CN107091909A - A kind of Intelligent data analysis and decision system for preserving fruit and vegetable utilizing - Google Patents
A kind of Intelligent data analysis and decision system for preserving fruit and vegetable utilizing Download PDFInfo
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Abstract
本发明公开了一种用于果蔬保鲜的智能数据分析和决策系统,包括装置本体、控制线路系统、主控系统、云服务系统,在装置本体上设有箱体、控制电路系统、电源开关、触控显示屏、指示灯、报警器,在控制电路系统上设有中央处理器、串行接口、ZigBee模块、ARM处理器、报警器、变送器、温度传感器、湿度传感器、气体传感器、GPRS模块、GSM数据采集模块、无线网络模块,装置本体内设有智能管控的主控系统、云服务系统,本发明可对果蔬采后保鲜进行远程监控和智能控制,使得果蔬采后保鲜监控更方便,并且可以避免长时间不间断的保鲜监控工作容易产生的疏漏,降低人力成本。
The invention discloses an intelligent data analysis and decision-making system for fruit and vegetable preservation, which includes a device body, a control circuit system, a main control system, and a cloud service system. Touch display screen, indicator light, alarm, with central processing unit, serial interface, ZigBee module, ARM processor, alarm, transmitter, temperature sensor, humidity sensor, gas sensor, GPRS on the control circuit system Module, GSM data acquisition module, wireless network module, the main control system of intelligent management and control, cloud service system in the device body, the present invention can carry out remote monitoring and intelligent control on the post-harvest preservation of fruits and vegetables, making the post-harvest freshness monitoring of fruits and vegetables more convenient , and can avoid the omissions that are easy to occur in the long-term uninterrupted fresh-keeping monitoring work, and reduce labor costs.
Description
技术领域technical field
本发明涉及果蔬智能保鲜技术领域,具体为一种用于果蔬保鲜的智能数据分析和决策系统。The invention relates to the technical field of intelligent preservation of fruits and vegetables, in particular to an intelligent data analysis and decision-making system for preservation of fruits and vegetables.
背景技术Background technique
目前,国外果蔬保鲜己经发展到较高水平,形成了成套的技术、完整的设施设备和生产规范,并在向无人化、智能化、网络化和无线化方向发展。At present, foreign fruit and vegetable preservation has developed to a relatively high level, forming a complete set of technology, complete facilities and equipment and production specifications, and is developing in the direction of unmanned, intelligent, networked and wireless.
中国果蔬保鲜研究始于20世纪80年代后期,经过几十年的发展,取得了很大的成就。但是,与这方面比较发达的国家相比,仍有较大差距,主要表现在:(1)设施水平低下;(2)机械化程度低;(3)环境监控系统的科技含量低,智能化、自动化程度不高,难以满足现代化果蔬保鲜的实际需求。为此我国各地纷纷引进了国外的一些先进果蔬保鲜设施或技术进行示范推广。The research on fruit and vegetable preservation in China began in the late 1980s. After decades of development, great achievements have been made. However, compared with more developed countries in this area, there is still a big gap, mainly in: (1) low level of facilities; (2) low degree of mechanization; (3) low technological content of the environmental monitoring system, intelligent, The degree of automation is not high, and it is difficult to meet the actual needs of modern fruit and vegetable preservation. For this reason, various parts of our country have introduced some advanced fruit and vegetable fresh-keeping facilities or technologies from abroad for demonstration and promotion.
近年来,不少研究者将无线通信技术应用于农业设施环境监控领域,无线通信方式不需布线、组网灵活、易升级,同时无线通信设备可以在网络覆盖范围内随意移动和重新组网,相对有线通信方式具有明显的优势。无线采集又是物联网的组成部分,因此通过无线通信技术实现数据传输是解决环境测控系统通信问题的有效方法。但无线通信中基于蓝牙的分布式果蔬保鲜设施监控系统和基于GSM的果蔬保鲜设施监测系统都存在成本高、功耗大等缺点,无法在环境监控领域大规模推广应用。In recent years, many researchers have applied wireless communication technology to the field of environmental monitoring of agricultural facilities. The wireless communication method does not require wiring, flexible networking, and easy to upgrade. At the same time, wireless communication equipment can be moved and re-networked freely within the network coverage. It has obvious advantages over wired communication. Wireless acquisition is also an integral part of the Internet of Things, so data transmission through wireless communication technology is an effective way to solve the communication problems of the environmental measurement and control system. However, both the bluetooth-based distributed fruit and vegetable preservation facility monitoring system and the GSM-based fruit and vegetable preservation facility monitoring system have disadvantages such as high cost and high power consumption, and cannot be widely applied in the field of environmental monitoring.
