CN112717235A - Portable flow precision monitoring device based on artificial intelligence - Google Patents
Portable flow precision monitoring device based on artificial intelligence Download PDFInfo
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- CN112717235A CN112717235A CN202011586569.2A CN202011586569A CN112717235A CN 112717235 A CN112717235 A CN 112717235A CN 202011586569 A CN202011586569 A CN 202011586569A CN 112717235 A CN112717235 A CN 112717235A
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- 238000012806 monitoring device Methods 0.000 title claims abstract description 17
- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 12
- 238000012544 monitoring process Methods 0.000 claims abstract description 74
- 238000004891 communication Methods 0.000 claims abstract description 28
- 238000001802 infusion Methods 0.000 claims abstract description 25
- 230000005540 biological transmission Effects 0.000 claims abstract description 12
- 239000007788 liquid Substances 0.000 claims description 32
- 239000010985 leather Substances 0.000 claims description 16
- 230000005284 excitation Effects 0.000 claims description 6
- 238000000034 method Methods 0.000 claims description 5
- 238000001914 filtration Methods 0.000 claims description 4
- 239000012530 fluid Substances 0.000 abstract description 6
- 239000004973 liquid crystal related substance Substances 0.000 description 4
- 230000006870 function Effects 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000003745 diagnosis Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 206010057751 Post procedural discharge Diseases 0.000 description 1
- 238000003759 clinical diagnosis Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 239000003978 infusion fluid Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 230000000474 nursing effect Effects 0.000 description 1
- 238000007781 pre-processing Methods 0.000 description 1
- 238000011002 quantification Methods 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 239000000243 solution Substances 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Images
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M5/00—Devices for bringing media into the body in a subcutaneous, intra-vascular or intramuscular way; Accessories therefor, e.g. filling or cleaning devices, arm-rests
- A61M5/14—Infusion devices, e.g. infusing by gravity; Blood infusion; Accessories therefor
- A61M5/168—Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body
- A61M5/16886—Means for controlling media flow to the body or for metering media to the body, e.g. drip meters, counters ; Monitoring media flow to the body for measuring fluid flow rate, i.e. flowmeters
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/18—General characteristics of the apparatus with alarm
- A61M2205/186—General characteristics of the apparatus with alarm the sound being acoustically amplified, e.g. by resonance
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M2205/00—General characteristics of the apparatus
- A61M2205/33—Controlling, regulating or measuring
- A61M2205/3331—Pressure; Flow
Abstract
The portable flow precise monitoring device based on artificial intelligence comprises a shell with a hollow inner cavity, wherein the rear end of the shell is connected with a pressing component which moves along the axial direction of the shell, and the pressing component is communicated with the inner cavity of the shell; a monitoring component is arranged in the inner cavity of the shell, the rear end of the monitoring component is fixedly connected with the pressing component, and a spring is arranged between the front end of the monitoring component and the front end of the inner cavity of the shell; the monitoring part is provided with an inward-sunken circular monitoring clamping groove which is clamped and installed on the outer side of the infusion tube; the surface of the shell is provided with a display module, and an electromagnetic flow sensor, a data acquisition module, a microprocessor module, a wireless communication module and a power module are arranged in the monitoring part. The first-aid fluid infusion device is simple to operate, small and exquisite and convenient to carry, has a data transmission function, can ensure effective storage and no loss of first-aid fluid infusion data, and provides high-quality medical guarantee for patients.
Description
Technical Field
The invention relates to the technical field of flow precision monitoring devices, in particular to a portable flow precision monitoring device based on artificial intelligence.
Background
In the venous transfusion flow rate monitoring device designed by 5-month Lizong in 2013 and auspicious luck, an ATmega16 single chip microcomputer is used as a main control unit, a main station and a slave station are communicated in a wireless mode, monitoring and control of the flow rate of liquid drops are effectively achieved through a photosensitive sensing circuit and a servo motor, finally, simulation and testing are conducted, the designed device can complete the function of monitoring the flow rate of the liquid drops, the height of the liquid level in a dropping bottle is monitored, when the liquid level reaches the alarm liquid level, the slave station can send out an alarm signal, but the device is mainly used for monitoring and controlling the number of drops, cannot automatically read the real-time total amount of input liquid, cannot meet the requirements of display of the total amount of the liquid when the liquid flows through a leather hose and alarm of the upper limit of the total amount of the liquid, and cannot provide the requirements.
