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CN116076559A - Low-temperature fresh-keeping monitoring system and method for controlled atmosphere warehouse of fresh grape - Google Patents

Low-temperature fresh-keeping monitoring system and method for controlled atmosphere warehouse of fresh grape Download PDF

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CN116076559A
CN116076559A CN202310096432.6A CN202310096432A CN116076559A CN 116076559 A CN116076559 A CN 116076559A CN 202310096432 A CN202310096432 A CN 202310096432A CN 116076559 A CN116076559 A CN 116076559A
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贺亮亮
刘三军
刘大瑛
李永洲
宋银花
章鹏
彭帅帅
李振华
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Zhengzhou Fruit Research Institute CAAS
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    • G06V20/68Food, e.g. fruit or vegetables
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    • A23FOODS OR FOODSTUFFS; TREATMENT THEREOF, NOT COVERED BY OTHER CLASSES
    • A23BPRESERVATION OF FOODS, FOODSTUFFS OR NON-ALCOHOLIC BEVERAGES; CHEMICAL RIPENING OF FRUIT OR VEGETABLES
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    • A23BPRESERVATION OF FOODS, FOODSTUFFS OR NON-ALCOHOLIC BEVERAGES; CHEMICAL RIPENING OF FRUIT OR VEGETABLES
    • A23B7/00Preservation of fruit or vegetables; Chemical ripening of fruit or vegetables
    • A23B7/14Preserving or ripening with chemicals not covered by group A23B7/08 or A23B7/10
    • A23B7/144Preserving or ripening with chemicals not covered by group A23B7/08 or A23B7/10 in the form of gases, e.g. fumigation; Compositions or apparatus therefor
    • A23B7/148Preserving or ripening with chemicals not covered by group A23B7/08 or A23B7/10 in the form of gases, e.g. fumigation; Compositions or apparatus therefor in a controlled atmosphere, e.g. partial vacuum, comprising only CO2, N2, O2 or H2O

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Abstract

本发明公开了一种鲜食葡萄的气调库低温保鲜监控系统及方法,包括利用机器视觉设备和检测设备来获取葡萄的第一成熟度;基于所述第一成熟度得到预设时间节点的第一存储时间;基于可存储时间经验变化曲线获取该时间节点的第二存储时间;根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常;根据葡萄的品种信息和第三存储时间给葡萄分配存储位置;基于气调库所处位置和外界天气信息选择换气的时间点,基于外界和库内参数信息,来设置换气设备工作的时间段长度。本发明可以提高葡萄存储过程的安全性,减少不必要的葡萄自身损耗,有效节约换气能耗。

Figure 202310096432

The invention discloses a low-temperature fresh-keeping monitoring system and method for fresh grapes in a controlled atmosphere storage, which includes using machine vision equipment and detection equipment to obtain the first maturity degree of grapes; The first storage time; based on the storage time experience change curve to obtain the second storage time of this time node; according to the first storage time and the second storage time, determine whether there is an abnormality in grape storage; according to the grape variety information and the third storage time Assign a storage location to the grapes; select the time point for ventilation based on the location of the controlled atmosphere storage and the external weather information, and set the working time period of the ventilation equipment based on the external and internal parameter information. The invention can improve the safety of the grape storage process, reduce unnecessary grape self-loss, and effectively save ventilation energy consumption.

Figure 202310096432

Description

一种鲜食葡萄的气调库低温保鲜监控系统及方法A monitoring system and method for low-temperature fresh-keeping of fresh table grapes in a controlled-atmosphere storage

技术领域technical field

本发明涉及鲜食葡萄低温保鲜领域,具体涉及一种鲜食葡萄的气调库低温保鲜监控系统及方法。The invention relates to the field of low-temperature preservation of fresh grapes, in particular to a monitoring system and method for low-temperature preservation of fresh grapes in a controlled atmosphere storage.

背景技术Background technique

气调保鲜库是目前国内外较为先进的葡萄保鲜设施。它既能调节库内的温度、湿度,又能控制库内的氧气、二氧化碳等气体的含量,使库内葡萄处于休眠状态,其可以有效延长葡萄的贮存期,具有显著的经济效益。The controlled atmosphere fresh-keeping warehouse is a relatively advanced grape fresh-keeping facility at home and abroad. It can not only adjust the temperature and humidity in the warehouse, but also control the content of oxygen, carbon dioxide and other gases in the warehouse, so that the grapes in the warehouse are in a dormant state, which can effectively prolong the storage period of grapes and have significant economic benefits.

现有的气调保鲜系统主要面临以下问题:首先,葡萄入库后,一般会存储较长时间,用户难以实时掌握葡萄在气调库内的存储情况,另外,对葡萄存储过程中出现的细菌感染、结霜、温湿度环境参数错误、相关检测设备异常等无法及时发现和预警;其次,有些气调库内部空间很大,葡萄在气调库中的存储位置往往是随机分配的,没有相应的分配规则,不同葡萄的可存储周期不同,可存储周期长的葡萄往往会在气调库中存储较长时间,频繁的开门进出会引起门口、过道等位置的葡萄存储环境的波动,存储环境的频繁波动也会引起葡萄更多的呼吸作用,造成自身不必要的损耗,这不利于葡萄的长期存储;最后,葡萄在气调库的存储过程中每天需要换气,换气的时间点往往根据经验选择晚上的某个时刻,而换气的时间段一般会固定设置为两个小时,但是,不同的外界环境信息,所对应的最优换气时间点和最优换气时间段并不相同,如果换气时间点选的合适,能够大大节约能耗,换气时间段的设置也很重要,如果换气时间过短,达不到换气效果,如果换气时间过长,则会引起存储环境内不必要的温度、湿度、二氧化碳浓度、氧气浓度等波动,不利于对葡萄存储环境的稳定控制,也不利于节约能耗。The existing controlled atmosphere fresh-keeping system mainly faces the following problems: First, after the grapes are stored in the warehouse, they are generally stored for a long time, and it is difficult for the user to grasp the storage situation of the grapes in the controlled atmosphere warehouse in real time. Infection, frost, wrong temperature and humidity environment parameters, abnormality of related testing equipment, etc. cannot be detected and warned in time; secondly, some air-conditioned warehouses have a large internal space, and the storage locations of grapes in air-conditioned warehouses are often randomly assigned, and there is no corresponding Different grapes have different storage periods. Grapes with a long storage period tend to be stored in controlled atmosphere warehouses for a long time. Frequent door openings and exits will cause fluctuations in the storage environment of grapes at doorways, aisles, etc. The storage environment The frequent fluctuations of the grapes will also cause more respiration of the grapes, resulting in unnecessary loss of the grapes, which is not conducive to the long-term storage of the grapes; finally, the grapes need to be ventilated every day during the storage process in the controlled atmosphere warehouse, and the time for ventilating is often Choose a certain time at night based on experience, and the time period for ventilation is generally fixed at two hours. However, depending on the external environment information, the corresponding optimal time point and time period for ventilation are not the same. Similarly, if the ventilation time is selected properly, energy consumption can be greatly saved. The setting of the ventilation time period is also very important. If the ventilation time is too short, the ventilation effect will not be achieved. If the ventilation time is too long, it will Unnecessary fluctuations in temperature, humidity, carbon dioxide concentration, oxygen concentration, etc. in the storage environment are caused, which is not conducive to the stable control of the grape storage environment, and is not conducive to saving energy consumption.

