得環境影片,並進一步分析環境影片中的工作人員的行進方向與行進速率,影像分析模組15是於環境影片中擷取包含有工作人員且連續的二個環境影像,依據二個環境影像中工作人員的位置以分析出工作人員的行進方向,將二個環境影像中工作人員的位置計算出位移量,位移量除以二個環境影像擷取的時間差以計算出工作人員的行進速率。The
值得注意的是,無人機10可以依據飛行高度、環境資訊、霧滴飄散資訊計算出噴灑範圍61,霧滴飄散資訊是預先儲存於無人機10中 、透過外部電子裝置提供或是透過路徑伺服器20提供,霧滴飄散資訊是基於無人機10所使用的噴灑頭、噴灑液體中的添加劑…等具備對應的參數,前述的噴灑頭例如是:氣輔式噴霧設備(air-assisted sprays)、靜電噴頭(electrostatic nozzle)…等,前述的添加劑例如是:聚合環氧乙烯、聚丙烯醯胺、多醣類(polysaccharide)…等,噴灑範圍61可以使用美國農業應用技術研究所(Architectural Technology Research Unit,ATRU)以及美國俄亥俄州立大學共同開發的評估軟體“DRIFTSIM”進行計算,藉由輸入環境資訊中的風向、風速、溫度以及相對溼度,輸入霧滴飄散資訊中的霧滴大小以及霧滴速度以及輸入飛行高度…等參數,便可計算出對應條件下的噴灑範圍61。It is worth noting that the
範圍計算模組16會當判斷出行進方向會與噴灑範圍相交時,計算出行進速率以及飛行速率的相對速率,再由相對速率與預警時間計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍62,即範圍計算模組16是將飛行速率計算出沿行進方向的飛行速率分量,再將飛行速率減去飛行速率分量取絕對值以計算出相對速率,再將相對速率乘以預警時間以計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍62,值得注意的是,預警範圍62包含有噴灑範圍61。The
請參考「第4A圖」以及「第4B圖」所示,「第4A圖」以及「第4B圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的噴灑範圍以及預警範圍示意圖,「第4A圖」以及「第4B圖」中,範圍計算模組16以判斷出工作人員71的行進方向72會與噴灑範圍61相交,並且「第4A圖」中工作人員71的行進速率73會大於「第4B圖」中工作人員71的行進速率73,在「第4A圖」以及「第4B圖」中範圍計算模組16將飛行速率計算出沿行進方向的飛行速率分量為0,再將飛行速率減去飛行速率分量取絕對值以計算出相對速率可以得知「第4A圖」所計算出的相對速率會大於「第4B圖」所計算出的相對速率,再將相對速率乘以預警時間(「第4A圖」以及「第4B圖」中的預警時間相同)以計算出預設距離可以得知「第4A圖」所計算出的預設距離會大於「第4B圖」所計算出的預設距,故「第4A圖」將噴灑範圍61向外延伸預設距離所計算出預警範圍62的範圍會大於「第4B圖」將噴灑範圍61向外延伸預設距離所計算出預警範圍62的範圍,藉此可以得知預警範圍62會隨著工作人員71的行進速率73不同而進行動態的調整。Please refer to "Figure 4A" and "Figure 4B". "Figure 4A" and "Figure 4B" are schematic diagrams of the spraying range and early warning range of the UAV automatic spraying operation based on the dynamic adjustment of the early warning range of the present invention. , in "Fig. 4A" and "Fig. 4B", the
接著,當判斷出環境影片中的預警範圍62內具有第一工作人員711時,噴灑控制模組17則會控制無人機10暫停自動噴灑作業且記錄無人機10暫停自動噴灑作業時的第一飛行路徑521,第一飛行路徑521的示意請參考「第5圖」所示,「第5圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的飛行路徑示意圖,當判斷出環境影片中的預警範圍62內具有第二工作人員712時,噴灑控制模組17則會控制無人機10暫停自動噴灑作業且記錄無人機10暫停自動噴灑作業時的第二飛行路徑522,第二飛行路徑522的示意請參考「第5圖」所示,值得注意的是,噴灑控制模組17控制無人機10暫停自動噴灑作業時,無人機10會進一步透過語音播放警示訊息或是播放警示音效以進行自動噴灑作業的提示,亦即用以提示第一工作人員711或是第二工作人員712盡快離開自動噴灑作業的範圍。Next, when it is determined that there is a