The system is characterized in that the speed and the volume of infusion liquid drops are monitored by an infrared transmitting and receiving circuit and an image sensor acquisition circuit, acquired data are compared with a preset value of a memory through a single chip microcomputer, and infusion is controlled through a motor control structure. The infusion flow rate can be controlled by inputting the required infusion flow rate as required, and the situations of pipeline blockage, bubbles and the like in the infusion process are monitored. However, the device cannot dynamically display the total liquid amount value in real time, and cannot give out an excessive reminding to medical staff through a buzzing alarm.
The intelligent infusion pump is composed of a microcomputer processing device, a pump device, a monitoring device, an alarm device and an input and display device, has certain safety and stability, is light in weight, accurate in quantification and convenient to assemble and disassemble, can be suitable for the condition that the infusion speed needs to be accurately adjusted, cannot be carried about at present, and cannot be immediately and rapidly started to automatically read the total amount of liquid when the infusion starts to finish when a patient is rescued.
Disclosure of Invention
In order to overcome the problems, the invention provides a portable flow precision monitoring device based on artificial intelligence.
The technical scheme adopted by the invention is as follows: the portable flow precise monitoring device based on artificial intelligence comprises a shell with a hollow inner cavity, wherein the rear end of the shell is connected with a pressing component which moves along the axial direction of the shell, and the pressing component is communicated with the inner cavity of the shell; a monitoring component is arranged in the inner cavity of the shell, the rear end of the monitoring component is fixedly connected with the pressing component, and a spring is arranged between the front end of the monitoring component and the front end of the inner cavity of the shell; the inner cavity of the shell is also provided with a rotation limiting mechanism for limiting the monitoring part to rotate relative to the shell, so that the monitoring part can only move axially relative to the shell;
the monitoring part is provided with an inward-sunken circular monitoring clamping groove, the size of the monitoring clamping groove is matched with that of the leather hose, and the monitoring clamping groove is clamped on the outer side of the leather hose; two elongated slots are symmetrically arranged at the positions of the front wall surface and the rear wall surface of the shell corresponding to the monitoring clamping groove, the length of each elongated slot is matched with the axial moving distance of the monitoring component in the shell, and the left end of each elongated slot upwards penetrates through the top surface of the shell; when the spring is compressed, the monitoring clamping groove is superposed with the left end of the elongated slot, the leather hose enters the monitoring clamping groove from the upper end opening of the elongated slot, and when the spring is restored, the leather hose enters the inner cavity of the shell along the elongated slot along with the monitoring part;
the surface of the shell is provided with a display module, and an electromagnetic flow sensor, a data acquisition module, a microprocessor module, a wireless communication module and a power supply module are arranged in the monitoring part; the electromagnetic flow sensor comprises a pair of excitation coils arranged at two sides of the monitoring clamping groove and a pair of measuring electrodes arranged on the inner wall of the monitoring clamping groove, the pair of excitation coils are arranged in parallel, and the pair of measuring electrodes are arranged perpendicular to the axis of the monitoring clamping groove;
the electromagnetic flow sensor is electrically connected with the data acquisition module and is used for transmitting the acquired electric potential signal to the data acquisition module, and the data acquisition module is used for amplifying, filtering and compensating the received electric potential signal and then converting the induced electric potential signal into a flow velocity signal;
the data acquisition module is electrically connected with the microprocessor module, the data acquisition module sends the flow speed signal to the microprocessor module, and the microprocessor module calculates and processes the received flow speed signal into a flow signal;
the microprocessor module is electrically connected with the alarm module, analyzes whether the total amount of liquid flowing through the infusion tube exceeds a preset amount or not, and sends an alarm instruction to the alarm module to remind that the total amount exceeds the preset amount if the total amount exceeds the preset amount;
the microprocessor module is electrically connected with the display module, the microprocessor module sends a flow speed signal, a flow signal and an alarm instruction to the display module, and the display module displays the total amount of liquid flowing through the infusion tube, the flow speed and the preset amount of the total amount of the liquid in real time;
the microprocessor module is electrically connected with the wireless communication module and transmits the flow signal, the flow speed signal and the alarm instruction to external equipment for storage through the wireless communication module;
the power module is electrically connected with the microprocessor and supplies power for the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module. Further, the outer surface of the shell is also provided with a key module, and the key module comprises an on-off key and a transmission key; the switch key and the transmission key are respectively and electrically connected with the microprocessor module, the microprocessor module is also used for responding to the operation of the key module, and when the switch key is pressed down, the power supply module starts to supply power to the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module; when the transmission key is pressed, the microprocessor module transmits the flow signal, the flow speed signal and the alarm instruction to the external equipment for storage through the wireless communication module.