发明内容Contents of the invention

本发明的目的是提供一种鲜食葡萄的气调库低温保鲜监控系统及方法,以解决上述背景技术中所提到的技术问题。The object of the present invention is to provide a monitoring system and method for low-temperature preservation of fresh grapes in a controlled atmosphere storage, so as to solve the technical problems mentioned in the above-mentioned background technology.

为了实现上述目的,本发明的所采用的具体技术方案是:In order to achieve the above object, the concrete technical scheme adopted of the present invention is:

一种鲜食葡萄的气调库低温保鲜监控方法,包含下述步骤:A method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature, comprising the following steps:

每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;Every preset time period, using machine vision equipment and detection equipment to obtain the first maturity of grapes;

基于所述第一成熟度得到预设时间节点的第一存储时间;Obtaining a first storage time of a preset time node based on the first maturity;

基于可存储时间经验变化曲线获取该时间节点的第二存储时间;Obtaining the second storage time of the time node based on the storable time experience change curve;

根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常。According to the first storage time and the second storage time, it is judged whether there is abnormality in grape storage.

所述第一成熟度,是指葡萄对应预设时间节点的实时成熟度;The first maturity refers to the real-time maturity of the grape corresponding to the preset time node;

所述第一存储时间,是指葡萄对应预设时间节点的实时成熟度的预计最大可存储时间;The first storage time refers to the estimated maximum storage time of the real-time maturity of the grape corresponding to the preset time node;

所述第二存储时间,是指葡萄对应预设时间节点的经验的预计最大可存储时间;The second storage time refers to the estimated maximum storable time of grape experience corresponding to the preset time node;

所述可存储时间经验变化曲线,是指葡萄在气调库正常存储过程中的经验的预计最大可存储时间变化曲线。The empirical change curve of storable time refers to the estimated maximum storable time change curve experienced by grapes in the normal storage process of the controlled atmosphere warehouse.

所述每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度之前,还包括:Said every preset time period, before using machine vision equipment and detection equipment to obtain the first ripeness of grapes, also includes:

利用机器视觉设备识别葡萄的品种信息;Use machine vision equipment to identify grape variety information;

基于机器视觉设备和检测设备来获取葡萄的第二成熟度,结合第二成熟度得到葡萄的第三存储时间;Obtain the second maturity degree of grapes based on machine vision equipment and detection equipment, and combine the second maturity degree to obtain the third storage time of grapes;

基于葡萄的品种信息和第三存储时间给葡萄分配存储位置;assigning storage locations to grapes based on the variety information of the grapes and the third storage time;

所述第二成熟度,是指葡萄的初始成熟度;The second maturity refers to the initial maturity of grapes;

所述第三存储时间,是指初始的预计最大可存储时间。The third storage time refers to the initial estimated maximum storage time.

所述基于葡萄的品种信息和第三存储时间给葡萄分配存储位置,包括:将不同品种的葡萄存储至不同的预设区域,在所述不同的预设区域内,根据第三存储时间按序分配相同品种葡萄的存储位置,存储时间久的葡萄的存储位置相对靠里,并远离门口、过道,存储时间短的葡萄的存储位置相对靠外,接近门口、过道。The allocation of storage locations to grapes based on the grape variety information and the third storage time includes: storing different varieties of grapes in different preset areas, and in the different preset areas, according to the third storage time in order The storage location of grapes of the same variety is assigned, the storage location of grapes with a long storage time is relatively inside, and away from the door and aisle, and the storage location of grapes with a short storage time is relatively outside, close to the door and aisle.

所述利用机器视觉设备和检测设备来获取葡萄的第一成熟度,包括:利用机器视觉设备采集葡萄的品种、色泽、平均大小,利用糖分检测仪、酸度检测仪、酚类物质浓度检测仪来采集葡萄的糖分、酸度、酚类物质浓度信息,基于上述采集到的信息来获取葡萄的成熟度。Said using machine vision equipment and detection equipment to obtain the first maturity degree of grapes includes: using machine vision equipment to collect grape varieties, color and luster, and average size, and using a sugar detector, acidity detector, and phenolic substance concentration detector to determine The sugar content, acidity, and phenolic substance concentration information of the grapes are collected, and the maturity of the grapes is obtained based on the above collected information.

所述根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:According to the first storage time and the second storage time, after judging whether there is an abnormality in grape storage, it also includes:

当存在异常时,减小预设时间段的值,当不存在异常时,增大预设时间段的值;When there is an abnormality, reduce the value of the preset time period, and when there is no abnormality, increase the value of the preset time period;

具体包括:当存在异常时,将预设时间段的大小减小a,最小不小于T_min,当不存在异常时,将预设时间段的大小增大b,最大不大于T_max,a和b的值提前预设,预设时间段的取值范围为(T_min,T_max)。Specifically include: when there is an abnormality, reduce the size of the preset time period by a, the minimum is not less than T_min, when there is no abnormality, increase the size of the preset time period by b, the maximum is not greater than T_max, a and b The value is preset in advance, and the value range of the preset time period is (T_min, T_max).

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

响应人们通过移动终端和云服务器下发的指令来启动葡萄存储是否存在异常的检测。In response to the instructions issued by people through mobile terminals and cloud servers, the detection of abnormalities in grape storage is started.

