WO2020062882A1 - 一种基于微流控泵的输注异常状态检测及控制系统 - Google Patents
一种基于微流控泵的输注异常状态检测及控制系统 Download PDFInfo
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- 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
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
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- G01L7/00—Measuring the steady or quasi-steady pressure of a fluid or a fluent solid material by mechanical or fluid pressure-sensitive elements
- G01L7/02—Measuring the steady or quasi-steady pressure of a fluid or a fluent solid material by mechanical or fluid pressure-sensitive elements in the form of elastically-deformable gauges
- G01L7/08—Measuring the steady or quasi-steady pressure of a fluid or a fluent solid material by mechanical or fluid pressure-sensitive elements in the form of elastically-deformable gauges of the flexible-diaphragm type
Definitions
- the invention relates to the fields of medical treatment, biology, chemistry, agriculture, cosmetics, and sanitary ware, and particularly relates to a microfluidic pump-based infusion abnormal state detection and control system.
- microfluidic pump chip As an important part of microfluidic technology, microfluidic pump chip is widely used in medical applications, biology, chemistry, agriculture, beauty, bathroom, etc. due to its simple structure, light weight, low frequency operation, and low power consumption. Prospects. In actual work, the matching abnormal detection and control system is a very important part of the entire system. Especially in applications with high requirements on safety and stability, various states must be monitored during the working process of the equipment to prevent abnormal conditions such as blocked pipelines, empty reservoirs, pump chip failure, and air bubbles. , Potential risks from liquid leakage, etc.
- microfluidic pump chip based on a silicon-based MEMS process that integrates a pressure sensor.
- This solution solves the problem of sensitivity.
- the pressure sensor integrated in the chip detects the pressure change of the pipeline inside the chip, and the infusion abnormality may also occur in the pipeline outside the chip. It is not enough to simply detect the pressure change of the pipeline inside the chip.
- the design of the external pipeline and even the sloshing of the infusion hose may affect the test accuracy, so this solution cannot accurately detect the abnormal infusion status of the entire system.
- the present invention provides a microfluidic pump-based infusion abnormal state detection and control system.
- the scheme of the invention can monitor the working status of the microfluidic pump chip and the conveying pipeline in real time, and when abnormality is found, the work of the microfluidic pump chip is stopped or adjusted and an alarm is promptly given.
- microfluidic pump-based infusion abnormal state detection and control system of the present invention includes:
- the micro-fluidic pump chip outputs the liquid by controlling the vibration of the actuator
- a pressure sensor located in a pipeline behind the microfluidic pump chip output port and outputting an electric signal by sensing a pressure change of the liquid output by the microfluidic pump;
- a signal conditioning circuit configured to perform signal conditioning on the electric signal to obtain a conditioned electric signal
- a signal acquisition circuit configured to convert the conditioned electrical signal from an analog signal to a digital signal
- a signal processing unit configured to judge the working status of the microfluidic pump chip and the infusion pipeline according to the digital signal, and send a signal to the alarm unit when an abnormality is found;
- An alarm unit for issuing an alarm based on the signal
- a control driving unit is configured to adjust an output state of the microfluidic pump chip according to an output of the signal processing unit.
- the microfluidic pump chip further includes an actuating device, a pump cavity, a connection mechanism, an inlet valve, and an outlet valve, the pump cavity is for liquid to pass through, and the actuating device is used as a driving source.
- the pressure sensor is composed of a pressure-sensitive material, a barrier layer, an upper cover, a bottom cover, and a sensing chamber.
- the pressure sensor is installed in a separate chamber or integrated on the delivery pipeline as a part of the pipeline.
- multiple pressure sensors may be integrated, located before the microfluidic chip input port, in the microfluidic pump chip, and after the microfluidic pump chip output port, thereby monitoring the entire fluid path.
- the signal processing unit further includes an analysis module, a judgment module, and an output module, the analysis module analyzes the digital signal to obtain a liquid pressure value reflected by the electrical signal, and the judgment module judges based on the pressure value What is the working state of the microfluidic pump chip and the infusion pipeline, when an abnormality is found, the output module outputs a signal to the alarm unit, the abnormality includes pipeline blockage, liquid reservoir emptying, pump Chip failure, air stagnation and liquid leakage.
