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基于Android手機(jī)的智能農(nóng)機(jī)管理系統(tǒng)設(shè)計(jì)與實(shí)現(xiàn)

發(fā)布時(shí)間:2018-05-25 00:25

  本文選題:農(nóng)機(jī)管理 + Android智能手機(jī); 參考:《西南大學(xué)》2017年碩士論文


【摘要】:隨著農(nóng)業(yè)機(jī)械化水平和農(nóng)業(yè)信息化水平的快速發(fā)展,農(nóng)機(jī)設(shè)備的管理顯得越來越重要,然而,傳統(tǒng)農(nóng)機(jī)管理不到位,效率低、成本高;農(nóng)機(jī)具配套不合理、原始資料容易丟失、資料查詢困難;農(nóng)機(jī)作業(yè)狀態(tài)不明確、安全隱患多、維修困難、農(nóng)機(jī)性能參數(shù)不確定、機(jī)手培訓(xùn)困難等諸多問題無法快速解決,農(nóng)機(jī)管理越來越有必要。因?yàn)锳ndroid平臺(tái)具有顯著地開放性和寬泛自由地開發(fā)環(huán)境而被廣泛應(yīng)用,開發(fā)了大量功能豐富、實(shí)用便捷的手機(jī)APP軟件。國內(nèi)一些學(xué)者對(duì)農(nóng)機(jī)管理APP的關(guān)鍵技術(shù)進(jìn)行了研究,一些企業(yè)也開發(fā)了各自的手機(jī)農(nóng)機(jī)管理APP系統(tǒng),雖然解決了農(nóng)機(jī)管理中的一些突出問題,但都存在系統(tǒng)功能簡單、界面單一,各個(gè)農(nóng)機(jī)管理APP之間獨(dú)立存在數(shù)據(jù)共享差等問題,只是為“管”而“管”,智能性差、不易于推廣。針對(duì)上述問題,本研究是在農(nóng)機(jī)設(shè)備端安裝數(shù)據(jù)采集裝置采集農(nóng)機(jī)技術(shù)參數(shù)與作業(yè)狀態(tài)信息,并通過藍(lán)牙上傳至機(jī)手的手機(jī),融合手機(jī)中的GPS/GIS數(shù)據(jù)信息、天氣信息,再通過3G或4G網(wǎng)絡(luò)上傳至Internet網(wǎng),向后臺(tái)中心計(jì)算機(jī)實(shí)時(shí)上傳監(jiān)測(cè)數(shù)據(jù),實(shí)時(shí)遠(yuǎn)程監(jiān)控農(nóng)機(jī)技術(shù)狀態(tài)和作業(yè)狀態(tài),實(shí)現(xiàn)農(nóng)機(jī)作業(yè)管理、機(jī)手在線培訓(xùn)、農(nóng)機(jī)政策與信息共享的功能,為設(shè)備評(píng)價(jià)、投資決策提供依據(jù),將農(nóng)機(jī)使用者、管理機(jī)構(gòu)、設(shè)計(jì)與生產(chǎn)企業(yè)、售后維修、配件供應(yīng)、作業(yè)對(duì)象等實(shí)現(xiàn)聯(lián)動(dòng),為大數(shù)據(jù)提供基礎(chǔ)數(shù)據(jù),同時(shí)還可以共享大數(shù)據(jù),其主要研究內(nèi)容包括:(1)對(duì)系統(tǒng)整體結(jié)構(gòu)進(jìn)行了設(shè)計(jì)。包括移動(dòng)車載端數(shù)據(jù)采集硬件設(shè)計(jì)和農(nóng)機(jī)管理APP軟件設(shè)計(jì),設(shè)計(jì)了系統(tǒng)的框架結(jié)構(gòu)與功能,敘述系統(tǒng)開發(fā)手段與流程,確定農(nóng)機(jī)技術(shù)狀態(tài)判定和移動(dòng)車載端數(shù)據(jù)采集系統(tǒng)的功能、接口和數(shù)據(jù)上傳方式,擬定基于Android手機(jī)農(nóng)機(jī)智能管理APP應(yīng)用軟件的功能模塊。(2)設(shè)計(jì)并搭建了移動(dòng)車載端數(shù)據(jù)采集系統(tǒng)。采用模塊化設(shè)計(jì)原理,將移動(dòng)車載端數(shù)據(jù)采集系統(tǒng)分為傳感器收集與處理模塊、控制模塊、存儲(chǔ)模塊和基于藍(lán)牙的無線傳輸模塊;設(shè)計(jì)了基于CAN總線的電壓型傳感器、電流型傳感器、數(shù)字型傳感器和頻率型傳感器五種類型傳感器接口電路,以滿足農(nóng)機(jī)設(shè)備多種技術(shù)狀態(tài)參數(shù)的收集,同時(shí)各型傳感器接口與控制模塊也采用CAN總線通信;農(nóng)機(jī)設(shè)備工作狀態(tài)參數(shù)不僅可以通過藍(lán)牙模塊上傳至機(jī)手手機(jī),同時(shí)還可以存儲(chǔ)于存儲(chǔ)模塊,便于歷史數(shù)據(jù)查詢。(3)利用手機(jī)GPS/A-GPS的定位數(shù)據(jù),并融合農(nóng)業(yè)GIS系統(tǒng),對(duì)農(nóng)機(jī)設(shè)備的精確定位進(jìn)行了研究。通過基于智能手機(jī)A-GPS的位置業(yè)務(wù)數(shù)據(jù),作為農(nóng)機(jī)設(shè)備的定位參數(shù),大大提高其定位精度,融合農(nóng)業(yè)GIS系統(tǒng),并對(duì)采集的農(nóng)機(jī)坐標(biāo)值進(jìn)行剔除和算術(shù)平均處理以獲得精確高地作業(yè)農(nóng)機(jī)位置經(jīng)、緯度坐標(biāo)信息,為農(nóng)機(jī)設(shè)備作業(yè)面積計(jì)算提供依據(jù)。(4)提出了基于包絡(luò)線的作業(yè)面積算法,并進(jìn)行了詳細(xì)研究;诎j(luò)線的作業(yè)面積算法是指實(shí)時(shí)采集農(nóng)機(jī)地理位置信息,選擇出農(nóng)機(jī)作業(yè)運(yùn)動(dòng)邊界點(diǎn)的坐標(biāo)值,利用曲線擬合的方法求解邊界包絡(luò)線的函數(shù)解析式,進(jìn)一步利用積分法求解包絡(luò)線的面積,所求區(qū)域的面積即為農(nóng)田區(qū)域的作業(yè)面積。(5)開發(fā)了基于Android手機(jī)的“智慧農(nóng)機(jī)管理系統(tǒng)”軟件。通過對(duì)應(yīng)用需求的分析,設(shè)置了包括農(nóng)機(jī)作業(yè)、農(nóng)機(jī)服務(wù)、機(jī)手培訓(xùn)和農(nóng)機(jī)與機(jī)手信息四大模塊,每一級(jí)模塊下又設(shè)置了多個(gè)二級(jí)模塊;全面闡述了系統(tǒng)的開發(fā)過程和設(shè)計(jì)要求,詳細(xì)敘述了軟件開發(fā)環(huán)境的搭建;設(shè)計(jì)了軟件開發(fā)的功能和各個(gè)部分的調(diào)用關(guān)系。(6)搭建了試驗(yàn)平臺(tái),對(duì)系統(tǒng)的各項(xiàng)功能、定位、監(jiān)控和作業(yè)面積等進(jìn)行了相應(yīng)試驗(yàn)。試驗(yàn)結(jié)果表明:系統(tǒng)運(yùn)行穩(wěn)定、功能齊備有效;定位精度與傳統(tǒng)GPS器定位相比明顯提高;在400m2、1000m2、1600m2、2000m2的空地作業(yè)面積進(jìn)行測(cè)試,農(nóng)機(jī)作業(yè)面積的相對(duì)誤差在1.4%~2.085%左右。對(duì)包絡(luò)線面積法在滿幅作業(yè)模式和重疊作業(yè)模式下兩種作業(yè)模式下實(shí)驗(yàn),結(jié)果顯示誤差變化不大,包絡(luò)線法可以有效的防止重疊作業(yè)。