所述基于该时间节点的葡萄的第一存储时间和第二存储时间,来判断该时间节点葡萄存储是否存在异常之后,还包括:After the first storage time and the second storage time of the grapes based on the time node, after judging whether there is an abnormality in the grape storage at the time node, it also includes:

当存在异常时,发送异常提示信息给移动终端,并进一步去识别葡萄本体是否有细菌感染、是否有霜,若发现葡萄本体存在细菌感染或结霜情况,则对葡萄本体进行灭菌或除霜操作;When there is an abnormality, send an abnormal prompt message to the mobile terminal, and further identify whether there is bacterial infection or frost on the grape body. If bacterial infection or frosting is found on the grape body, sterilize or defrost the grape body operate;

当未发现葡萄本体存在细菌感染、有霜时,则发送提示信息给移动终端提示人们检查现场设备是否存在问题,包括温湿度传感器是否正常,检查机器视觉设备、糖分检测仪、酸度检测仪、酚类物质浓度检测仪是否正常。When no bacterial infection or frost is found on the grape body, a prompt message is sent to the mobile terminal to remind people to check whether there is a problem with the on-site equipment, including whether the temperature and humidity sensor is normal, check the machine vision equipment, sugar detector, acidity detector, phenol Check whether the substance concentration detector is normal.

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

在将葡萄存入库中相应位置后,开始统计已存储时间,并在存储时间达到预设时间点或剩余预计可存储时间达到预设时间点时,发送提示信息给相应的移动终端,在即将达到最大存储安全期限时发送报警信息给移动终端。After the grapes are stored in the corresponding position in the warehouse, start counting the stored time, and when the storage time reaches the preset time point or the remaining estimated storage time reaches the preset time point, a prompt message is sent to the corresponding mobile terminal. When the maximum storage safety period is reached, an alarm message is sent to the mobile terminal.

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

获取气调库所处的位置和外界天气信息,基于位置和外界天气信息选择换气设备工作的时间点;Obtain the location of the controlled atmosphere warehouse and the external weather information, and select the working time of the ventilation equipment based on the location and external weather information;

基于外界和库内参数信息,来设置换气设备工作的时间段长度;Based on the external and internal parameter information, set the working time period of the ventilation equipment;

所述外界和库内参数信息,包括外界的温度、湿度,库内的二氧化碳浓度、氧气浓度、温度、湿度,库内需要换气的体积。The parameter information of the outside world and inside the warehouse includes the temperature and humidity of the outside world, the concentration of carbon dioxide, oxygen concentration, temperature, and humidity in the warehouse, and the volume in the warehouse that needs to be ventilated.

根据本发明的另一个方面,还提供了一种鲜食葡萄的气调库低温保鲜监控系统,包括:According to another aspect of the present invention, there is also provided a low-temperature preservation monitoring system for table grapes in a controlled atmosphere storage, including:

控制模块,换气模块,库位管理模块,信息采集模块,灭菌模块,除霜模块,云服务器,移动终端;Control module, ventilation module, storage location management module, information collection module, sterilization module, defrosting module, cloud server, mobile terminal;

所述信息采集模块每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;The information collection module utilizes machine vision equipment and detection equipment to obtain the first maturity degree of grapes every preset time period;

所述控制模块基于所述第一成熟度得到预设时间节点的第一存储时间;基于可存储时间经验变化曲线获取该时间节点的第二存储时间;根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常;The control module obtains the first storage time of the preset time node based on the first maturity; obtains the second storage time of the time node based on the storable time experience change curve; according to the first storage time and the second storage time, Determine whether there is an abnormality in grape storage;

所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置;The storage location management module assigns a storage location to the grapes based on the variety information of the grapes and the third storage time;

所述换气模块在控制模块的控制下实现库内的自动换气。The ventilation module realizes automatic ventilation in the storage under the control of the control module.

所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置,包括:将不同品种的葡萄存储至不同的预设区域,在所述不同的预设区域内,根据第三存储时间按序分配相同品种葡萄的存储位置,存储时间久的葡萄的存储位置相对靠里,并远离门口、过道,存储时间短的葡萄的存储位置相对靠外,接近门口、过道;The location management module assigns storage locations to grapes based on the variety information of the grapes and the third storage time, including: storing grapes of different varieties in different preset areas, in the different preset areas, according to the third The storage time assigns the storage locations of grapes of the same variety in sequence. The storage location of grapes with a long storage time is relatively inside and away from the door and aisle, and the storage location of grapes with a short storage time is relatively outside, close to the door and aisle;

所述葡萄的品种信息基于机器视觉设备识别得到;The variety information of the grapes is obtained based on machine vision equipment recognition;

所述第三存储时间是指初始的预计最大可存储时间,并基于机器视觉设备和检测设备来获取葡萄的第二成熟度,结合第二成熟度来得到第三存储时间;所述第二成熟度,是指葡萄的初始成熟度。The third storage time refers to the initial estimated maximum storage time, and obtains the second maturity degree of grapes based on machine vision equipment and detection equipment, and obtains the third storage time in combination with the second maturity degree; Degree refers to the initial ripeness of the grapes.

所述库位管理模块还会收集存储批次、葡萄品种、存储位置、入库时间、已存储时间、预计存储时间,并将上述数据信息发给控制模块。The storage location management module will also collect storage batches, grape varieties, storage locations, storage time, stored time, estimated storage time, and send the above data information to the control module.

所述换气模块具体包括若干均匀分布于气调库内的换气风扇;The ventilation module specifically includes a number of ventilation fans evenly distributed in the controlled atmosphere storage;

所述在控制模块的控制下实现库内的自动换气,包括:所述控制模块基于气调库所处的位置和外界天气信息来设置换气模块的换气时间点;所述控制模块还基于外界和库内参数信息,来设置换气设备工作的时间段长度;所述外界和库内参数信息,包括外界的温度、湿度,库内的二氧化碳浓度、氧气浓度、温度、湿度,库内需要换气的体积。The automatic ventilation in the warehouse under the control of the control module includes: the control module sets the ventilation time point of the ventilation module based on the location of the controlled atmosphere warehouse and the external weather information; the control module also Based on the external and internal parameter information, the length of time period for the ventilation equipment to work is set; the external and internal parameter information includes external temperature, humidity, carbon dioxide concentration, oxygen concentration, temperature, humidity in the storage, The volume to be ventilated.

所述检测设备包括糖分检测仪、酸度检测仪、酚类物质浓度检测仪;除去所述检测设备外,所述信息采集模块还包括温度传感器、湿度传感器、二氧化碳浓度传感器、氧气浓度传感器、位置传感器、外界天气信息获取模块,信息采集模块将采集到的数据信息发给控制模块。The detection equipment includes a sugar detector, an acidity detector, and a phenolic substance concentration detector; except the detection equipment, the information collection module also includes a temperature sensor, a humidity sensor, a carbon dioxide concentration sensor, an oxygen concentration sensor, and a position sensor 1. An external weather information acquisition module, the information acquisition module sends the collected data information to the control module.

所述控制模块根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:当存在异常时,减小预设时间段的值,当不存在异常时,增大预设时间段的值。After the control module judges whether there is an abnormality in grape storage according to the first storage time and the second storage time, the control module further includes: when there is an abnormality, reducing the value of the preset time period, and when there is no abnormality, increasing the preset value. The value of the time period.