- the alarm modes of the alarm unit include screen alarm, light alarm, vibration alarm and sound alarm.
- the alarm unit further includes a wireless transmission module.
- it further comprises a noise filtering module for filtering motion noise interference.
- control driving unit adjusts parameters of the driving signal output to the microfluidic pump chip according to an output of the signal processing module, and the parameters include a driving signal voltage value, a driving signal frequency, and a driving signal occupation. Air ratio.
- the present invention has the following beneficial effects: Through the abnormal state detection and control system of the present invention, the microfluidic pump chip can be accurately controlled, and its abnormal state can be accurately detected and alarmed in time.
- FIG. 1 is a schematic structural diagram of a microfluidic pump-based infusion abnormal state detection and control system according to an embodiment of the present invention.
- FIG. 2 is a schematic structural diagram of a microfluidic pump according to an embodiment of the present invention.
- FIG. 3 is a schematic structural diagram of a pressure sensor according to an embodiment of the present invention.
- FIG. 4 is a schematic structural diagram of a signal processing unit according to an embodiment of the present invention.
- FIG. 5 is a structural block diagram of a drive control unit according to an embodiment of the present invention.
- FIG. 6 is a schematic structural diagram of an alarm unit according to an embodiment of the present invention.
- FIG. 7 (a), FIG. 7 (b), and FIG. 7 (c) are schematic diagrams of noise filtering waveforms of three noise filtering modules of the present invention.
- an infusion abnormal state detection and control system based on a microfluidic pump includes a microfluidic pump chip 1, a pressure sensor 2, a signal conditioning circuit 3, a signal acquisition circuit 4, and a signal.
- the microfluidic pump chip 1 outputs liquid by controlling the vibration of the actuating device.
- the structure of the microfluidic pump chip 1 is shown in FIG. 2, and is mainly composed of an actuating device 11, a pump cavity 14, a connection mechanism 15, an inlet valve 12 and an outlet valve 13.
- the microfluidic pump chip 1 uses an actuating device 11 as a driving source, and generates vibration under the driving signal output from the control driving unit 6.
- Actuating devices include, but are not limited to, piezoelectric ceramics, magnetostrictive devices, thermostrictive devices, and shape memory alloys.
- the microfluidic pump chip 1 is connected to the control driving unit 6 through a wire group 1a.
- the actuating device 11 vibrates, and directly or indirectly changes the volume of the pump chamber 14 through the connection mechanism 15. 13 Alternately open and close to output liquid.
- the arrows in the figure indicate the flow direction of the liquid, and the pump chamber 14 allows the liquid to circulate.
- the structure of the pressure sensor 2 is shown in FIG. 3, and is mainly composed of a pressure-sensitive material 21, a barrier layer 22, an upper cover 23, a bottom cover 24, and a sensing chamber 25.
- the liquid is output from the microfluidic pump chip 1 and flows to the pressure sensor 2 through the pipeline 3a.
- the pipeline 3a is a specially designed flow channel, which can reduce or eliminate the interference of the liquid from the outside and the sudden change of resistance. This part of the design includes, but is not limited to, special capillary circuits, fluid resistance devices, and pressure smoothing devices.
- the pressure sensor 2 is connected in the pipeline 3a.
- the barrier layer 22 is a flexible material, which can block liquid, and at the same time, generates a slight deformation in response to the pressure of the liquid to transmit the pressure to the pressure-sensitive material 21.
- Pressure-sensitive material 21 is a special material. When it undergoes mechanical deformation, such as extrusion, stretching, shearing, twisting, etc., its electrical properties will change. Electrical properties include and are not limited to resistance, capacitance, and inductance. Charge, etc.
- the pressure-sensitive material 21 of the pressure sensor 2 includes, but is not limited to, a varistor, a piezoelectric material, and the like.
