KR102461990B1 - System and method for monitoring biobank - Google Patents

Abstract

The present invention relates to a biobank monitoring system and a method therefor, and in particular, laboratory resources and vaccines such as human resources (blood, serum, plasma, DNA) or plants, animals, microorganisms, etc. of the subject at a cooling temperature of -4 degrees or less. It monitors the state of the cryogenic freezer and the environmental state of the freezer storage that stores it and transmits it to the manager terminal in real time, and when an alarm situation occurs, it sends event information for each temperature of the alarm state to the manager terminal and the freezer repair company terminal. It relates to a biobank monitoring system and a method therefor.

Description

Biobank monitoring system and method {SYSTEM AND METHOD FOR MONITORING BIOBANK}

The present invention relates to a biobank monitoring system and a method therefor, and in particular, laboratory resources and vaccines such as human resources (blood, serum, plasma, DNA) or plants, animals, microorganisms, etc. of the subject at a cooling temperature of -4 degrees or less. It monitors the state of the cryogenic freezer and the environmental state of the freezer storage that stores it and transmits it to the manager terminal in real time, and when an alarm situation occurs, it sends event information for each temperature of the alarm state to the manager terminal and the freezer repair company terminal. It relates to a biobank monitoring system and a method therefor.

Typically, in hospitals or laboratories, cryogenic freezers that generate cold air of -4 degrees or less are used to store human resources (blood, serum, plasma, DNA) or experimental resources such as plants, animals, microorganisms, and vaccines. have.

Domestic Patent Registration No. 1329345 (hereinafter referred to as prior art) discloses a cryogenic freezer. The cryogenic freezer includes a compressor for compressing the refrigerant to high temperature and high pressure, a condenser for condensing the high temperature and high pressure refrigerant, and first and second gas-liquid separators for gas-liquid separation of the mixed refrigerant condensed in a two-stage structure into a gaseous refrigerant and a liquid refrigerant. The gas-liquid separator has a two-stage structure, in which the liquid refrigerant of the gas-liquid separator is expanded and sprayed to be supplied in a low-temperature and low-pressure state, and the gaseous refrigerant is heat-exchanged with the liquid refrigerant, condensed, and then supplied to the gas-liquid separator of the next stage, including first and second heat exchangers It is characterized in that it includes a heat exchanger, an evaporator that expands the refrigerant condensed through the final heat exchanger to obtain cryogenic cold air, and a refrigerant recovery passage for recovering the refrigerant that has passed through the evaporator to the compressor.

However, the prior art has a problem in that when an abnormality occurs in the power supply or when a problem occurs in performance according to the aging of the accessory equipment, there is a high possibility that the sample of the subject is deteriorated.

Therefore, the present invention has been made to solve the above problems, and an object of the present invention is to monitor the state of the cryogenic freezer and the environmental state of the cryogenic freezer storage that stores it, and transmit it to the manager terminal in real time, and an alarm situation occurs. An object of the present invention is to provide a bio-bank monitoring system and method that enable immediate action by transmitting event information for each temperature of an alarm state to a terminal of an administrator and a terminal of a freezer repair company.

In addition, another object of the present invention is to provide a biobank monitoring system and method capable of preventing theft of human resources, experimental resources and vaccines by notifying the administrator terminal and the security company terminal when an external intruder exists in the cryogenic freezer storage. is to provide