Furthermore, the rotation limiting mechanism comprises a limiting guide groove arranged in the inner cavity of the shell and a limiting protrusion positioned on the monitoring part, the limiting guide groove extends along the axial direction of the shell, and the limiting protrusion slides in the limiting guide groove and limits the monitoring part to move along the axial direction of the shell.
Further, the wireless communication module is any one of a 5G communication module, a 4G communication module, a Bluetooth module, a WiFi module or a Zigbee module.
Further, the alarm module is a buzzer or a lamp, and the lamp is arranged on the outer surface of the shell.
The invention has the beneficial effects that: the device not only can be applied to infusion flow monitoring, also can be used to the flow monitoring of clinical patient's postoperative drainage tube after going on the surgical operation, and the user of service only needs to press the device on the leather hose during operation, presses the on & off switch and opens, and the automatic monitoring that begins of device, and the intuitionistic liquid total amount and the velocity of flow that flow through this leather hose of demonstration are gone up to the display screen, carry out the excess through sending of buzzing alarm sound and are reminded medical staff. The operation is simple, and the carrying is small and convenient; the infusion flow precision monitoring device also has a data transmission function, can ensure effective storage of first-aid fluid infusion data, is not lost, and provides high-quality medical guarantee for patients. The liquid crystal screen of the display module dynamically displays the liquid total amount value in real time, provides objective and accurate basis for medical staff in time and assists doctors in diagnosis and treatment.
Drawings
FIG. 1 is a schematic view of the present invention clipped to a catheter.
Fig. 2 is a schematic structural diagram of the present invention.
Fig. 3 is a cross-sectional view of the present invention.
Description of the figures reference signs: 1. a housing; 1-1, long groove; 1-2, a display module; 1-3, a key module; 2. a pressing member; 3. a monitoring component; 3-1, monitoring a card slot; 4. a spring; 5. a rotation limiting mechanism.
Detailed Description
The technical solutions of the present invention will be described clearly and completely with reference to the accompanying drawings, and it should be understood that the described embodiments are only some embodiments, but not all embodiments, of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the description of the present invention, it should be noted that the orientations or positional relationships indicated as the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., appear based on the orientations or positional relationships shown in the drawings only for the convenience of describing the present invention and simplifying the description, but not for indicating or implying that the referred devices or elements must have a specific orientation, be constructed and operated in a specific orientation, and thus should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" as appearing herein are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless otherwise explicitly stated or limited, the terms "mounted," "connected," and "connected" should be interpreted broadly, e.g., as being fixed or detachable or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
Referring to the attached drawings, the accurate measurement of the liquid volume infused back into the body of a patient is realized in the emergency process, accurate and reliable data are provided for a clinician to formulate a diagnosis and treatment scheme, a dynamic, objective and visual reference basis is provided for the emergency operation of a branch management nurse, accurate medical treatment is promoted, and the medical safety and guarantee are improved. The embodiment provides a portable flow precision monitoring device based on artificial intelligence, which comprises a shell 1 with a hollow inner cavity, wherein the rear end of the shell 1 is connected with a pressing part 2 which moves along the axial direction of the shell 1, and the pressing part 2 is communicated with the inner cavity of the shell 1; a monitoring component 3 is arranged in the inner cavity of the shell 1, the rear end of the monitoring component 3 is fixedly connected with the pressing part 2, and a spring 4 is arranged between the front end of the monitoring component 3 and the front end of the inner cavity of the shell 1; the inner cavity of the shell 1 is also provided with a rotation limiting mechanism 5 for limiting the monitoring part 3 to rotate relative to the shell 1, the rotation limiting mechanism 5 comprises a limiting guide groove arranged in the inner cavity of the shell 1 and a limiting protrusion positioned on the monitoring part, the limiting guide groove extends along the axial direction of the shell 1, the limiting protrusion slides and is arranged in the limiting guide groove, and the monitoring part 3 is limited to move along the axial direction of the shell.