在「第5圖」中實線為無人機暫停自動噴灑作業的起始預警範圍62、第一工作人員711以及第二工作人員712的初始位置,虛線為無人機恢復自動噴灑作業的預警範圍62以及、第一工作人員711以及第二工作人員712的移動後位置,實線與虛線第一工作人員711以及第二工作人員712之間的箭頭為第一工作人員711以及第二工作人員712的移動方向,並且可以明顯看出因動態調整預警範圍62而使得暫停自動噴灑作業的第一標記區域402以及第二標記區域403也會有範圍的差異,如請參考「第6圖」中網點區域所示,「第6圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業子區域標示示意圖。In "Figure 5", the solid line is the
當判斷出影像分析模組15所取得的環境影片中的預警範圍62內不再具有第一工作人員711或是第二工作人員712時,噴灑控制模組17即會控制無人機10恢復自動噴灑作業且停止記錄第一飛行路徑521或是第二飛行路徑522,噴灑控制模組17控制無人機10恢復自動噴灑作業時,無人機10會進一步透過語音播放警示訊息或是播放警示音效以進行自動噴灑作業的提示,亦即用以提示第一工作人員711或是第二工作人員712已離開自動噴灑作業的範圍將恢復自動噴灑作業。When it is judged that there is no longer the
在無人機10依據作業路徑51進行自動噴灑作業完成時,若是噴灑控制模組17有記錄第一飛行路徑521以及/或是第二飛行路徑522,即可透過無人機傳輸模組12傳送被記錄的飛行路徑52至路徑伺服器20,伺服器傳輸模組21即可自無人機傳輸模組12接收被記錄的第一飛行路徑521以及/或是第二飛行路徑522。When the
在伺服器傳輸模組21自無人機傳輸模組12接收被記錄的第一飛行路徑521以及第二飛行路徑522時,在「第6圖」中被網點標示的第一標記區域402以及第二標記區域403即是依據第一飛行路徑521以及第二飛行路徑522並配合預警範圍62所生成建立。When the
接著,路徑生成模組23會依據位置資訊、第一標記區域402以及第二標記區域403生成二次作業路徑53,二次作業路徑53的示意請參考「第7圖」所示,「第7圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的二次作業路徑示意圖,伺服器傳輸模組21即可將二次作業路徑53傳送至無人機10。Next, the
無人機傳輸模組12自伺服器傳輸模組21接收二次作業路徑53時,飛行控制模組14即會依據飛行高度以及二次作業路徑控制無人機10再次進行自動噴灑作業,值得注意的是,無人機10僅會在第一標記區域402以及第二標記區域403中進行自動噴灑作業,並且值得注意的是,在無人機10沿二次作業路徑53抵達第一標記區域402或是第二標記區域403之前的提示距離時,無人機10會進一步透過語音播放警示訊息或是播放警示音效以進行自動噴灑作業的提示,亦即用以提示無人機10即將進行自動噴灑作業。When the
當範圍計算模組16未計算出預警範圍62,環境影片中出現非預期的工作人員且鄰近噴灑範圍61,噴灑控制模組17暫停自動噴灑作業且記錄無人機10暫停自動噴灑作業時無人機10的飛行路徑,在環境影片中出現非預期的工作人員離開噴灑範圍61之外後,再經過預設時間使環境影片中出現非預期的工作人員遠離噴灑範圍61,噴灑控制模組17恢復自動噴灑作業且停止記錄無人機10的飛行路徑。When the
影像分析模組15分析出環境影片中的噴灑範圍61產生偏移方向以及偏移距離時,飛行控制模組14依據偏移距離生成控制指令以控制無人機10向偏移方向相反的方向移動偏移距離,藉此以調整噴灑範圍61的位置。When the
接著,以下將以說明本發明的運作方法,並請參考「第8A圖」以及「第8B圖」所示,「第8A圖」至「第8B圖」繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業方法的方法流程圖。Next, the operation method of the present invention will be described below, and please refer to "Figure 8A" and "Figure 8B". The method flowchart of the automatic spraying operation method of the unmanned aerial vehicle.