In order to achieve the above object, a biobank monitoring system according to an embodiment of the present invention includes a first temperature sensing unit mounted on an output side refrigerant pipe of an evaporator to sense a temperature and output first temperature sensing data; second and third temperature sensing units respectively mounted on the refrigerant pipes of the input side and the output side of the compressor 1 to sense the temperature and output second and third temperature sensing data; fourth and fifth temperature sensing units respectively mounted on the refrigerant pipes of the output side and the input side of the compressor 2 to sense the temperature and output fourth and fifth temperature sensing data; a sixth temperature sensing unit mounted on the refrigerant pipe on the input side of the heat exchanger to sense a temperature and output sixth temperature sensing data; a freezer internal temperature sensing unit configured to detect the internal temperature of the cryogenic freezer and output data detected by the internal temperature of the cryogenic freezer; an image sensing unit configured to output image detection data by photographing the cryogenic freezer storage in which the cryogenic freezer is stored; an environment sensing unit configured to sense the temperature, humidity and gas concentration of the cryogenic freezer storage and output the temperature, humidity and gas concentration detection data of the cryogenic freezer storage; The first, 2, 3, 4, 5, 6 temperature sensing data from the first, 2, 3, 4, 5, 6 temperature sensing unit, internal temperature sensing unit, image sensing unit and environment sensing unit, respectively, cryogenic freezer Internal temperature detection data, image detection data, and temperature, humidity and gas concentration detection data of the cryogenic freezer storage are input and output, and the air conditioner is controlled based on the temperature, humidity and gas concentration detection data of the cryogenic freezer storage a local device configured to; and collecting the first, second, third, fourth, fifth, and sixth temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and temperature, humidity and gas concentration sensing data of the cryogenic freezer storage from the local device, Among the collected detection data, the first, second, third, 4, 5, and 6 temperature detection data, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage are stored inside the normal operation and abnormal operation of the cryogenic freezer. Defines an event for each temperature of the cryogenic freezer based on the temperature pattern for each situation, and transmits the defined event for each temperature of the cryogenic freezer to the manager terminal in real time, and if there is an alarm state among the temperature-specific events of the cryogenic freezer and a biobank monitoring server that classifies events by temperature of the cryogenic freezer in the alarm state and transmits them to the manager terminal and the freezer repair company terminal.

In the biobank monitoring system according to the embodiment, the local device determines whether the temperature, humidity, and gas concentration of the cryogenic freezer storage sensed by the environment sensing unit fall within a set temperature range, a set humidity range, and a set gas concentration range. to determine that the air conditioner is abnormal when any one of the temperature, humidity, and gas concentration is out of the set range by determining It can notify the abnormal condition of the air conditioner.

In the biobank monitoring system according to the embodiment, the temperature pattern for each situation for normal operation and abnormal operation of the cryogenic freezer is the first, 2, 3, 4, 5, 6 temperature sensing data, temperature sensing inside the cryogenic freezer It may be classified and accumulated based on data, temperature of cryogenic freezer storage, and big data.

In the bio-bank monitoring system according to the embodiment, the bio-bank monitoring server includes the first, 2, 3, 4, 5, 6 temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and cryogenic freezer storage a data collection unit configured to collect temperature, humidity and gas concentration sensing data of Based on the first, 2, 3, 4, 5, 6 temperature sensing data, the temperature sensing data inside the cryogenic freezer, the temperature sensing data and big data of the cryogenic freezer storage, the normal operation and the abnormal operation of the cryogenic freezer by situation a temperature pattern accumulator for each situation in a freezer configured to classify and accumulate temperature patterns; The first, second, third, fourth, fifth, and sixth temperature sensing data, the temperature sensing data inside the cryogenic freezer, and the temperature sensing data of the cryogenic freezer storage, the accumulated temperature for normal operation and abnormal operation of the cryogenic freezer an event definition unit for each temperature of the freezer configured to define an event for each temperature of the cryogenic freezer based on the pattern; a real-time data transmission unit configured to receive an event for each temperature of the cryogenic freezer defined in the freezer temperature-specific event definition unit and transmit it to the manager terminal in real time; If there is an alarm state among the temperature-specific events of the cryogenic freezer, an alarm signal transmitter configured to classify the temperature-specific events of the cryogenic freezer of this alarm state and transmit them to the manager terminal and the freezer repair company terminal; and an image data analysis unit configured to notify the manager terminal and the security company terminal when it is determined that there is an external intruder in the cryogenic freezer storage by analyzing the image detection data based on the learned neural network model.