The monitoring part 3 is provided with an inward-sunken circular monitoring clamping groove 3-1, the size of the monitoring clamping groove 3-1 is matched with that of the leather hose, and the monitoring clamping groove 3-1 is clamped on the outer side of the leather hose; two elongated slots 1-1 are symmetrically arranged at positions, corresponding to the monitoring clamping groove 3-1, of the front wall surface and the rear wall surface of the shell 1, the length of each elongated slot 1-1 is matched with the axial moving distance of the monitoring component 3 in the shell 1, and the left end of each elongated slot 1-1 penetrates through the top surface of the shell 1 upwards; when the spring 4 is compressed, the monitoring clamping groove 3-1 is superposed with the left end of the long groove 1-1, the leather hose enters the monitoring clamping groove 3-1 from the upper end opening of the long groove 1-1, and when the spring 4 is restored, the leather hose enters the inner cavity of the shell 1 along the long groove 1-1 along with the monitoring part 3;
the upper surface of the shell 1 is provided with a display module 1-2 and a key module 1-3, and an electromagnetic flow sensor, a data acquisition module, a microprocessor module, a wireless communication module and a power module are arranged in the monitoring part 3; the electromagnetic flow sensor comprises a pair of excitation coils arranged at two sides of the monitoring clamping groove and a pair of measuring electrodes arranged on the inner wall of the monitoring clamping groove, the pair of excitation coils are arranged in parallel, and the pair of measuring electrodes are arranged perpendicular to the axis of the monitoring clamping groove;
the electromagnetic flow sensor is electrically connected with the data acquisition module and is used for transmitting the acquired electric potential signal to the data acquisition module, and the data acquisition module is used for amplifying, filtering and compensating the received electric potential signal and then converting the induced electric potential signal into a flow velocity signal;
the data acquisition module is electrically connected with the microprocessor module, the data acquisition module sends the flow speed signal to the microprocessor module, and the microprocessor module calculates and processes the received flow speed signal into a flow signal; specifically, the Keil programming environment is utilized to realize initialization of hardware platform functions and data acquisition, processing and sending, and meanwhile, sensor initialization, sensor calibration, data filtering preprocessing, algorithm realization, liquid crystal display and threshold reminding are realized.
The microprocessor module is electrically connected with the alarm module, the alarm module is a buzzer or a lamp, and the lamp is arranged on the outer surface of the shell. The microprocessor module analyzes whether the total amount of the liquid flowing through the infusion tube exceeds a preset amount or not, and if the total amount of the liquid exceeds the preset amount, an alarm instruction is sent to the alarm module to remind that the total amount of the liquid exceeds the preset amount;
the microprocessor module is electrically connected with the display module, the microprocessor module sends a flow speed signal, a flow signal and an alarm instruction to the display module, and the display module displays the total amount of liquid flowing through the infusion tube, the flow speed and the preset amount of the total amount of the liquid in real time;
the microprocessor module is electrically connected with the wireless communication module, and the wireless communication module is any one of a 5G communication module, a 4G communication module, a Bluetooth module, a WiFi module or a Zigbee module; the microprocessor module transmits the flow signal, the flow speed signal and the alarm instruction to external equipment for storage through the wireless communication module;
the power module is electrically connected with the microprocessor and supplies power for the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module.
The key module comprises an on-off key and a transmission key; the switch key and the transmission key are respectively and electrically connected with the microprocessor module, the microprocessor module is also used for responding to the operation of the key module, and when the switch key is pressed down, the power supply module starts to supply power to the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module; when the transmission key is pressed, the microprocessor module transmits the flow signal, the flow speed signal and the alarm instruction to the external equipment for storage through the wireless communication module.
When the device is generally used, an operator clamps the device on an infusion tube, presses a switch key, the device automatically starts flow monitoring, and the display module visually displays the total amount of liquid flowing through the infusion tube and the real-time flow rate of the liquid.