本發明所揭露的基於動態調整預警範圍的無人機自動噴灑作業方法,其包含下列步驟:The UAV automatic spraying operation method based on dynamically adjusting the early warning range disclosed by the present invention comprises the following steps:
首先,無人機接收作業路徑(步驟701);接著,無人機依據飛行高度、飛行速率以及作業路徑控制無人機進行以噴灑範圍的自動噴灑作業(步驟702);接著,無人機於自動噴灑作業中取得環境影片,並進一步分析環境影片中的工作人員的行進方向與行進速率(步驟703);接著,無人機當判斷出行進方向會與噴灑範圍相交時,計算出行進速率以及飛行速率的相對速率,再由相對速率與預警時間計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍(步驟704);接著,無人機當判斷出環境影片中的預警範圍內具有工作人員時,暫停自動噴灑作業且記錄無人機暫停自動噴灑作業時無人機的飛行路徑(步驟705);接著,無人機當判斷出環境影片中的預警範圍內不再具有工作人員時,恢復自動噴灑作業且停止記錄無人機的飛行路徑(步驟706);接著,無人機傳送被記錄的無人機的飛行路徑至路徑伺服器(步驟707);接著,路徑伺服器依據位置資訊與無人機的飛行路徑並配合預警範圍產生的至少一標記範圍生成二次作業路徑(步驟708);接著,路徑伺服器傳送二次作業路徑至無人機(步驟709);最後,無人機依據飛行高度、飛行速率以及二次作業路徑控制無人機再次進行自動噴灑作業(步驟710)。First, the UAV receives the operation path (step 701); then, the UAV controls the UAV to perform automatic spraying operations in the spraying range according to the flight height, flight speed and operation path (step 702); then, the UAV is in the automatic spraying operation Obtain the environmental video, and further analyze the traveling direction and speed of the staff in the environmental video (step 703); then, when the UAV judges that the traveling direction will intersect the spraying range, calculate the relative speed of the traveling speed and flight speed , and then calculate the preset distance from the relative rate and the warning time, and extend the spraying range outward to the preset distance to calculate the warning range (step 704); then, when the UAV judges that there are staff members within the warning range in the environmental video , suspend the automatic spraying operation and record the flight path of the UAV when the UAV suspends the automatic spraying operation (step 705); then, when the UAV determines that there is no longer any staff in the early warning range in the environmental film, resume the automatic spraying operation And stop recording the flight path of the drone (step 706); then, the drone sends the recorded flight path of the drone to the path server (step 707); then, the path server and the flight path of the drone according to the location information Generate a secondary operation path based on at least one marked range generated by the early warning range (step 708); then, the path server sends the secondary operation path to the UAV (step 709); finally, the UAV according to the flight altitude, flight speed and secondary operation path The operation path controls the unmanned aerial vehicle to perform the automatic spraying operation again (step 710).
綜上所述,可知本發明與先前技術之間的差異在於無人機分析環境影片中的工作人員的行進方向與行進速率,無人機計算出預設距離以將噴灑範圍向外延伸預設距離為預警範圍,無人機當判斷出環境影片中的預警範圍內具有工作人員暫停自動噴灑作業。In summary, it can be seen that the difference between the present invention and the prior art lies in that the UAV analyzes the traveling direction and speed of the staff in the environmental film, and the UAV calculates the preset distance to extend the spraying range outward. The preset distance is Early warning range, when the UAV judges that there are staff within the early warning range in the environmental video, the automatic spraying operation will be suspended.