In order to achieve the above object, the biobank monitoring method according to another embodiment of the present invention is a local device 1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 6 receiving temperature sensing data; receiving, by the local device, the temperature sensing data inside the cryogenic freezer from the temperature sensing unit inside the freezer; receiving, by the local device, image sensing data of the cryogenic freezer storage unit from the image sensing unit; receiving, by the local device, temperature, humidity, and gas concentration sensing data of the cryogenic freezer storage unit from an environment sensing unit; The local device analyzes the temperature, humidity and gas concentration detection data of the cryogenic freezer storage, and whether the temperature, humidity and gas concentration detection data of the cryogenic freezer storage falls within a set temperature range, a set humidity range, and a set gas concentration range. By determining the temperature, humidity, and gas concentration of the cryogenic freezer storage if any one out of the set range, determining that the air conditioner is abnormal; If it is determined that the air conditioner is not abnormal in the air conditioner abnormality determining step, the local device is the first, 2, 3, 4, 5, 6 temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and cryogenic freezer storage outputting the temperature, humidity and gas concentration detection data of the biobank monitoring server; The bio-bank monitoring server detects the temperature, humidity and gas concentration of the first, second, third, fourth, fifth, and sixth temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and cryogenic freezer storage from the local device collecting data; defining an event for each temperature of the cryogenic freezer based on the situational temperature pattern for the normal operation and the abnormal operation of the cryogenic freezer accumulated therein by the biobank monitoring server, the detected data collected therein; transmitting, by the bio-bank monitoring server, an event for each temperature of the defined cryogenic freezer to the manager terminal in real time; determining, by the bio-bank monitoring server, whether there is an alarm state among the temperature-specific events of the cryogenic freezer; When there is an alarm state among the temperature-specific events of the cryogenic freezer, the biobank monitoring server divides the temperature-specific events of the cryogenic freezer in an alarm state and transmits them to the manager terminal and the freezer repair company terminal; providing, by the bio-bank monitoring server, the image detection data to the manager terminal in real time; determining, by the bio-bank monitoring server, whether there is an external intruder in the cryogenic freezer storage by analyzing the image detection data based on the learned neural network model; and when it is determined that there is an external intruder in the cryogenic freezer storage, notifying the manager terminal and the security company terminal of the fact of external intrusion.

In the biobank monitoring method according to the other embodiment, when it is determined that the air conditioner is abnormal in the air conditioner abnormality determination step, the local device controls the air conditioner so that the temperature, humidity, and gas concentration of the cryogenic freezer storage are all within normal ranges. step; and transmitting, by the local device, an alarm signal notifying an abnormal state of the air conditioner to the manager terminal.

According to the biobank monitoring system and method according to the embodiments of the present invention, the local device from the first, second, 3, 4, 5, 6 temperature sensing unit, internal temperature sensing unit, image sensing unit and environment sensing unit 1st, 2nd, 3rd, 4th, 5th, 6th temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and temperature, humidity and gas concentration detection data of the cryogenic freezer storage are input and output, respectively, and the cryogenic temperature configured to control the air conditioner based on the temperature, humidity, and gas concentration sensing data of the freezer storage; The biobank monitoring server stores the first, second, third, fourth, fifth, and sixth temperature detection data collected from the local device, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage. Normal operation of the cryogenic freezer And define an event for each temperature of the cryogenic freezer based on the temperature pattern for each situation for abnormal operation, and transmit the defined event for each temperature of the cryogenic freezer to the manager terminal in real time, and alarm among the temperature-specific events of the cryogenic freezer If there is a state, classify the event by temperature of the cryogenic freezer of this alarm state and transmit it to the manager terminal and the freezer repair company terminal; By being configured, it monitors the state of the cryogenic freezer and the environmental state of the cryogenic freezer storage that stores it and transmits it to the manager terminal in real time, and when an alarm situation occurs, the temperature-specific event information of the alarm condition is sent to the manager terminal and the freezer repair company terminal when an alarm situation occurs. It has an excellent effect of enabling immediate action by sending it.

In addition, according to the biobank monitoring system and method according to the embodiments of the present invention, the biobank monitoring server analyzes the image detection data of the cryogenic freezer storage based on the learned neural network model, and there is an external intruder in the cryogenic freezer storage. Theft of human resources, experimental resources and vaccines by external intruders can be prevented by determining whether or not to It has a great effect of making it happen.

1 is a control block diagram of a bio-bank monitoring system according to an embodiment of the present invention.
FIG. 2 is a view in which the first, second, third, 4, 5, and 6 temperature sensing units of FIG. 1 are mounted on a refrigerant pipe.
3A and 3B are flowcharts for explaining a bio-bank monitoring method according to an embodiment of the present invention.