- the pressure-sensitive material 21 feels pressure, its electrical properties change.
- the bottom cover 24 is made of a rigid material, the size of the chamber 25 will not change significantly under different pressures. Therefore, the pressure acting on the pressure-sensitive material 21 can accurately reflect the pressure inside the liquid.
- the pressure-sensitive material 21 senses the change in the liquid volume output by the microfluidic pump chip 1 and outputs an electric signal.
- the pressure sensor 2 and the signal conditioning circuit 3 are connected through a wire group 2a, so that the output signal is transmitted to the signal conditioning circuit 3.
- the microfluidic pump chip 1 transports liquid based on the pressure difference. Under the action of the driving signal, the pump cavity 14 expands and contracts alternately. At the same time, the inlet valve 12 and the outlet valve 13 open and close alternately. The liquid is under pressure. Transport with changes. Therefore, the change in the internal pressure of the liquid can reflect the different states of the microfluidic pump chip.
- the signal conditioning circuit 3 is used for converting, amplifying, filtering, and impedance matching the changed electrical performance of the pressure sensor 2 to obtain a conditioned electrical signal.
- the pressure sensor 2 is based on the change in electrical performance of the pressure-sensitive material 21 under pressure.
- the first step needs to convert the change in its electrical performance into a change in the voltage signal through a conversion circuit.
- the resistance value of a varistor will change under the effect of pressure.
- Its conversion circuit uses a Wheatens bridge method to convert the change in resistance value into a change in voltage signal.
- the varistor can also be directly used as one of the resistors in the amplifier circuit of the op amp, so as to realize the integration of amplification and voltage conversion.
- the pressure-sensitive material may be a piezoelectric material. When the pressure of the piezoelectric material changes, the output signal is a voltage signal directly, so a corresponding conversion circuit is not required.
- the pressure sensor 2 of the present invention may also be an optical pressure sensor.
- the main principle of the optical pressure sensor is that the pressure acts on the optical fiber or the grating, so that the refraction of light is deflected or the light intensity is changed. Then, the optical signal is converted into an electrical signal through a photosensitive material Thus, the pressure value is obtained. In this case, no corresponding conversion circuit is required.
- the voltage signal is often a small signal, which needs to be amplified by a signal amplifying circuit so as to reach the range of the back-end signal acquisition circuit.
- the signal filtering circuit is mainly used to filter out noise, and only allows signals at a certain operating frequency to pass.
- the impedance matching circuit is used to match the output impedance of the sensor and the input impedance of the back-end signal acquisition circuit to prevent signal distortion.
- the signal conditioning circuit 3 may be any known circuit that performs a signal conditioning function.
- the signal acquisition circuit 4 is configured to convert the conditioned electrical signal from an analog signal to a digital signal.
- the signal acquisition circuit is, for example, an A / D converter.
- the signal processing unit 5 is used for judging the working status of the microfluidic pump chip and the infusion pipeline according to the digital signals output by the signal acquisition circuit 4.
- the driving control unit 6 adjusts the driving voltage, the driving waveform frequency, and the waveform duty cycle. Mode, controlling the microfluidic pump chip to adjust its output characteristics. When faults and abnormalities are found, such as blockages or pump failures, adjust or stop the entire microfluidic pump chip from working and give an alarm.
- the signal processing unit 5 further includes an analysis module 51, a determination module 52, and an output module 53.
- the analysis module 51 analyzes the digital signal through an algorithm to obtain the liquid pressure value reflected by the electrical signal.
- the analysis module 51 analyzes the digital signal through an algorithm to obtain the liquid pressure value reflected by the electrical signal.
- the judging module 52 judges which working state of the microfluidic pump corresponds to the pressure value.
- the micro-fluidic pump chip 1 is a chip that outputs fluid at a fixed amount of time. During the process of liquid passing through a pipeline and infusion, the pressure change is a regular pressure change curve. Therefore, the characteristic value of the pressure value with time can correspond to the working state of the microfluidic pump chip and the pipeline, as follows.