所述控制模块根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:当存在异常时则启动灭菌、除霜模块进行作业或提示人们检查现场设备是否异常。After the control module judges whether there is an abnormality in grape storage according to the first storage time and the second storage time, it also includes: when there is an abnormality, start the sterilization and defrosting module to perform operations or prompt people to check whether the on-site equipment is abnormal.

所述控制模块会收集和存储相关数据信息并将其发给云服务器,人们可通过移动终端来查询或获取上述相关数据信息;The control module will collect and store relevant data information and send it to the cloud server, and people can query or obtain the above-mentioned relevant data information through the mobile terminal;

所述相关数据信息包括存储批次、葡萄品种、存储位置、入库时间、已存储时间、预计存储时间、库内温、湿度信息、库内二氧化碳浓度信息、库内氧气浓度信息、提示信息、警报信息、葡萄的真实的预计最大可存储时间、外界天气信息。The relevant data information includes storage batches, grape varieties, storage locations, storage time, storage time, estimated storage time, temperature and humidity information in the storage, carbon dioxide concentration information in the storage, oxygen concentration information in the storage, prompt information, Alarm information, the real estimated maximum storage time of grapes, and external weather information.

与现有技术相比,本发明具有如下有益效果:本发明提供了一种鲜食葡萄的气调库低温保鲜监控系统及方法;其能够检测葡萄在存储的过程中是否存在异常,并将葡萄存储相关数据信息发给云服务器,便于人们利用移动终端实时查看和获取葡萄的存储情况,提高葡萄存储过程的安全性;其基于葡萄的品种和成熟度信息给其分配相应的存储位置,能够减少不必要的葡萄自身损耗,有利于葡萄的长期存储;通过选择和设置合适的换气时间点和时间段,在实现对换气过程的精确控制下,能够有效节约换气能耗。Compared with the prior art, the present invention has the following beneficial effects: the present invention provides a low-temperature preservation monitoring system and method for fresh table grapes in a controlled atmosphere storage; Store relevant data information and send it to the cloud server, which is convenient for people to use mobile terminals to view and obtain grape storage in real time, improving the security of the grape storage process; it allocates corresponding storage locations based on grape variety and maturity information, which can reduce Unnecessary grape self-loss is beneficial to the long-term storage of grapes; by selecting and setting the appropriate ventilation time point and time period, the energy consumption of ventilation can be effectively saved under the precise control of the ventilation process.

附图说明Description of drawings

图1为鲜食葡萄的气调库低温保鲜监控方法流程示意图;Fig. 1 is the schematic flow chart of the low-temperature preservation monitoring method of table grapes in a controlled atmosphere storehouse;

图2为鲜食葡萄的气调库低温保鲜监控系统结构示意图;Fig. 2 is the structure schematic diagram of the low-temperature fresh-keeping monitoring system of the controlled atmosphere storehouse of table grape;

图3为可存储时间经验和实时变化曲线对比示意图;Figure 3 is a schematic diagram of the comparison between the storable time experience and the real-time change curve;

图4为成熟度经验和实时变化曲线对比示意图。Figure 4 is a schematic diagram of the comparison between maturity experience and real-time change curves.

具体实施方式Detailed ways

为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。此外,下面所描述的本发明各个实施方式中所涉及到的技术特征只要彼此之间未构成冲突就可以相互组合。In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other.

一种鲜食葡萄的气调库低温保鲜监控方法,其流程如图1所示,包含下述步骤:A method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature, as shown in Figure 1, comprising the following steps:

每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;Every preset time period, using machine vision equipment and detection equipment to obtain the first maturity of grapes;

基于所述第一成熟度得到预设时间节点的第一存储时间;Obtaining a first storage time of a preset time node based on the first maturity;

基于可存储时间经验变化曲线获取该时间节点的第二存储时间;Obtaining the second storage time of the time node based on the storable time experience change curve;

根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常。According to the first storage time and the second storage time, it is judged whether there is abnormality in grape storage.

所述第一成熟度,是指葡萄对应预设时间节点的实时成熟度;The first maturity refers to the real-time maturity of the grape corresponding to the preset time node;

所述第一存储时间,是指葡萄对应预设时间节点的实时成熟度的预计最大可存储时间;The first storage time refers to the estimated maximum storage time of the real-time maturity of the grape corresponding to the preset time node;

所述第二存储时间,是指葡萄对应预设时间节点的经验的预计最大可存储时间;The second storage time refers to the estimated maximum storable time of grape experience corresponding to the preset time node;

所述可存储时间经验变化曲线,是指葡萄在气调库正常存储过程中的经验的预计最大可存储时间变化曲线。The empirical change curve of storable time refers to the estimated maximum storable time change curve experienced by grapes in the normal storage process of the controlled atmosphere warehouse.

如图3和图4所示,在葡萄的正常存储过程中,随着葡萄在气调库中存储时间的增加,葡萄的糖分含量、酸度值、酚类物质浓度会逐渐改变,整体上来讲,葡萄的成熟度z会逐渐增大,对应可存储时间y会逐渐减小,也即葡萄的可存储时间y具有相应的可存储时间经验变化曲线,譬如入库时阳光玫瑰的成熟度为70%,在正常存储至2个月时,其成熟度应为75%,可存储时间应为4个月,在正常存储至4个月时,其成熟度应为80%,可存储时间应为2个月,此处举例仅用于帮助人们理解本发明的技术方案,该可存储时间经验变化曲线可基于历史经验获取,并通过自学习进行实时更新,也即存储过程中不同的时间节点t预计对应不同的成熟度和第二存储时间。As shown in Figure 3 and Figure 4, during the normal storage of grapes, as the storage time of grapes in the controlled atmosphere storage increases, the sugar content, acidity value, and concentration of phenolic substances in the grapes will gradually change. The maturity z of the grapes will gradually increase, and the corresponding storable time y will gradually decrease, that is, the storable time y of the grapes has a corresponding storable time experience curve, for example, the maturity of the sunshine rose is 70% when it is put into storage , when it is normally stored for 2 months, its maturity should be 75%, and its storage time should be 4 months; when it is normally stored for 4 months, its maturity should be 80%, and its storage time should be 2 month, the example here is only used to help people understand the technical solution of the present invention, the storable time experience change curve can be obtained based on historical experience, and can be updated in real time through self-learning, that is, different time nodes t in the storage process are predicted Corresponding to different maturity levels and second storage times.