In describing the embodiments of the present invention, if it is determined that the detailed description of the known technology related to the present invention may unnecessarily obscure the gist of the present invention, the detailed description thereof will be omitted. In addition, the terms described below are terms defined in consideration of functions in the present invention, which may vary according to intentions or customs of users and operators. Therefore, the definition should be made based on the content throughout this specification. The terminology used in the detailed description is for the purpose of describing embodiments of the present invention only, and should in no way be construed as limiting. Unless explicitly used otherwise, expressions in the singular include the meaning of the plural. In this description, expressions such as “comprising” or “comprising” are intended to indicate certain features, numbers, steps, acts, elements, some or a combination thereof, one or more other than those described. It should not be construed as excluding the presence or possibility of other features, numbers, steps, acts, elements, or any part or combination thereof.

In each system shown in the figures, elements in some instances may each have the same reference number or a different reference number, suggesting that the represented element may be different or similar. However, elements may have different implementations and work with some or all of the systems shown or described herein. The various elements shown in the drawings may be the same or different. Which one is referred to as the first element and which is referred to as the second element is arbitrary.

In this specification, when any one component 'transmits', 'transfers' or 'provides' data or signal to another component, one component directly transmits data or signal to another component, as well as, and transmitting data or signals to the other component via at least one other component.

Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings.

1 is a control block diagram of a bio-bank monitoring system according to an embodiment of the present invention, and FIG. 2 is a view in which the first, second, third, fourth, fifth, and sixth temperature sensing units of FIG. 1 are mounted on a refrigerant pipe.

The biobank monitoring system according to an embodiment of the present invention, as shown in FIGS. 1 and 2, first, second, third, fourth, fifth, and sixth temperature sensing units 100, 110, 120, 130, 140, 150 ), a freezer internal temperature sensing unit 160 , an image sensing unit 170 , an environment sensing unit 180 , a local device 200 , and a biobank monitoring server 300 .

The first temperature sensing unit 100 is mounted on the refrigerant pipe on the output side of the evaporator to sense a temperature and output the first temperature sensing data to the local device 200 .

The second and third temperature sensing units 110 and 120 are respectively mounted on the refrigerant pipes on the input side and the output side of the compressor 1 to sense the temperature and output the second and third temperature sensing data to the local device 200 .

The fourth and fifth temperature sensing units 130 and 140 are respectively mounted on the refrigerant pipes of the output side and the input side of the compressor 2 to sense the temperature and output the fourth and fifth temperature sensing data to the local device 200 .

The sixth temperature sensing unit 150 is mounted on the refrigerant pipe on the input side of the heat exchanger to sense a temperature and output the sixth temperature sensing data to the local device 200 .

The freezer internal temperature sensing unit 160 is mounted inside the cryogenic freezer to sense the internal temperature of the cryogenic freezer, and serves to output the cryogenic freezer internal temperature detection data to the local device 200 .

The mounting position of the freezer internal temperature sensing unit 160 is exemplified by the inside of the cryogenic freezer, but is not particularly limited as long as it is a position capable of detecting the internal temperature of the cryogenic freezer.

The image sensing unit 170 serves to output the image detection data to the local device 200 by photographing the cryogenic freezer storage, which is a place where the cryogenic freezer is stored.

The environment sensor 180 is mounted in the cryogenic freezer storage to sense temperature, humidity and gas concentration, and serves to output the temperature, humidity and gas concentration detection data of the cryogenic freezer storage to the local device 200 .

The local device 200 includes the first, second, 3, 4, 5, and 6 temperature sensing units 100, 110, 120, 130, 140, 150, the freezer internal temperature sensing unit 160, and the image sensing unit 170. and first, second, third, fourth, fifth, and sixth temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and temperature, humidity and gas concentration detection data of the cryogenic freezer storage from the environment sensing unit 180, respectively It receives the input and outputs it to the bio-bank monitoring server 300 .

The local device 200 determines whether the temperature, humidity and gas concentration of the cryogenic freezer storage sensed from the environment sensing unit 180 falls within a set temperature range, a set humidity range, and a set gas concentration range, and the temperature of the cryogenic freezer storage , if any one of the humidity and gas concentration is out of the set range, it is determined that the air conditioner is abnormal, and the temperature, humidity, and gas concentration of the cryogenic freezer storage are all within the normal range. Inform M1) of the abnormal condition of the air conditioner.