[Abstract]:With the development of agricultural mechanization level and the rapid development of agricultural information level, the management of agricultural machinery equipment is becoming more and more important. However, the traditional agricultural machinery management is not in place, the efficiency is low, the cost is high, the agricultural equipment is not reasonable, the original data is easy to lose, the data query is difficult, the agricultural machine operation condition is not clear, the safety hidden danger is many, the maintenance difficulties, machinery machinery are difficult. Many problems, such as the uncertainty of performance parameters, the difficulty of the training of the machine hand and so on, can not be solved quickly. The agricultural machinery management is becoming more and more necessary. Because the Android platform is widely used for its remarkable openness and wide free development environment, a large number of functional and convenient mobile APP software have been developed. Some domestic scholars have closed the agricultural machinery management APP. The key technology has been studied, and some enterprises have developed their own APP system of agricultural machinery management. Although some outstanding problems in agricultural machinery management have been solved, there are simple system functions, single interface and independent data sharing among various agricultural machinery management APP, which are only "pipe" and "pipe", and the intelligence is poor and is not easy. In order to solve the above problems, this research is to collect the information of agricultural machinery technical parameters and operation state in the equipment end of agricultural machinery equipment, and upload it to the handset of the machine by Bluetooth, and fuse the GPS/GIS data information and weather information in the mobile phone, then upload it to the Internet network through the 3G or 4G network, and upload it to the backstage center computer in real time. The measurement data, real-time remote monitoring of agricultural machinery technical status and operation state, realizing agricultural machinery operation management, on-line training of machine hand, function of agricultural machinery policy and information sharing, providing basis for equipment evaluation and investment decision, and realizing linkage between agricultural machinery users, management institutions, design and production enterprises, after-sale maintenance, spare parts supply and operating objects. The data provides the basic data and can also share the large data. The main contents of the research include: (1) the overall structure of the system is designed. The design of the hardware design of the mobile terminal data acquisition and the APP software design of agricultural machinery management, the framework and function of the system are designed, the system development means and processes are described, and the technical state of agricultural machinery is determined. To determine and move the function of the data acquisition system, interface and data upload mode, the function module of APP application software based on Android mobile machinery intelligent management is designed. (2) the mobile terminal data acquisition system is designed and built. The module design principle is used to divide the data acquisition system of the EMU to the