每隔预设时间段或响应人们通过移动终端和云服务器下发的指令,利用机器视觉设备和检测设备来获取葡萄的第一成熟度,基于所述第一成熟度得到预设时间节点的第一存储时间Y1,基于上述可存储时间经验变化曲线获取该时间节点的第二存储时间y1;Every preset time period or in response to instructions issued by people through mobile terminals and cloud servers, machine vision equipment and detection equipment are used to obtain the first maturity of grapes, and the first maturity of the preset time node is obtained based on the first maturity. A storage time Y1, based on the above-mentioned storable time experience change curve to obtain the second storage time y1 of the time node;

基于所述第一存储时间Y1和第二存储时间y1,来判断是否存在异常,其能够有效检测存储时间降幅过快,如图3所示,基于可存储时间经验变化曲线判断预设时间节点t1应该还能再存储y1个月,但是按照当前的成熟度检测结果得到的预设时间节点t1对应的第一存储时间只有Y1个月,而Y1<y1,此时即表明葡萄存储存在异常,需要发送提示信息,进一步识别引起异常的原因,并进行相应的处理;为了利用第一存储时间Y1和第二存储时间y1,实现对葡萄存储过程是否存在异常的准确判断,设置有相应的阈值来衡量二者之间的差异,当二者间的差异超过该阈值时,表明葡萄存储存在异常。Based on the first storage time Y1 and the second storage time y1, it is judged whether there is an abnormality, which can effectively detect that the storage time has dropped too fast. As shown in Figure 3, the preset time node t1 is judged based on the storable time experience change curve It should be able to store another y1 months, but according to the current maturity detection results, the first storage time corresponding to the preset time node t1 is only Y1 months, and Y1<y1, which means that there is an abnormality in the storage of grapes. Send a prompt message to further identify the cause of the abnormality and perform corresponding processing; in order to use the first storage time Y1 and the second storage time y1 to accurately judge whether there is an abnormality in the grape storage process, a corresponding threshold is set to measure The difference between the two, when the difference between the two exceeds the threshold, indicates that there is an abnormality in grape storage.

所述每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度之前,还包括:Said every preset time period, before using machine vision equipment and detection equipment to obtain the first ripeness of grapes, also includes:

利用机器视觉设备识别葡萄的品种信息;Use machine vision equipment to identify grape variety information;

基于机器视觉设备和检测设备来获取葡萄的第二成熟度,结合第二成熟度得到葡萄的第三存储时间;Obtain the second maturity degree of grapes based on machine vision equipment and detection equipment, and combine the second maturity degree to obtain the third storage time of grapes;

基于葡萄的品种信息和第三存储时间给葡萄分配存储位置;assigning storage locations to grapes based on the variety information of the grapes and the third storage time;

所述第二成熟度,是指葡萄的初始成熟度;The second maturity refers to the initial maturity of grapes;

所述第三存储时间,是指初始的预计最大可存储时间。The third storage time refers to the initial estimated maximum storage time.

葡萄在气调库中的最大可存储时间与葡萄的品种和成熟度均相关;不同品种的葡萄在气调库中具有不同的第三存储时间,例如阳光玫瑰、夏黑、巨峰、金手指等不同品种的葡萄具有不同的最大可存储期限;不同成熟度的葡萄在气调库中也具有不同的第三存储时间,譬如70%成熟度的夏黑葡萄存储周期为4个月,80%成熟度的夏黑葡萄存储周期为2.5个月,70%成熟度的阳光玫瑰葡萄存储周期为6个月,此处举例仅用于帮助人们理解本发明的技术方案;The maximum storage time of grapes in controlled atmosphere storage is related to the variety and maturity of grapes; different varieties of grapes have different third storage times in controlled atmosphere storage, such as sunshine rose, summer black, Kyoho, golden finger, etc. Different varieties of grapes have different maximum storage periods; grapes of different maturity also have different third storage periods in controlled atmosphere storage. For example, the storage period of summer black grapes with 70% maturity is 4 months, and 80% The storage period of summer black grapes with 70% maturity is 2.5 months, and the storage period of sunshine rose grapes with 70% maturity is 6 months. The examples here are only used to help people understand the technical solution of the present invention;

所述利用机器视觉设备识别葡萄的品种信息,具体为利用相机采集待入库葡萄的图像信息,基于图像处理和识别算法识别葡萄的品种;葡萄的成熟度一般与其色泽、平均大小、糖分含量、酸度值、酚类物质浓度相关;所述基于机器视觉设备和检测设备来获取葡萄的第二成熟度具体包括:利用机器视觉设备采集葡萄的品种、色泽、平均大小,利用糖分检测仪、酸度检测仪、酚类物质浓度检测仪来采集葡萄的糖分、酸度、酚类物质浓度信息,基于上述采集到的信息来获取葡萄的第二成熟度。The use of machine vision equipment to identify grape variety information is specifically to use cameras to collect image information of grapes to be put into storage, and identify grape varieties based on image processing and recognition algorithms; the maturity of grapes is generally related to its color, average size, sugar content, The acidity value is related to the concentration of phenolic substances; the second maturity degree of grapes obtained based on machine vision equipment and detection equipment specifically includes: using machine vision equipment to collect grape varieties, color, and average size, using sugar detectors, acidity detection Instrument, phenolic substance concentration detector to collect grape sugar, acidity, phenolic substance concentration information, based on the information collected above to obtain the second maturity of grapes.

为了获取较高的经济效益,往往会将葡萄尽可能的存储更长时间,一般会存储到反季节或合适的时间节点再取出来售卖;另外,在葡萄的存储过程中,存储环境的频繁改变往往会引起葡萄自身更多的呼吸作用,造成不必要的自身损耗,这不利于葡萄的长期储存;In order to obtain higher economic benefits, grapes are often stored for a longer period of time as much as possible. Generally, they are stored until they are out of season or at a suitable time node and then sold. In addition, during the storage of grapes, the storage environment changes frequently. It will often cause more respiration of the grape itself, resulting in unnecessary self-loss, which is not conducive to the long-term storage of grapes;

所述基于葡萄的品种信息和第三存储时间给葡萄分配存储位置,包括:将不同品种的葡萄存储至不同的预设区域,在所述不同的预设区域内,根据第三存储时间按序分配相同品种葡萄的存储位置,存储时间久的葡萄的存储位置相对靠里,并远离门口、过道,存储时间短的葡萄的存储位置相对靠外,接近门口、过道。The allocation of storage locations to grapes based on the grape variety information and the third storage time includes: storing different varieties of grapes in different preset areas, and in the different preset areas, according to the third storage time in order The storage location of grapes of the same variety is assigned, the storage location of grapes with a long storage time is relatively inside, and away from the door and aisle, and the storage location of grapes with a short storage time is relatively outside, close to the door and aisle.