When the liquid is replenished in the first aid, the nursing staff takes out the device from the pocket and quickly clamps the device on the liquid replenishing pipeline, presses the on-off key, opens the infusion pipeline Robert clamp and starts the liquid replenishing first aid, and meanwhile, the liquid crystal screen of the display module dynamically displays the total amount of the liquid flowing through the leather hose in the pipeline and the real-time flow rate. When the fluid infusion emergency treatment is finished, the liquid crystal screen displays whether to select to transmit the recorded data to the computer terminal or the app, if yes, data transmission is carried out, and fluid infusion conditions under specific date and time are recorded in the computer terminal or the app interface.
The invention can utilize repeated and repeated simulated first-aid fluid infusion to obtain corresponding parameters, and reduces errors and improves the accuracy of the device by continuously debugging a real object circuit and software. The device not only can display the amount of the liquid returned by the patient dynamically in real time by the precise monitoring device, ensure the safety of clinical diagnosis and treatment, promote the management standardization, but also can be beneficial to improving the utilization rate of equipment, saving resources and improving the economic benefit of a hospital. The mechanism of society has wide availability, controllable cost, high social benefit and high cost performance.
The embodiments described in this specification are merely illustrative of implementations of the inventive concept and the scope of the present invention should not be considered limited to the specific forms set forth in the embodiments but rather by the equivalents thereof as may occur to those skilled in the art upon consideration of the present inventive concept.
Claims (5)
1. Accurate monitoring devices of portable flow based on artificial intelligence, its characterized in that: the back end of the shell is connected with a pressing component which moves along the axial direction of the shell, and the pressing component is communicated with the inner cavity of the shell; a monitoring component is arranged in the inner cavity of the shell, the rear end of the monitoring component is fixedly connected with the pressing component, and a spring is arranged between the front end of the monitoring component and the front end of the inner cavity of the shell; the inner cavity of the shell is also provided with a rotation limiting mechanism for limiting the monitoring part to rotate relative to the shell, so that the monitoring part can only move axially relative to the shell;
the monitoring part is provided with an inward-sunken circular monitoring clamping groove, the size of the monitoring clamping groove is matched with that of the leather hose, and the monitoring clamping groove is clamped on the outer side of the leather hose; two elongated slots are symmetrically arranged at the positions of the front wall surface and the rear wall surface of the shell corresponding to the monitoring clamping groove, the length of each elongated slot is matched with the axial moving distance of the monitoring component in the shell, and the left end of each elongated slot upwards penetrates through the top surface of the shell; when the spring is compressed, the monitoring clamping groove is superposed with the left end of the elongated slot, the leather hose enters the monitoring clamping groove from the upper end opening of the elongated slot, and when the spring is restored, the leather hose enters the inner cavity of the shell along the elongated slot along with the monitoring part;
the surface of the shell is provided with a display module, and an electromagnetic flow sensor, a data acquisition module, a microprocessor module, a wireless communication module and a power supply module are arranged in the monitoring part; the electromagnetic flow sensor comprises a pair of excitation coils arranged at two sides of the monitoring clamping groove and a pair of measuring electrodes arranged on the inner wall of the monitoring clamping groove, the pair of excitation coils are arranged in parallel, and the pair of measuring electrodes are arranged perpendicular to the axis of the monitoring clamping groove;
the electromagnetic flow sensor is electrically connected with the data acquisition module and is used for transmitting the acquired electric potential signal to the data acquisition module, and the data acquisition module is used for amplifying, filtering and compensating the received electric potential signal and then converting the induced electric potential signal into a flow velocity signal;
the data acquisition module is electrically connected with the microprocessor module, the data acquisition module sends the flow speed signal to the microprocessor module, and the microprocessor module calculates and processes the received flow speed signal into a flow signal;
the microprocessor module is electrically connected with the alarm module, analyzes whether the total amount of liquid flowing through the infusion tube exceeds a preset amount or not, and sends an alarm instruction to the alarm module to remind that the total amount exceeds the preset amount if the total amount exceeds the preset amount;
the microprocessor module is electrically connected with the display module, the microprocessor module sends a flow speed signal, a flow signal and an alarm instruction to the display module, and the display module displays the total amount of liquid flowing through the infusion tube, the flow speed and the preset amount of the total amount of the liquid in real time;
the microprocessor module is electrically connected with the wireless communication module and transmits the flow signal, the flow speed signal and the alarm instruction to external equipment for storage through the wireless communication module;
the power module is electrically connected with the microprocessor and supplies power for the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module.