Biobank monitoring server 300 is the first, second, third, 4, 5, 6 temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and temperature, humidity and temperature of the cryogenic freezer storage from the local device 200 The gas concentration detection data is collected, and among the collected detection data, the first, second, third, fourth, fifth, and sixth temperature detection data, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage are accumulated inside the cryogenic temperature sensor. Defines events for each temperature of the cryogenic freezer based on the situational temperature pattern for normal and abnormal operation of the freezer, and transmits the defined event for each temperature of the cryogenic freezer to the manager terminal (M1) in real time, and the temperature of the cryogenic freezer If there is an alarm state among the star events, it serves to classify the event by temperature of the cryogenic freezer in this alarm state and transmit it to the manager terminal (M1) and the freezer repair company terminal (M2).

The biobank monitoring server 300 includes a data collection unit 310 , a temperature pattern accumulation unit 320 for each freezer situation, an event definition unit 330 for each freezer temperature, a real-time data transmission unit 350 , and an alarm signal transmission unit 360 . ), and an image data analysis unit 340 .

The data collection unit 310 includes the first, second, third, fourth, fifth, and sixth temperature sensing data, the temperature sensing data inside the cryogenic freezer, the image sensing data, and the temperature, humidity and gas of the cryogenic freezer storage from the local device 200 . It serves to collect concentration detection data.

The temperature pattern accumulation unit 320 for each freezer situation includes the first, 2, 3, 4, 5, 6 temperature sensing data, the temperature sensing data inside the cryogenic freezer, the temperature sensing data of the cryogenic freezer storage, and big data (via the big data platform). Provided), it serves to classify and accumulate situation-specific temperature patterns for normal and abnormal operation of cryogenic freezers.

The event definition unit 330 for each freezer temperature is the first, 2, 3, 4, 5, 6 temperature detection data, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage, the temperature pattern accumulation unit for each freezer situation It serves to define the temperature-specific events of the cryogenic freezer based on the situation-specific temperature patterns for the normal and abnormal operation of the cryogenic freezer accumulated in 320 .

The real-time data transmission unit 350 receives the temperature-specific events of the cryogenic freezer defined in the freezer temperature-specific event definition unit 330 and transmits them to the manager terminal M1 in real time.

The alarm signal transmitter 360 divides the temperature-specific events of the cryogenic freezer of this alarm state when there is an alarm state among the temperature-specific events of the cryogenic freezer, and transmits it to the manager terminal (M1) and the freezer repair company terminal (M2) do.

The image data analysis unit 340 analyzes the image detection data collected by the data collection unit 310 based on a learned neural network model (a neural network model learned from a data set of images and human information), and stores it in a cryogenic freezer storage. When it is determined that there is an intruder, it serves to notify the presence of an external intruder to the manager terminal (M1) and the security company terminal (M3).

The manager terminal (M1), the freezer repair company terminal (M2), and the security company terminal (M3) are, for example, a smartphone, a tablet PC, a notebook computer, a netbook, etc. may be used, and the bio bank downloaded from the monitoring server 300 . A bank monitoring app is stored.

Hereinafter, a biobank monitoring method using the biobank monitoring system according to an embodiment of the present invention configured as described above will be described.

3A and 3B are flowcharts for explaining a bio-bank monitoring method according to an embodiment of the present invention, where S means a step.

First, the local device 200 receives the first, 2, 3, 4, 5, 6 temperature from the first, 2, 3, 4, 5, 6 temperature sensing unit 100, 110, 120, 130, 140, 150. Receives the detection data (S10), receives the cryogenic freezer internal temperature detection data from the freezer internal temperature detection unit 160 (S20), receives the image detection data of the cryogenic freezer storage from the image detection unit 170 (S30) ), receives the temperature, humidity, and gas concentration detection data of the cryogenic freezer storage from the environment sensor 180 (S40). Here, steps S10, S20, S30 and S40 are performed substantially simultaneously.

Next, the local device 200 analyzes the temperature, humidity, and gas concentration detection data of the cryogenic freezer storage (S50), and the temperature, humidity and gas concentration detection data of the cryogenic freezer storage are set temperature range, set humidity range, and set gas By determining whether it falls within the concentration range, if any one of the temperature, humidity and gas concentration of the cryogenic freezer storage is out of the set range, it is determined that the air conditioner is abnormal (S60).