所述利用机器视觉设备和检测设备来获取葡萄的第一成熟度,其具体过程与所述基于机器视觉设备和检测设备来获取葡萄的第二成熟度的过程类似。The specific process of obtaining the first maturity degree of grapes by using machine vision equipment and detection equipment is similar to the process of obtaining the second maturity degree of grapes based on machine vision equipment and detection equipment.

所述根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:According to the first storage time and the second storage time, after judging whether there is an abnormality in grape storage, it also includes:

当存在异常时,减小预设时间段的值,当不存在异常时,增大预设时间段的值;When there is an abnormality, reduce the value of the preset time period, and when there is no abnormality, increase the value of the preset time period;

具体包括:当存在异常时,将预设时间段的大小减小a,最小不小于T_min,当不存在异常时,将预设时间段的大小增大b,最大不大于T_max,a和b的值提前预设,预设时间段的取值范围为(T_min,T_max);这能够在保证葡萄存储异常检测精度的同时,降低能耗。Specifically include: when there is an abnormality, reduce the size of the preset time period by a, the minimum is not less than T_min, when there is no abnormality, increase the size of the preset time period by b, the maximum is not greater than T_max, a and b The value is preset in advance, and the value range of the preset time period is (T_min, T_max); this can reduce energy consumption while ensuring the accuracy of abnormal detection of grape storage.

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

响应人们通过移动终端和云服务器下发的指令来启动葡萄存储是否存在异常的检测。In response to the instructions issued by people through mobile terminals and cloud servers, the detection of abnormalities in grape storage is started.

所述基于该时间节点的葡萄的第一存储时间和第二存储时间,来判断该时间节点葡萄存储是否存在异常之后,还包括:After the first storage time and the second storage time of the grapes based on the time node, after judging whether there is an abnormality in the grape storage at the time node, it also includes:

当存在异常时,发送异常提示信息给移动终端,并进一步去识别葡萄本体是否有细菌感染、是否有霜,若发现葡萄本体存在细菌感染或结霜情况,则对葡萄本体进行灭菌或除霜操作;When there is an abnormality, send an abnormal prompt message to the mobile terminal, and further identify whether there is bacterial infection or frost on the grape body. If bacterial infection or frosting is found on the grape body, sterilize or defrost the grape body operate;

当未发现葡萄本体存在细菌感染、有霜时,则发送提示信息给移动终端提示人们检查现场设备是否存在问题,包括温湿度传感器是否正常,检查机器视觉设备、糖分检测仪、酸度检测仪、酚类物质浓度检测仪是否正常。When no bacterial infection or frost is found on the grape body, a prompt message is sent to the mobile terminal to remind people to check whether there is a problem with the on-site equipment, including whether the temperature and humidity sensor is normal, check the machine vision equipment, sugar detector, acidity detector, phenol Check whether the substance concentration detector is normal.

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

在将葡萄存入库中相应位置后,开始统计已存储时间,并在存储时间达到预设时间点或剩余预计可存储时间达到预设时间点时,发送提示信息给相应的移动终端,在即将达到最大存储安全期限时发送报警信息给移动终端。After the grapes are stored in the corresponding position in the warehouse, start counting the stored time, and when the storage time reaches the preset time point or the remaining estimated storage time reaches the preset time point, a prompt message is sent to the corresponding mobile terminal. When the maximum storage safety period is reached, an alarm message is sent to the mobile terminal.

所述鲜食葡萄的气调库低温保鲜监控方法,还包括:The method for monitoring freshness of table grapes in a controlled atmosphere storage at low temperature also includes:

获取气调库所处的位置和外界天气信息,基于位置和外界天气信息选择换气设备工作的时间点;Obtain the location of the controlled atmosphere warehouse and the external weather information, and select the working time of the ventilation equipment based on the location and external weather information;

基于外界和库内参数信息,来设置换气设备工作的时间段长度;Based on the external and internal parameter information, set the working time period of the ventilation equipment;

所述外界和库内参数信息,包括外界的温度、湿度,库内的二氧化碳浓度、氧气浓度、温度、湿度,库内需要换气的体积。The parameter information of the outside world and inside the warehouse includes the temperature and humidity of the outside world, the concentration of carbon dioxide, oxygen concentration, temperature, and humidity in the warehouse, and the volume in the warehouse that needs to be ventilated.

根据本发明的另一个方面,还提供了一种鲜食葡萄的气调库低温保鲜监控系统,其结构如图2所示,包括:According to another aspect of the present invention, there is also provided a low-temperature fresh-keeping monitoring system for table grapes in a controlled atmosphere storage, the structure of which is shown in Figure 2, including:

控制模块,换气模块,库位管理模块,信息采集模块,灭菌模块,除霜模块,云服务器,移动终端;Control module, ventilation module, storage location management module, information collection module, sterilization module, defrosting module, cloud server, mobile terminal;

所述信息采集模块每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;The information collection module utilizes machine vision equipment and detection equipment to obtain the first maturity degree of grapes every preset time period;

所述控制模块基于所述第一成熟度得到预设时间节点的第一存储时间;基于可存储时间经验变化曲线获取该时间节点的第二存储时间;根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常;The control module obtains the first storage time of the preset time node based on the first maturity; obtains the second storage time of the time node based on the storable time experience change curve; according to the first storage time and the second storage time, Determine whether there is an abnormality in grape storage;

所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置;The storage location management module assigns a storage location to the grapes based on the variety information of the grapes and the third storage time;

所述换气模块在控制模块的控制下实现库内的自动换气。The ventilation module realizes automatic ventilation in the storage under the control of the control module.

所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置,包括:将不同品种的葡萄存储至不同的预设区域,在所述不同的预设区域内,根据第三存储时间按序分配相同品种葡萄的存储位置,存储时间久的葡萄的存储位置相对靠里,并远离门口、过道,存储时间短的葡萄的存储位置相对靠外,接近门口、过道;The location management module assigns storage locations to grapes based on the variety information of the grapes and the third storage time, including: storing grapes of different varieties in different preset areas, in the different preset areas, according to the third The storage time assigns the storage locations of grapes of the same variety in sequence. The storage location of grapes with a long storage time is relatively inside and away from the door and aisle, and the storage location of grapes with a short storage time is relatively outside, close to the door and aisle;

所述葡萄的品种信息基于机器视觉设备识别得到;所述机器视觉设备具体为相机;The variety information of the grapes is obtained based on machine vision equipment identification; the machine vision equipment is specifically a camera;

所述第三存储时间是指初始的预计最大可存储时间,并基于机器视觉设备和检测设备来获取葡萄的第二成熟度,结合第二成熟度来得到第三存储时间;所述第二成熟度,是指葡萄的初始成熟度。The third storage time refers to the initial estimated maximum storage time, and obtains the second maturity degree of grapes based on machine vision equipment and detection equipment, and obtains the third storage time in combination with the second maturity degree; Degree refers to the initial ripeness of the grapes.