本发明与果蔬保鲜技术有关,特别是关于一种用于果蔬保鲜的智能数据分析和决策系统。The present invention relates to the fresh-keeping technology of fruits and vegetables, in particular to an intelligent data analysis and decision-making system for keeping fruits and vegetables fresh.
发明内容Contents of the invention
本发明的目的在于提供一种智能管控的主控系统、云服务系统,本发明可对果蔬采后保鲜进行远程监控和智能控制,使得果蔬采后保鲜监控更方便,并且可以避免长时间不间断的保鲜监控工作容易产生的疏漏,降低人力成本的一种用于果蔬保鲜的智能数据分析和决策系统,以解决上述背景技术中提出的问题。The purpose of the present invention is to provide a main control system and a cloud service system for intelligent management and control. The present invention can perform remote monitoring and intelligent control on post-harvest preservation of fruits and vegetables, making it more convenient to monitor post-harvest preservation of fruits and vegetables, and can avoid long-term uninterrupted An intelligent data analysis and decision-making system for fruit and vegetable preservation to solve the problems raised in the above-mentioned background technology.
为实现上述目的,本发明提供如下技术方案:一种用于果蔬保鲜的智能数据分析和决策系统,包括装置本体、控制电路系统、主控系统和云服务系统,所述装置本体上设有箱体,所述箱体的正面上方设有触控显示屏,所述触控显示屏的一侧设有电源开关,所述触控显示屏的下方设有指示灯,指示灯的一侧设有报警器,所述装置本体的内部设有控制电路系统。In order to achieve the above object, the present invention provides the following technical solutions: an intelligent data analysis and decision-making system for fruit and vegetable preservation, including a device body, a control circuit system, a main control system and a cloud service system, and the device body is provided with a box body, a touch screen is provided above the front of the box, a power switch is provided on one side of the touch screen, an indicator light is provided under the touch screen, and an indicator light is provided on one side of the screen For an alarm, a control circuit system is arranged inside the device body.
优选的,所述控制电路系统上设有中央处理器,所述中央处理器上的一个连接端与报警器连接,报警器的一侧设有显示模块、红外感应模块,所述中央处理器的另一连接端与串行接口连接,串行接口的另一端与ZigBee模块的一端连接,所述串行接口的一侧设有ARM处理器,所述中央处理器上的一个连接端分别与GPRS模块、GSM数据采集模块、无线网络模块连接,所述GPRS模块、GSM数据采集模块、无线网络模块相互并联,所述中央处理器的一端设有变送器,所述变送器的另一端设有温度传感器、湿度传感器、气体传感器。Preferably, the control circuit system is provided with a central processing unit, and a connection terminal on the central processing unit is connected to the alarm, and one side of the alarm is provided with a display module and an infrared sensing module, and the central processing unit The other connection end is connected with the serial interface, and the other end of the serial interface is connected with one end of the ZigBee module, and one side of the serial interface is provided with an ARM processor, and one connection end on the central processing unit is connected with the GPRS respectively. Module, GSM data collection module, wireless network module are connected, and described GPRS module, GSM data collection module, wireless network module are connected in parallel with each other, and one end of described central processing unit is provided with transmitter, and the other end of described transmitter is provided with There are temperature sensor, humidity sensor, gas sensor.
优选的,所述装置本体的内部设有主控系统,所述主控系统上设有数据采集系统、规则式专家库系统、自动检测系统、数据及时更新系统,在主控系统上还设有移动通信系统,所述数据采集系统、规则式专家库系统、自动检测系统、数据及时更新系统均与移动通信系统连接,所述移动通信系统上设有无线传感网络系统、反馈单元,所述移动通信系统与云服务系统连接,移动通信系统还与状态监测系统连接,状态监测系统的一端与实时异常报警系统连接。Preferably, the interior of the device body is provided with a main control system, and the main control system is provided with a data acquisition system, a rule-based expert database system, an automatic detection system, and a timely data update system. Mobile communication system, the data acquisition system, rule-based expert database system, automatic detection system, and timely data update system are all connected to the mobile communication system, and the mobile communication system is provided with a wireless sensor network system and a feedback unit. The mobile communication system is connected with the cloud service system, the mobile communication system is also connected with the status monitoring system, and one end of the status monitoring system is connected with the real-time abnormal alarm system.