If, in step S60, it is determined that there is no abnormality in the air conditioner (N), the local device 200 includes first, second, third, fourth, fifth, and sixth temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, And transmits the temperature, humidity, and gas concentration detection data of the cryogenic freezer storage to the biobank monitoring server 300 (S70).

Next, the biobank monitoring server 300 from the local device 200 first, 2, 3, 4, 5, 6 temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and the temperature of the cryogenic freezer storage, Humidity and gas concentration detection data is collected (S80).

Next, the biobank monitoring server 300 defines the temperature-specific events of the cryogenic freezer based on the situational temperature pattern for the normal and abnormal operation of the cryogenic freezer accumulated inside the detected data collected in step S80. (S90).

Next, the bio-bank monitoring server 300 transmits the temperature-specific event of the cryogenic freezer defined in step S90 to the manager terminal M1 in real time (S100).

Next, the bio-bank monitoring server 300 determines whether there is an alarm state among the temperature-specific events of the cryogenic freezer (S110).

If, in step (S110), there is an alarm state among the temperature-specific events of the cryogenic freezer (Y), the bio-bank monitoring server 300 classifies the temperature-specific events of the cryogenic freezer in the alarm state, and the administrator terminal (M1) and the freezer It is transmitted to the repair company terminal (M2) (S120).

Next, the bio-bank monitoring server 300 provides the image detection data to the manager terminal M1 in real time (S130).

Next, the biobank monitoring server 300 analyzes the image detection data based on the learned neural network model (S140), and determines whether there is an external intruder in the cryogenic freezer storage (S150).

If, in step (S150), it is determined that there is an external intruder in the cryogenic freezer storage (Y), the biobank monitoring server 300 notifies the external intrusion fact to the manager terminal (M1) and the security company terminal (M3) (S150) -One).

On the other hand, if it is determined that the air conditioner is abnormal in the step S60 (Y), the local device 200 controls the air conditioner A so that the temperature, humidity, and gas concentration of the cryogenic freezer storage are all within the normal range (S60-1). ).

Next, after the local device 200 transmits an alarm signal notifying the abnormal state of the air conditioner to the manager terminal M1 (S60-2), the process proceeds to the above step (S70).

On the other hand, if there is no alarm state among the temperature-specific events in step S110 (N), the process proceeds to step S130.

According to the biobank monitoring system and the method according to the embodiment of the present invention, the local device is each from the first, second, 3, 4, 5, 6 temperature sensing unit, the internal temperature sensing unit, the image sensing unit and the environment sensing unit. First, 2, 3, 4, 5, 6 temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and temperature, humidity and gas concentration detection data of the cryogenic freezer storage are input and output, and the cryogenic freezer configured to control the air conditioner based on the temperature, humidity, and gas concentration sensing data of the reservoir; The biobank monitoring server stores the first, second, third, fourth, fifth, and sixth temperature detection data collected from the local device, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage. Normal operation of the cryogenic freezer And define an event for each temperature of the cryogenic freezer based on the temperature pattern for each situation for abnormal operation, and transmit the defined event for each temperature of the cryogenic freezer to the manager terminal in real time, and alarm among the temperature-specific events of the cryogenic freezer If there is a state, classify the event by temperature of the cryogenic freezer of this alarm state and transmit it to the manager terminal and the freezer repair company terminal; By being configured, it monitors the state of the cryogenic freezer and the environmental state of the cryogenic freezer storage that stores it and transmits it to the manager terminal in real time, and when an alarm situation occurs, the temperature-specific event information of the alarm condition is sent to the manager terminal and the freezer repair company terminal when an alarm situation occurs. By sending it, you can take immediate action.

In addition, according to the biobank monitoring system and method according to the embodiment of the present invention, the biobank monitoring server analyzes the image detection data of the cryogenic freezer storage based on the learned neural network model to determine whether there is an external intruder in the cryogenic freezer storage. When it is determined whether there is an external intruder in the cryogenic freezer storage, it is configured to notify the external intrusion to the administrator terminal and the security company terminal, thereby preventing theft of human resources, experimental resources and vaccines by external intruders. do.

In the drawings and specification, an optimal embodiment is disclosed, and specific terms are used, but these are used only for the purpose of describing the embodiments of the present invention, and are used to limit the meaning or limit the scope of the present invention described in the claims it didn't happen Therefore, it will be understood by those skilled in the art that various modifications and equivalent other embodiments are possible therefrom. Therefore, the true technical protection scope of the present invention should be determined by the technical spirit of the appended claims.