藉由此一技術手段可以來解決先前技術所存在現有無人機僅會依據被設定好的路徑進行自動噴灑作業而無法在出現非預期工作人員出現於作業區域的情況下做出智能控制自動噴灑的判斷與決策,導致存在有安全性疑慮的問題,進而達成透過可動態調整預警範圍的無人機自動噴灑作業提高作業區域中人員安全性的技術功效。This technical means can be used to solve the problems existing in the prior art that the existing drones will only perform automatic spraying operations according to the set path and cannot perform intelligent control of automatic spraying when unexpected workers appear in the operation area. Judgment and decision-making lead to problems with safety concerns, and then achieve the technical effect of improving the safety of personnel in the operation area through the automatic spraying operation of UAVs that can dynamically adjust the warning range.
雖然本發明所揭露的實施方式如上,惟所述的內容並非用以直接限定本發明的專利保護範圍。任何本發明所屬技術領域中具有通常知識者,在不脫離本發明所揭露的精神和範圍的前提下,可以在實施的形式上及細節上作些許的更動。本發明的專利保護範圍,仍須以所附的申請專利範圍所界定者為準。Although the embodiments disclosed in the present invention are as above, the content described above is not intended to directly limit the patent protection scope of the present invention. Anyone with ordinary knowledge in the technical field to which the present invention belongs can make some changes in the forms and details of the implementation without departing from the disclosed spirit and scope of the present invention. The scope of patent protection of the present invention must still be defined by the appended patent application scope.
10:無人機 12:無人機傳輸模組 14:飛行控制模組 15:影像分析模組 16:範圍計算模組 17:噴灑控制模組 20:路徑伺服器 21:伺服器傳輸模組 23:路徑生成模組 40:作業區域 401:作業子區域 402:第一標記區域 403:第二標記區域 41:作業起始位置 42:作業終止位置 51:作業路徑 521:第一飛行路徑 522:第二飛行路徑 53:二次作業路徑 61:噴灑範圍 62:預警範圍 71:工作人員 72:行進方向 73:行進速率 步驟 701:無人機接收作業路徑 步驟 702:無人機依據飛行高度、飛行速率以及作業路徑控制無人機進行自動噴灑作業 步驟 703:無人機於自動噴灑作業中取得環境影片,並進一步分析環境影片中的工作人員的行進方向與行進速率 步驟 704:無人機當判斷出行進方向會與噴灑範圍相交時,計算出行進速率以及飛行速率的相對速率,再由相對速率與預警時間計算出預設距離,將噴灑範圍向外延伸預設距離以計算出預警範圍 步驟 705:無人機當判斷出環境影片中的預警範圍內具有工作人員時,暫停自動噴灑作業且記錄無人機暫停自動噴灑作業時無人機的飛行路徑 步驟 706:無人機當判斷出環境影片中的預警範圍內不再具有工作人員時,恢復自動噴灑作業且停止記錄無人機的飛行路徑 步驟 707:無人機傳送被記錄的無人機的飛行路徑至路徑伺服器 步驟 708:路徑伺服器依據位置資訊與無人機的飛行路徑並配合預警範圍產生的至少一標記範圍生成二次作業路徑 步驟 709:路徑伺服器傳送二次作業路徑至無人機 步驟 710:無人機依據飛行高度、飛行速率以及二次作業路徑控制無人機再次進行自動噴灑作業 10: Drone 12: Drone transmission module 14: Flight control module 15: Image analysis module 16: Range calculation module 17: Spray control module 20:Path server 21: Server transmission module 23:Path generation module 40: Operating area 401: Job Sub-Area 402: The first marked area 403: Second marked area 41: Job starting position 42: job termination position 51: Job path 521: First flight path 522: Second flight path 53: Secondary job path 61: Spray range 62: Early warning range 71: Staff 72: direction of travel 73: travel speed Step 701: The UAV receives the operation path Step 702: The UAV controls the UAV to perform automatic spraying operations according to the flight height, flight speed and operation path Step 703: The UAV obtains the environmental video during the automatic spraying operation, and further analyzes the traveling direction and speed of the staff in the environmental video Step 704: When the UAV judges that the traveling direction will intersect with the spraying range, calculate the relative speed of the traveling speed and the flying speed, then calculate the preset distance from the relative speed and the warning time, and extend the spraying range outward for the preset distance to calculate the warning range Step 705: When the UAV determines that there are staff members within the early warning range in the environmental film, suspend the automatic spraying operation and record the flight path of the UAV when the UAV suspends