优选的,所述云服务系统上设有云存储单元,云服务系统上还包括数据更新系统、图像采集系统、报警系统。Preferably, the cloud service system is provided with a cloud storage unit, and the cloud service system also includes a data update system, an image acquisition system, and an alarm system.
优选的,所述装置本体通过GPRS模块、ZigBee模块与移动手机端进行无线短距离连接。Preferably, the device body is wirelessly connected with the mobile phone terminal through a GPRS module and a ZigBee module.
优选的,监测方法包括以下步骤:Preferably, the monitoring method comprises the following steps:
A、将装置本体安装在果蔬储藏室内,或者安装在果蔬运输车的内部,实时监控果蔬的状况;A. Install the device body in the fruit and vegetable storage room, or install it inside the fruit and vegetable transport vehicle, to monitor the status of fruits and vegetables in real time;
B、打开装置本体,装置本体通过控制电路系统上的湿度传感器、气体传感器、温度传感器对果蔬空间的各项指标进行检测、监控,通过装置本体自动控制湿度、温度、以及空间的气体;B. Open the device body, the device body detects and monitors various indicators of the fruit and vegetable space through the humidity sensor, gas sensor, and temperature sensor on the control circuit system, and automatically controls the humidity, temperature, and gas in the space through the device body;
C、装置本体通过ZigBee模块与移动手机端进行无线连接,通过移动终端自行设定装置本体的参数,对装置本体的各项指数空盒子范围进行及时设定;C. The device body is wirelessly connected to the mobile phone terminal through the ZigBee module, and the parameters of the device body are set by the mobile terminal, and the empty box range of each index of the device body is set in time;
D、装置本体上的主控系统,智能化的控制着装置,及时更新并上传监控的数据,根据及时数据,让人们能够及时掌握最新的信息,也可以及时作出调整。D. The main control system on the device body intelligently controls the device, updates and uploads the monitoring data in time, and according to the real-time data, people can grasp the latest information in time and make timely adjustments.
与现有技术相比,本发明的有益效果是:Compared with prior art, the beneficial effect of the present invention is:
本发明结构设计新颖,智能化程度高,装置本体内设有智能管控的主控系统、云服务系统,本发明可对果蔬采后保鲜进行远程监控和智能控制,使得果蔬采后保鲜监控更方便,并且可以避免长时间不间断的保鲜监控工作容易产生的疏漏,降低人力成本。The invention has a novel structural design and a high degree of intelligence. The device body is equipped with a main control system and a cloud service system for intelligent management and control. The invention can perform remote monitoring and intelligent control on post-harvest preservation of fruits and vegetables, making the post-harvest preservation monitoring more convenient. , and can avoid the omissions that are easy to occur in the long-term uninterrupted fresh-keeping monitoring work, and reduce labor costs.
附图说明Description of drawings
图1为本发明的整体结构示意图;Fig. 1 is the overall structure schematic diagram of the present invention;
图2为本发明的控制电路系统示意图;Fig. 2 is a schematic diagram of the control circuit system of the present invention;
图3为本发明的主控系统示意图;Fig. 3 is a schematic diagram of the main control system of the present invention;
图4为本发明的云服务系统示意图。FIG. 4 is a schematic diagram of the cloud service system of the present invention.