- the pressure sensor cannot sense the pressure change generated by the microfluidic pump chip every time the pressure signal reflects a constant linear signal.
- the compressibility of the air is much higher than that of the liquid, so the amplitude of the pressure value will be smaller than that during normal operation, and the frequency component characteristics of the pressure value will be different.
- the monitoring of this state must also set a certain time window. When the air bubbles are discharged within a certain time window, they are not marked as air bubbles staying. An alarm is triggered only if a condition that persists beyond the time window occurs.
- the noise filtering module may use a closed-loop control principle to filter motion noise.
- the signal of the micro-fluidic pump closed-loop system is sent by the signal processing unit to the drive control unit.
- this signal is also used as a reference signal for filtering motion noise.
- Combine the signal collected by the pressure sensor with the reference signal and only focus on the pressure signal when the reference signal is valid. In this way, only the pressure signal generated during the operation of the pump chip is analyzed, and the remaining noise signals are filtered out, as shown in Figure 7 (a).
- the noise filtering module may further use a motion sensor to filter motion noise.
- Integrated motion sensor in the system The signal collected by the motion sensor is processed and normalized and subtracted from the signal collected by the pressure sensor. In this way, the interference signal caused by the external movement in the pressure signal is subtracted, and the remaining signal is the pressure signal generated when the pump chip works, as shown in FIG. 7 (b).
- the noise filtering module may also adopt a solution of a dual pressure sensor. Place two pressure sensors at different locations in the pipeline. Because the relative position of the two pressure sensors is fixed, the difference in the transmission time of the pressure signal generated by the pump chip in the pipeline is fixed, so this signal has a fixed phase difference on the two pressure sensors. The interference signal generated by the movement affects both pressure sensors at the same time, so the interference signal does not have this fixed phase difference, so the pressure signal generated by the pump chip work can be extracted through a simple signal processing method, as shown in Figure 7 ( c).
- the output module 53 outputs a signal according to the determination result.
- the output signals mainly include DO signals, Enable signals, and Sig (drive waveform) signals.
- the DO signal is used to adjust the voltage value of the driving signal
- the Enable signal is used to switch the driving circuit
- the Sig signal is used to adjust the shape, frequency value and duty cycle of the driving signal.
- the control driving unit 6 is configured to adjust a driving signal output to the microfluidic pump chip 1 according to the output signal, so as to control an output state of the microfluidic pump chip 1.
- the control driving unit 6 mainly controls the three parameters of the driving signal, as described above, which are the driving signal voltage value, the driving signal frequency, and the driving signal duty cycle. These three parameters are used to control the microfluidic pump chip 1 in real time. Output status.
- the control driving unit 6 includes a high-voltage driving circuit 61, a boost power source 62, a resistance voltage dividing network 63, and an enabling switch 64.
- the following describes in detail the three parameters for controlling the driving signal according to the three sets of output signals of the signal processing unit according to FIG. 5.
- the amplitude of the drive signal is adjusted as follows.
- the DO signal 55 of the signal processing unit 5 adjusts the resistance voltage dividing network mainly through two methods: the first is to use an adjustable resistor, and the DO signal directly controls the resistance value of the adjustable resistor.
- the second is to output an adjustable voltage, which is used instead of the signal ground as the reference voltage of the resistor divider network 63. These two methods can be used individually or in combination to achieve more fine-grained control.
- the voltage dividing resistor network 63 By adjusting the voltage dividing resistor network 63, the output voltage of the boost power source 62 is adjusted through the feedback circuit inside the boost power source 62, and the amplitude of the driving signal is finally controlled.
- the signal processing unit 5 is connected to an enable switch 64 via an Enable signal 58 to control the enable of the boost power source 62 and the high-voltage drive circuit 61.
- the Enable signal controls the enable switch 64.
- the Enable signal flag When the Enable signal flag is off, the booster circuit and the high-voltage driving circuit stop working, so that the output signal is at the 0 level.
- the Enable signal flag When the Enable signal flag is on, the boost circuit and the high-voltage drive circuit work normally.