所述库位管理模块还会收集存储批次、葡萄品种、存储位置、入库时间、已存储时间、预计存储时间,并将上述数据信息发给控制模块。The storage location management module will also collect storage batches, grape varieties, storage locations, storage time, stored time, estimated storage time, and send the above data information to the control module.

所述换气模块具体包括若干均匀分布于气调库内的换气风扇;The ventilation module specifically includes a number of ventilation fans evenly distributed in the controlled atmosphere storage;

所述在控制模块的控制下实现库内的自动换气,包括:所述控制模块基于气调库所处的位置和外界天气信息来设置换气模块的换气时间点;所述控制模块还基于外界和库内参数信息,来设置换气设备工作的时间段长度;所述外界和库内参数信息,包括外界的温度、湿度,库内的二氧化碳浓度、氧气浓度、温度、湿度,库内需要换气的体积。The automatic ventilation in the warehouse under the control of the control module includes: the control module sets the ventilation time point of the ventilation module based on the location of the controlled atmosphere warehouse and the external weather information; the control module also Based on the external and internal parameter information, the length of time period for the ventilation equipment to work is set; the external and internal parameter information includes external temperature, humidity, carbon dioxide concentration, oxygen concentration, temperature, humidity in the storage, The volume to be ventilated.

所述检测设备包括糖分检测仪、酸度检测仪、酚类物质浓度检测仪;除去所述检测设备外,所述信息采集模块还包括温度传感器、湿度传感器、二氧化碳浓度传感器、氧气浓度传感器、位置传感器、外界天气信息获取模块,信息采集模块将采集到的数据信息发给控制模块。The detection equipment includes a sugar detector, an acidity detector, and a phenolic substance concentration detector; except the detection equipment, the information collection module also includes a temperature sensor, a humidity sensor, a carbon dioxide concentration sensor, an oxygen concentration sensor, and a position sensor 1. An external weather information acquisition module, the information acquisition module sends the collected data information to the control module.

其中,库内设置有温度传感器、湿度传感器、二氧化碳浓度传感器、氧气浓度传感器,用于检测库存环境中的温度、湿度、二氧化碳浓度、氧气浓度;库外设置有温度传感器、湿度传感器,用于检测外界环境的温度、湿度信息。Among them, temperature sensors, humidity sensors, carbon dioxide concentration sensors, and oxygen concentration sensors are installed in the warehouse to detect temperature, humidity, carbon dioxide concentration, and oxygen concentration in the storage environment; temperature sensors and humidity sensors are installed outside the warehouse to detect Temperature and humidity information of the external environment.

所述控制模块根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:当存在异常时,减小预设时间段的值,当不存在异常时,增大预设时间段的值。After the control module judges whether there is an abnormality in grape storage according to the first storage time and the second storage time, the control module further includes: when there is an abnormality, reducing the value of the preset time period, and when there is no abnormality, increasing the preset value. The value of the time period.

所述控制模块根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:当存在异常时则启动灭菌、除霜模块进行作业或提示人们检查现场设备是否异常。After the control module judges whether there is an abnormality in grape storage according to the first storage time and the second storage time, it also includes: when there is an abnormality, start the sterilization and defrosting module to perform operations or prompt people to check whether the on-site equipment is abnormal.

所述控制模块会收集和存储相关数据信息并将其发给云服务器,人们可通过移动终端来查询或获取上述相关数据信息;The control module will collect and store relevant data information and send it to the cloud server, and people can query or obtain the above-mentioned relevant data information through the mobile terminal;

所述相关数据信息包括存储批次、葡萄品种、存储位置、入库时间、已存储时间、预计存储时间、库内温、湿度信息、库内二氧化碳浓度信息、库内氧气浓度信息、提示信息、警报信息、葡萄的真实的预计最大可存储时间、外界天气信息。The relevant data information includes storage batches, grape varieties, storage locations, storage time, storage time, estimated storage time, temperature and humidity information in the storage, carbon dioxide concentration information in the storage, oxygen concentration information in the storage, prompt information, Alarm information, the real estimated maximum storage time of grapes, and external weather information.

本发明提供了一种鲜食葡萄的气调库低温保鲜监控系统及方法;其能够检测葡萄在存储的过程中是否存在异常,并将葡萄存储相关数据信息发给云服务器,便于人们利用移动终端实时查看和获取葡萄的存储情况,提高葡萄存储过程的安全性;其基于葡萄的品种和成熟度信息给其分配相应的存储位置,能够减少不必要的葡萄自身损耗,有利于葡萄的长期存储;通过选择和设置合适的换气时间点和时间段,在实现对换气过程的精确控制下,能够有效节约换气能耗。The invention provides a low-temperature preservation monitoring system and method for fresh grapes in a controlled atmosphere storage; it can detect whether there is an abnormality in the storage process of grapes, and send the relevant data information of grape storage to a cloud server, which is convenient for people to use mobile terminals Real-time viewing and acquisition of grape storage conditions improves the security of the grape storage process; it allocates corresponding storage locations based on the grape variety and maturity information, which can reduce unnecessary grape self-loss and is conducive to long-term storage of grapes; By selecting and setting an appropriate ventilation time point and time period, the ventilation energy consumption can be effectively saved under the precise control of the ventilation process.

以上内容仅为本发明的技术思想,不能以此限定本发明的保护范围,凡是按照本发明提出的技术思想,在技术方案基础上所做的任何改动,均落入本发明权利要求书的保护范围之内。The above content is only the technical idea of the present invention, which cannot limit the protection scope of the present invention. Any changes made on the basis of the technical solution according to the technical idea proposed in the present invention shall fall under the protection of the claims of the present invention. within range.