the automatic spraying operation Step 706: When the UAV judges that there are no more staff within the early warning range in the environmental video, resume the automatic spraying operation and stop recording the flight path of the UAV Step 707: The drone transmits the recorded flight path of the drone to the path server Step 708: The path server generates a secondary operation path based on the location information and the flight path of the UAV and cooperates with at least one marked range generated by the warning range Step 709: The path server sends the secondary operation path to the UAV Step 710: The UAV controls the UAV to perform automatic spraying operations again according to the flight height, flight speed and secondary operation path
第1圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業系統的系統方塊圖。 第2圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業區域示意圖。 第3圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業路徑示意圖。 第4A圖以及第4B圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的噴灑範圍以及預警範圍示意圖。 第5圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的飛行路徑示意圖。 第6圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的作業子區域標示示意圖。 第7圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業的二次作業路徑示意圖。 第8A圖以及第8B圖繪示為本發明基於動態調整預警範圍的無人機自動噴灑作業方法的方法流程圖。 Figure 1 is a system block diagram of the UAV automatic spraying operation system based on the dynamic adjustment of the early warning range of the present invention. Figure 2 is a schematic diagram of the operating area of the automatic spraying operation of the drone based on the dynamic adjustment of the early warning range of the present invention. Fig. 3 is a schematic diagram of the operation path of the automatic spraying operation of the drone based on the dynamic adjustment of the early warning range of the present invention. Fig. 4A and Fig. 4B are schematic diagrams of the spraying range and the early warning range of the UAV automatic spraying operation based on the dynamic adjustment of the early warning range of the present invention. Fig. 5 is a schematic diagram of the flight path of the automatic spraying operation of the UAV based on the dynamic adjustment of the early warning range of the present invention. Figure 6 is a schematic diagram of the sub-area marking of the UAV automatic spraying operation based on the dynamic adjustment of the early warning range of the present invention. Figure 7 is a schematic diagram of the secondary operation path of the UAV automatic spraying operation based on the dynamic adjustment of the early warning range of the present invention. FIG. 8A and FIG. 8B are flow charts of the method of the automatic spraying operation method of the drone based on the dynamic adjustment of the early warning range of the present invention.
10:無人機 10: Drone
12:無人機傳輸模組 12: Drone transmission module
14:飛行控制模組 14: Flight control module
15:影像分析模組 15: Image analysis module
16:範圍計算模組 16: Range calculation module
17:噴灑控制模組 17: Spray control module
20:路徑伺服器 20:Path server
21:伺服器傳輸模組 21: Server transmission module
23:路徑生成模組 23:Path generation module
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CN113917946A (en) * | 2021-11-18 | 2022-01-11 | 上海顺诠科技有限公司 | Unmanned aerial vehicle automatic spraying operation system and method based on dynamic adjustment early warning range |
CN113917946B (en) * | 2021-11-18 | 2024-05-10 | 上海顺诠科技有限公司 | Unmanned aerial vehicle automatic spraying operation system and method based on dynamic adjustment early warning range |
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