图中:1、装置本体;2、箱体;3、控制电路系统;4、电源开关;5、触控显示屏;6、指示灯;7、报警器;8、中央处理器;9、串行接口;10、ZigBee模块;11、ARM处理器;12、报警器;13、变送器;14、温度传感器;15、湿度传感器;16、气体传感器;17、GPRS模块;18、GSM数据采集模块;19、无线网络模块;20、显示模块;21、红外感应模块;22、主控系统;23、数据采集系统;24、规则式专家库系统;25、自动检测系统;26、数据及时更新系统;27、移动通信系统;28、无线传感网络系统;29、反馈单元;30、状态监测系统;31、实时异常报警系统;32、云服务系统;33、云存储单元;34、数据更新系统;35、图像采集系统;36、报警系统。In the figure: 1. Device body; 2. Cabinet; 3. Control circuit system; 4. Power switch; 5. Touch screen; 6. Indicator light; 7. Alarm; 8. Central processing unit; 9. Serial Line interface; 10. ZigBee module; 11. ARM processor; 12. Alarm; 13. Transmitter; 14. Temperature sensor; 15. Humidity sensor; 16. Gas sensor; 17. GPRS module; 18. GSM data acquisition module; 19. wireless network module; 20. display module; 21. infrared sensor module; 22. main control system; 23. data acquisition system; 24. rule-based expert database system; 25. automatic detection system; 27. Mobile communication system; 28. Wireless sensor network system; 29. Feedback unit; 30. Status monitoring system; 31. Real-time abnormal alarm system; 32. Cloud service system; 33. Cloud storage unit; 34. Data update system; 35, image acquisition system; 36, alarm system.
具体实施方式detailed description
下面将结合本发明实施例中的附图,对本发明施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
请参阅图1-4,本发明提供一种技术方案:一种用于果蔬保鲜的智能数据分析和决策系统,包括装置本体1、控制电路系统3、主控系统22和云服务系统32,装置本体1上设有箱体2,所述箱体2的正面上方设有触控显示屏5,所述触控显示屏5的一侧设有电源开关4,所述触控显示屏5的下方设有指示灯6,指示灯6的一侧设有报警器7,所述装置本体1的内部设有控制电路系统3。Please refer to Figures 1-4, the present invention provides a technical solution: an intelligent data analysis and decision-making system for fruit and vegetable preservation, including a device body 1, a control circuit system 3, a main control system 22 and a cloud service system 32, the device The body 1 is provided with a box body 2, a touch display screen 5 is provided on the front of the box body 2, a power switch 4 is provided on one side of the touch display screen 5, and a power switch 4 is provided on one side of the touch display screen 5. An indicator light 6 is provided, and an alarm 7 is provided on one side of the indicator light 6 , and a control circuit system 3 is provided inside the device body 1 .
本发明中,控制电路系统3上设有中央处理器8,所述中央处理器8上的一个连接端与报警器12连接,报警器12的一侧设有显示模块20、红外感应模块21,所述中央处理器8的另一连接端与串行接口9连接,串行接口9的另一端与ZigBee模块10的一端连接,所述串行接口9的一侧设有ARM处理器11,所述中央处理器8上的一个连接端分别与GPRS模块17、GSM数据采集模块18、无线网络模块19连接,所述GPRS模块17、GSM数据采集模块18、无线网络模块19相互并联,所述中央处理器8的一端设有变送器13,所述变送器13的另一端设有温度传感器14、湿度传感器15、气体传感器16。In the present invention, the control circuit system 3 is provided with a central processing unit 8, and a connection end on the central processing unit 8 is connected with the alarm 12, and one side of the alarm 12 is provided with a display module 20 and an infrared sensing module 21, Another connection end of described central processing unit 8 is connected with serial interface 9, and the other end of serial interface 9 is connected with an end of ZigBee module 10, and one side of described serial interface 9 is provided with ARM processor 11, so A connecting terminal on the central processor 8 is connected with GPRS module 17, GSM data acquisition module 18, wireless network module 19 respectively, and described GPRS module 17, GSM data acquisition module 18, wireless network module 19 are connected in parallel with each other, and described central One end of the processor 8 is provided with a transmitter 13 , and the other end of the transmitter 13 is provided with a temperature sensor 14 , a humidity sensor 15 , and a gas sensor 16 .
本发明中,装置本体1的内部设有主控系统22,所述主控系统22上设有数据采集系统23、规则式专家库系统24、自动检测系统25、数据及时更新系统26,在主控系统22上还设有移动通信系统27,所述数据采集系统23、规则式专家库系统24、自动检测系统25、数据及时更新系统26均与移动通信系统27连接,所述移动通信系统27上设有无线传感网络系统28、反馈单元29,所述移动通信系统27与云服务系统32连接,移动通信系统27还与状态监测系统30连接,状态监测系统30的一端与实时异常报警系统31连接;云服务系统32上设有云存储单元33,云服务系统32上还包括数据更新系统34、图像采集系统35、报警系统36。In the present invention, the interior of the device body 1 is provided with a main control system 22, and the main control system 22 is provided with a data acquisition system 23, a rule-based expert database system 24, an automatic detection system 25, and a timely data update system 26. The control system 22 is also provided with a mobile communication system 27, and the data collection system 23, the rule-based expert database system 24, the automatic detection system 25, and the timely data update system 26 are all connected with the mobile communication system 27, and the mobile communication system 27 A wireless sensor network system 28 and a feedback unit 29 are arranged on the top, the mobile communication system 27 is connected with the cloud service system 32, the mobile communication system 27 is also connected with the status monitoring system 30, and one end of the status monitoring system 30 is connected with the real-time abnormal alarm system 31 connection; the cloud service system 32 is provided with a cloud storage unit 33, and the cloud service system 32 also includes a data update system 34, an image acquisition system 35, and an alarm system 36.