Claims (10)

1.一种鲜食葡萄的气调库低温保鲜监控方法,其特征在于,包含下述步骤:1. a method for monitoring freshness in a controlled atmosphere storage of fresh table grapes, characterized in that, comprising the following steps: 每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;Every preset time period, using machine vision equipment and detection equipment to obtain the first maturity of grapes; 基于所述第一成熟度得到预设时间节点的第一存储时间;Obtaining a first storage time of a preset time node based on the first maturity; 基于可存储时间经验变化曲线获取该时间节点的第二存储时间;Obtaining the second storage time of the time node based on the storable time experience change curve; 根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常。According to the first storage time and the second storage time, it is judged whether there is abnormality in grape storage. 2.根据权利要求1所述的方法,其特征在于,所述可存储时间经验变化曲线,是指葡萄在气调库正常存储过程中的经验的预计最大可存储时间变化曲线。2. The method according to claim 1, characterized in that, the storable time experience change curve refers to the estimated maximum storable time change curve of grape experience in the normal storage process of the controlled atmosphere warehouse. 3.根据权利要求2所述的方法,其特征在于,所述每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度之前,还包括:3. method according to claim 2, is characterized in that, described every preset time period, before utilizing machine vision equipment and detection equipment to obtain the first degree of ripeness of grape, also comprises: 利用机器视觉设备识别葡萄的品种信息;Use machine vision equipment to identify grape variety information; 基于机器视觉设备和检测设备来获取葡萄的第二成熟度,结合第二成熟度得到葡萄的第三存储时间;Obtain the second maturity degree of grapes based on machine vision equipment and detection equipment, and combine the second maturity degree to obtain the third storage time of grapes; 基于葡萄的品种信息和第三存储时间给葡萄分配存储位置。A storage location is assigned to the grapes based on the variety information of the grapes and the third storage time. 4.根据权利要求3所述的方法,其特征在于,所述根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:4. The method according to claim 3, characterized in that, after determining whether there is an abnormality in grape storage according to the first storage time and the second storage time, further comprising: 当存在异常时,减小预设时间段的值,当不存在异常时,增大预设时间段的值。When there is an abnormality, decrease the value of the preset time period, and when there is no abnormality, increase the value of the preset time period. 5.根据权利要求3所述的方法,其特征在于,所述鲜食葡萄的气调库低温保鲜监控方法,还包括:5. The method according to claim 3, characterized in that, the low-temperature fresh-keeping monitoring method of the controlled atmosphere storage of the table grapes, further comprising: 获取气调库所处的位置和外界天气信息,基于位置和外界天气信息选择换气设备工作的时间点;Obtain the location of the controlled atmosphere warehouse and the external weather information, and select the working time of the ventilation equipment based on the location and external weather information; 基于外界和库内参数信息,来设置换气设备工作的时间段长度。Based on the external and internal parameter information, set the working time period of the ventilation equipment. 6.一种鲜食葡萄的气调库低温保鲜监控系统,基于权利要求1-5任一项所述的方法,其特征在于,包括:控制模块,换气模块,库位管理模块,信息采集模块,灭菌模块,除霜模块,云服务器,移动终端;6. A low-temperature fresh-keeping monitoring system for a controlled atmosphere storage of fresh grapes, based on the method described in any one of claims 1-5, characterized in that it comprises: a control module, a ventilation module, a storage location management module, and information collection module, sterilization module, defrosting module, cloud server, mobile terminal; 所述信息采集模块每隔预设时间段,利用机器视觉设备和检测设备来获取葡萄的第一成熟度;The information collection module utilizes machine vision equipment and detection equipment to obtain the first maturity degree of grapes every preset time period; 所述控制模块基于所述第一成熟度得到预设时间节点的第一存储时间;基于可存储时间经验变化曲线获取该时间节点的第二存储时间;根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常;The control module obtains the first storage time of the preset time node based on the first maturity; obtains the second storage time of the time node based on the storable time experience change curve; according to the first storage time and the second storage time, Determine whether there is an abnormality in grape storage; 所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置;The storage location management module assigns a storage location to the grapes based on the variety information of the grapes and the third storage time; 所述换气模块在控制模块的控制下实现库内的自动换气。The ventilation module realizes automatic ventilation in the storage under the control of the control module. 7.根据权利要求6所述的系统,其特征在于,所述库位管理模块基于葡萄的品种信息和第三存储时间给葡萄分配存储位置,包括:将不同品种的葡萄存储至不同的预设区域,在所述不同的预设区域内,根据第三存储时间按序分配相同品种葡萄的存储位置,存储时间久的葡萄的存储位置相对靠里,并远离门口、过道,存储时间短的葡萄的存储位置相对靠外,接近门口、过道。7. The system according to claim 6, wherein the location management module assigns storage locations to grapes based on the variety information of the grapes and the third storage time, comprising: storing grapes of different varieties in different preset area, in the different preset areas, according to the third storage time, the storage positions of grapes of the same variety are allocated in sequence, the storage positions of grapes with a long storage time are relatively inside, and away from the doorway and aisle, and the storage positions of grapes with a short storage time The storage location is relatively outside, close to the door and aisle. 8.根据权利要求7所述的系统,其特征在于,所述在控制模块的控制下实现库内的自动换气,包括:所述控制模块基于气调库所处的位置和外界天气信息来设置换气模块的换气时间点;所述控制模块还基于外界和库内参数信息,来设置换气设备工作的时间段长度。8. The system according to claim 7, wherein the automatic ventilation in the warehouse is realized under the control of the control module, comprising: the control module determines based on the location of the controlled atmosphere warehouse and the external weather information. Set the ventilation time point of the ventilation module; the control module also sets the working time period of the ventilation device based on the external and internal parameter information. 9.根据权利要求8所述的系统,所述控制模块根据第一存储时间和第二存储时间,判断葡萄存储是否存在异常之后,还包括:当存在异常时则启动灭菌、除霜模块进行作业或提示人们检查现场设备是否异常。9. The system according to claim 8, after the control module determines whether there is an abnormality in grape storage according to the first storage time and the second storage time, it also includes: when there is an abnormality, then start the sterilization and defrosting modules to carry out Work or remind people to check whether the field equipment is abnormal. 10.根据权利要求8所述的系统,所述利用机器视觉设备和检测设备来获取葡萄的第一成熟度,包括:利用机器视觉设备采集葡萄的品种、色泽、平均大小,利用糖分检测仪、酸度检测仪、酚类物质浓度检测仪来采集葡萄的糖分、酸度、酚类物质浓度信息,基于上述采集到的信息来获取葡萄的成熟度。10. The system according to claim 8, said utilizing machine vision equipment and detection equipment to obtain the first degree of maturity of grapes comprises: utilizing machine vision equipment to collect grape varieties, color and luster, and average size, utilizing a sugar detector, The acidity detector and the phenolic substance concentration detector are used to collect the sugar content, acidity, and phenolic substance concentration information of the grapes, and the maturity of the grapes is obtained based on the above collected information.
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刘丹丹: "基于ZigBee的新疆鲜食葡萄冷链监测系统研究", 农业信息化技术及应用, 31 December 2018 (2018-12-31) *

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