2. The artificial intelligence based portable precise flow monitoring device of claim 1, wherein: the outer surface of the shell is also provided with a key module, and the key module comprises an on-off key and a transmission key; the switch key and the transmission key are respectively and electrically connected with the microprocessor module, the microprocessor module is also used for responding to the operation of the key module, and when the switch key is pressed down, the power supply module starts to supply power to the electromagnetic flow sensor, the data acquisition module, the microprocessor module, the wireless communication module and the alarm module; when the transmission key is pressed, the microprocessor module transmits the flow signal, the flow speed signal and the alarm instruction to the external equipment for storage through the wireless communication module.
3. The artificial intelligence based portable precise flow monitoring device of claim 1, wherein: the rotation limiting mechanism comprises a limiting guide groove arranged in the inner cavity of the shell and a limiting bulge positioned on the monitoring part, the limiting guide groove extends along the axial direction of the shell, and the limiting bulge is arranged in the limiting guide groove in a sliding mode and limits the monitoring part to move along the axial direction of the shell.
4. The artificial intelligence based portable precise flow monitoring device of claim 1, wherein: the wireless communication module is any one of a 5G communication module, a 4G communication module, a Bluetooth module, a WiFi module or a Zigbee module.
5. The artificial intelligence based portable precise flow monitoring device of claim 1, wherein: the alarm module is a buzzer or a lamp, and the lamp is arranged on the outer surface of the shell.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN202011586569.2A CN112717235A (en) | 2020-12-29 | 2020-12-29 | Portable flow precision monitoring device based on artificial intelligence |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011586569.2A CN112717235A (en) | 2020-12-29 | 2020-12-29 | Portable flow precision monitoring device based on artificial intelligence |
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| CN112717235A true CN112717235A (en) | 2021-04-30 |
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| CN202011586569.2A Pending CN112717235A (en) | 2020-12-29 | 2020-12-29 | Portable flow precision monitoring device based on artificial intelligence |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115006678A (en) * | 2022-05-04 | 2022-09-06 | 复旦大学附属妇产科医院 | Delivery analgesia method and device with adjustable drug concentration |
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|---|---|---|---|---|
| CN206852868U (en) * | 2017-01-18 | 2018-01-09 | 西安交通大学医学院第一附属医院 | Transfusion monitoring device, mobile terminal device and transfusion device |
| CN109833544A (en) * | 2019-03-28 | 2019-06-04 | 屈凡清 | A kind of portable infusion monitoring device and monitoring method |
| CN211611106U (en) * | 2019-11-13 | 2020-10-02 | 刘梅 | Multi-functional infusion monitoring devices of portable |
| CN215083422U (en) * | 2020-12-29 | 2021-12-10 | 浙江大学医学院附属第四医院(浙江省义乌医院、浙江大学医学院附属第四医院医共体) | Portable flow precision monitoring device based on artificial intelligence |
-
2020
- 2020-12-29 CN CN202011586569.2A patent/CN112717235A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN206852868U (en) * | 2017-01-18 | 2018-01-09 | 西安交通大学医学院第一附属医院 | Transfusion monitoring device, mobile terminal device and transfusion device |
| CN109833544A (en) * | 2019-03-28 | 2019-06-04 | 屈凡清 | A kind of portable infusion monitoring device and monitoring method |
| CN211611106U (en) * | 2019-11-13 | 2020-10-02 | 刘梅 | Multi-functional infusion monitoring devices of portable |
| CN215083422U (en) * | 2020-12-29 | 2021-12-10 | 浙江大学医学院附属第四医院(浙江省义乌医院、浙江大学医学院附属第四医院医共体) | Portable flow precision monitoring device based on artificial intelligence |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115006678A (en) * | 2022-05-04 | 2022-09-06 | 复旦大学附属妇产科医院 | Delivery analgesia method and device with adjustable drug concentration |
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