100, 110, 120, 130, 140, 150: 1st, 2nd, 3rd, 4th, 5th, 6th temperature sensing unit
160: freezer internal temperature sensing unit
170: image detection unit
180: environment sensing unit
200: local device
300: bio bank monitoring server
310: data collection unit
320: temperature pattern accumulation unit for each situation in the freezer
330: event definition unit for each freezer temperature
340: image data analysis unit
350: real-time data transmission unit
360: alarm signal transmitter
A: Air conditioner
M1: manager terminal
M2: Freezer importer terminal
M3: Security company terminal

Claims (6)

a first temperature sensing unit mounted on the refrigerant pipe on the output side of the evaporator to sense a temperature and output first temperature sensing data;
second and third temperature sensing units respectively mounted on the refrigerant pipes of the input side and the output side of the compressor 1 to sense the temperature and output second and third temperature sensing data;
fourth and fifth temperature sensing units respectively mounted on the refrigerant pipes of the output side and the input side of the compressor 2 to sense the temperature and output fourth and fifth temperature sensing data;
a sixth temperature sensing unit mounted on the refrigerant pipe on the input side of the heat exchanger to sense a temperature and output sixth temperature sensing data;
a freezer internal temperature sensing unit configured to detect the internal temperature of the cryogenic freezer and output data detected by the internal temperature of the cryogenic freezer;
an image sensing unit configured to output image detection data by photographing the cryogenic freezer storage in which the cryogenic freezer is stored;
an environment sensing unit configured to sense the temperature, humidity and gas concentration of the cryogenic freezer storage and output the temperature, humidity and gas concentration detection data of the cryogenic freezer storage;
The first, 2, 3, 4, 5, 6 temperature sensing data from the first, 2, 3, 4, 5, 6 temperature sensing unit, internal temperature sensing unit, image sensing unit and environment sensing unit, respectively, cryogenic freezer Internal temperature detection data, image detection data, and temperature, humidity and gas concentration detection data of the cryogenic freezer storage are input and output, and the air conditioner is controlled based on the temperature, humidity and gas concentration detection data of the cryogenic freezer storage a local device configured to; and
Collecting the first, 2, 3, 4, 5, 6 temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and temperature, humidity and gas concentration sensing data of the cryogenic freezer storage from the local device, Among the collected detection data, the first, 2, 3, 4, 5, and 6 temperature detection data, the temperature detection data inside the cryogenic freezer, and the temperature detection data of the cryogenic freezer storage are stored in the normal and abnormal operation of the cryogenic freezer. Defines an event for each temperature of the cryogenic freezer based on the temperature pattern for each situation, transmits the defined event for each temperature of the cryogenic freezer to the manager terminal in real time, and if there is an alarm state among the temperature-specific events of the cryogenic freezer, this alarm Bio-bank monitoring system comprising a; bio-bank monitoring server that classifies events by temperature of the cryogenic freezer in the state and transmits them to the manager terminal and the freezer repair company terminal.
The method of claim 1,
the local device
It is determined whether the temperature, humidity and gas concentration of the cryogenic freezer storage sensed from the environment sensing unit falls within a set temperature range, a set humidity range, and a set gas concentration range, so that any one of the temperature, humidity and gas concentration is within the set range. In the case of deviating from , it is determined that the air conditioner is abnormal, controls the air conditioner so that the temperature, humidity and gas concentration are all within the normal range, and the biobank monitoring system notifies the manager terminal of the abnormal state of the air conditioner.
The method of claim 1,
The temperature pattern for each situation for normal and abnormal operation of the cryogenic freezer is based on the first, second, third, fourth, fifth, and sixth temperature sensing data, the temperature sensing data inside the cryogenic freezer, the temperature of the cryogenic freezer storage, and big data Biobank monitoring system that is divided and accumulated.
The method of claim 1,
The biobank monitoring server is
a data collection unit configured to collect the first, second, third, fourth, fifth, and sixth temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and temperature, humidity and gas concentration sensing data of the cryogenic freezer storage;
Based on the first, 2, 3, 4, 5, 6 temperature sensing data, the temperature sensing data inside the cryogenic freezer, the temperature sensing data and big data of the cryogenic freezer storage, the normal operation and the abnormal operation of the cryogenic freezer by situation a temperature pattern accumulator for each situation in a freezer configured to classify and accumulate temperature patterns;