装置本体1可采用手机设置,用手机查询测量数据,装置本体1通过GPRS模块17、ZigBee模块10与移动手机端进行无线短距离连接,装置本体1采用后置吸气泵设计,利用高精度电学氧气传感器、红外线二氧化碳检测器,采用微压气路设计和卡尔曼滤波技术及状态估计技术实现对微量气样检测。The device body 1 can be set with a mobile phone, and the measurement data can be queried with the mobile phone. The device body 1 is connected to the mobile phone terminal through a GPRS module 17 and a ZigBee module 10. The device body 1 is designed with a rear air suction pump and uses high-precision electrical Oxygen sensor, infrared carbon dioxide detector, using micro-pressure gas circuit design, Kalman filter technology and state estimation technology to realize the detection of trace gas samples.
本发明的监测方法包括以下步骤:Monitoring method of the present invention comprises the following steps:
A、将装置本体1安装在果蔬储藏室内,或者安装在果蔬运输车的内部,实时监控果蔬的状况;A. Install the device body 1 in the fruit and vegetable storage room, or in the fruit and vegetable transport vehicle, to monitor the status of the fruits and vegetables in real time;
B、打开装置本体1,装置本体1通过控制电路系统3上的湿度传感器15、气体传感器16、温度传感器14对果蔬空间的各项指标进行检测、监控,通过装置本体1自动控制湿度、温度、以及空间的气体;B, open the device body 1, the device body 1 detects and monitors the various indicators of the fruit and vegetable space through the humidity sensor 15, the gas sensor 16, and the temperature sensor 14 on the control circuit system 3, and automatically controls the humidity, temperature, and the gases of space;
C、装置本体1通过ZigBee模块10与移动手机端进行无线连接,通过移动终端自行设定装置本体的参数,对装置本体1的各项指数空盒子范围进行及时设定;C, the device body 1 is wirelessly connected to the mobile phone terminal through the ZigBee module 10, the parameters of the device body are set by the mobile terminal, and the empty box ranges of the indexes of the device body 1 are set in time;
D、装置本体1上的主控系统22,智能化的控制着装置,及时更新并上传监控的数据,根据及时数据,让人们能够及时掌握最新的信息,也可以及时作出调整。D. The main control system 22 on the device body 1 intelligently controls the device, updates and uploads the monitoring data in time, and according to the real-time data, people can grasp the latest information in time and make adjustments in time.
本发明结构设计新颖,智能化程度高,装置本体内设有智能管控的主控系统、云服务系统,本发明可对果蔬采后保鲜进行远程监控和智能控制,使得果蔬采后保鲜监控更方便,并且可以避免长时间不间断的保鲜监控工作容易产生的疏漏,降低人力成本。The invention has a novel structural design and a high degree of intelligence. The device body is equipped with a main control system and a cloud service system for intelligent management and control. The invention can perform remote monitoring and intelligent control on post-harvest preservation of fruits and vegetables, making the post-harvest preservation monitoring more convenient. , and can avoid the omissions that are easy to occur in the long-term uninterrupted fresh-keeping monitoring work, and reduce labor costs.
尽管已经示出和描述了本发明的实施例,对于本领域的普通技术人员而言,可以理解在不脱离本发明的原理和精神的情况下可以对这些实施例进行多种变化、修改、替换和变型,本发明的范围由所附权利要求及其等同物限定。Although the embodiments of the present invention have been shown and described, those skilled in the art can understand that various changes, modifications and substitutions can be made to these embodiments without departing from the principle and spirit of the present invention. and modifications, the scope of the invention is defined by the appended claims and their equivalents.
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