sensor collection and Processing module, control module, storage module and wireless transmission module based on Bluetooth, and five types of sensor interface circuits based on CAN bus voltage sensor, current type sensor, digital sensor and frequency type sensor are designed to meet the collection of various technical state parameters of agricultural machinery equipment, and each type of sensor interface is used. The control module also uses CAN bus communication; the working state parameters of agricultural machinery equipment can not only be uploaded to the handset by the Bluetooth module, but also can be stored in the storage module to facilitate the query of historical data. (3) using the location data of the mobile phone GPS/A-GPS and integrating the agricultural GIS system, the precise positioning of agricultural machinery equipment is studied. Based on the location service data of the smart phone A-GPS, as the location parameter of agricultural machinery equipment, the positioning precision is greatly improved, the agricultural GIS system is fused, and the coordinate values of the agricultural machinery are eliminated and the arithmetic average processing is used to obtain the accurate position of agricultural machinery and the latitude sitting information, which provides the basis for the calculation of the operating area of agricultural machinery equipment. (4) the operation area algorithm based on envelope line is proposed and studied in detail. The operation area algorithm based on envelope line refers to the real-time collection of agricultural machinery geographical location information, select the coordinate value of the movement boundary point of agricultural machinery operation, and use the curve fitting method to solve the function analytic formula of the boundary packet line, and further use the integral method to find out. To unpack the area of the collaterals, the area of the area is the operating area of the farmland area. (5) the "intelligent agricultural machinery management system" software based on the Android mobile phone is developed. Through the analysis of the application requirements, four modules are set up, including agricultural machinery operation, agricultural machinery service, machine hand training and agricultural machinery and hand information, and each module is set under each module. The development process and design requirements of the system are described in detail. The construction of the software development environment is described in detail. The function of the software development and the calling relationship of each part are designed. (6) a test platform is built, and the functions, location, monitoring and operation area of the system are tested. The test results show that: The system runs steadily, the function is effective and the positioning accuracy is obviously improved compared with the traditional GPS positioning. The relative error of the agricultural machinery area is about 1.4%~2.085% in the air area of 400m21000m21600m22000m2, and the envelope area method is under two operating modes under full amplitude operation mode and overlapping operation mode. The result shows that there is little change in the error. The envelope method can effectively prevent overlapped operations.
【學(xué)位授予單位】:西南大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類號(hào)】:TP311.52;S22

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