The first, second, third, fourth, fifth, and sixth temperature sensing data, the temperature sensing data inside the cryogenic freezer, and the temperature sensing data of the cryogenic freezer storage, the accumulated temperature for normal operation and abnormal operation of the cryogenic freezer an event definition unit for each temperature of the freezer configured to define an event for each temperature of the cryogenic freezer based on the pattern;
a real-time data transmission unit configured to receive an event for each temperature of the cryogenic freezer defined in the freezer temperature-specific event definition unit and transmit it to the manager terminal in real time;
If there is an alarm state among the temperature-specific events of the cryogenic freezer, an alarm signal transmitter configured to classify the temperature-specific events of the cryogenic freezer of this alarm state and transmit them to the manager terminal and the freezer repair company terminal; and
Biobank monitoring system comprising a; when it is determined that there is an external intruder in the cryogenic freezer storage by analyzing the image detection data based on the learned neural network model, an image data analysis unit configured to notify the manager terminal and the security company terminal .
As a biobank monitoring method using the biobank monitoring system according to claim 1,
receiving, by a local device, first, second, third, fourth, fifth, and sixth temperature sensing data from the first, second, third, fourth, fifth, and sixth temperature sensing units;
receiving, by the local device, the temperature sensing data inside the cryogenic freezer from the temperature sensing unit inside the freezer;
receiving, by the local device, image sensing data of the cryogenic freezer storage unit from the image sensing unit;
receiving, by the local device, temperature, humidity, and gas concentration sensing data of the cryogenic freezer storage unit from an environment sensing unit;
The local device analyzes the temperature, humidity and gas concentration detection data of the cryogenic freezer storage, and whether the temperature, humidity and gas concentration detection data of the cryogenic freezer storage falls within a set temperature range, a set humidity range, and a set gas concentration range. By determining the temperature, humidity, and gas concentration of the cryogenic freezer storage if any one out of the set range, determining that the air conditioner is abnormal;
If it is determined that the air conditioner is not abnormal in the air conditioner abnormality determining step, the local device is the first, 2, 3, 4, 5, 6 temperature sensing data, cryogenic freezer internal temperature sensing data, image sensing data, and cryogenic freezer storage outputting the temperature, humidity and gas concentration detection data of the biobank monitoring server;
The bio-bank monitoring server detects the temperature, humidity and gas concentration of the first, second, third, fourth, fifth, and sixth temperature detection data, cryogenic freezer internal temperature detection data, image detection data, and cryogenic freezer storage from the local device collecting data;
defining an event for each temperature of the cryogenic freezer based on the situational temperature pattern for the normal operation and the abnormal operation of the cryogenic freezer accumulated therein by the biobank monitoring server, the detected data collected therein;
transmitting, by the bio-bank monitoring server, an event for each temperature of the defined cryogenic freezer to the manager terminal in real time;
determining, by the bio-bank monitoring server, whether there is an alarm state among the temperature-specific events of the cryogenic freezer;
When there is an alarm state among the temperature-specific events of the cryogenic freezer, the biobank monitoring server divides the temperature-specific events of the cryogenic freezer in an alarm state and transmits them to the manager terminal and the freezer repair company terminal;
providing, by the bio-bank monitoring server, the image detection data to a manager terminal in real time;
determining, by the bio-bank monitoring server, whether there is an external intruder in the cryogenic freezer storage by analyzing the image detection data based on the learned neural network model; and
When it is determined that there is an external intruder in the cryogenic freezer storage, the step of notifying the manager terminal and the security company terminal of the fact of the external intrusion; Bio-bank monitoring method comprising a.
6. The method of claim 5,
When it is determined that the air conditioner is abnormal in the air conditioner abnormality determination step, the local device controlling the air conditioner so that the temperature, humidity, and gas concentration of the cryogenic freezer storage are all within normal ranges; and
Transmitting, by the local device, an alarm signal notifying an abnormal state of the air conditioner to the manager terminal; Bio-bank monitoring method further comprising a.

Images