- the Sig signal 56 of the signal processing unit 5 controls the driving signal frequency and duty cycle.
- the Sig signal is an input reference signal for controlling the driving unit 6, which determines the signal frequency and duty cycle of the output signal HighVoltageOut +/- 65.
- Sig signals can support arbitrary waveforms, including but not limited to square, triangle, and sine waves.
- the output signal High Voltage +/- 67 is a pair of signals, which is connected to the actuating device of the microfluidic pump chip 1.
- the output signals are a pair of homologous signals with a phase difference of 180 degrees.
- This group of signals is generated as follows.
- the single-ended Sig signal is first divided into two, and one of them is connected to the inverter 65, so that the single-ended Sig signal becomes a pair of signals with a phase difference of 180 degrees, Input +/- 66.
- the actuator of the microfluidic pump chip When the actuator of the microfluidic pump chip is connected to High Voltage Out + and High Voltage Out-, it can support positive-negative output.
- the actuator of the microfluidic pump chip is connected to High Voltage Out + and ground signal, it can support positive level-ground output.
- High Voltage Out +/- 67 can also support asymmetric signals with any phase difference.
- the Sig signal changes from a single-ended signal to a double-ended signal.
- the waveform, phase, and amplitude of each signal can be adjusted according to actual needs. Realize the output of arbitrary driving waveform in the output signal HighVoltage and Out +/- 67, so as to achieve more flexible control of the microfluidic pump chip's actuating device.
- the amplitude of the driving signal can control the degree of vibration of the actuating device 11 of the microfluidic pump chip 1, thereby changing the output pressure and flow rate of the microfluidic pump chip 1.
- the frequency of the driving signal corresponds to the number of times the actuation device 11 operates in a unit time.
- the duty cycle of the signal corresponds to the ratio of the working time and the non-working time of the microfluidic pump chip 1. According to the information transmitted from the signal processing unit 5, the control driving unit 6 adjusts any one or more of these three parameters to control the output state of the microfluidic pump chip 1 in real time.
- the alarm unit 7 issues an alarm.
- Alarm methods include, but are not limited to: vibration alarm, sound alarm, light alarm, and abnormal information displayed on the LCD screen.
- the wireless transmission module 71 is sent to the control terminal, and an alarm is simultaneously issued in the control terminal. It can also be sent to the Internet through a wireless transmission module to achieve remote alarm.
- the system as a closed-loop control can also achieve some troubleshooting functions.
- the signal processing unit can adjust three parameters to change the working state of the pump chip, thereby achieving the function of troubleshooting.
- Their specific implementation method is as follows:
- the driving signal amplitude value and the driving signal frequency can be increased at the same time. At this time, the output flow of the pump chip is increased, and the liquid movement is accelerated to push the air bubbles to be discharged.
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- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Hematology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Vascular Medicine (AREA)
- Anesthesiology (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Computer Hardware Design (AREA)
- Reciprocating Pumps (AREA)
- Infusion, Injection, And Reservoir Apparatuses (AREA)
- Control Of Positive-Displacement Pumps (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
Abstract
Description
Claims (10)
- 一种基于微流控泵的输注异常状态检测及控制系统,其特征在于,包括:微流控泵芯片,通过控制致动器件的振动以输出液体;压力传感器,位于所述微流控泵芯片输出口后的管路中,通过感知所述微流控泵输出液体的压力变化而输出电信号;信号调理电路,用于将所述电信号进行信号调理,获得调理后的电信号;信号采集电路,用于将所述调理后的电信号从模拟信号转换为数字信号;信号处理单元,用于根据所述数字信号判断所述微流控泵芯片及输注管路的工作状态,当发现异常时,向报警单元发出信号;报警单元,用于根据所述信号发出报警;以及控制驱动单元,用于根据所述信号处理单元的输出来调整所述微流控泵芯片的输出状态。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述微流控泵芯片进一步包括致动器件、泵腔、连接机构、入口阀和出口阀,所述泵腔供液体通过,所述致动器件作为驱动源。
- 根据权利要求2所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述压力传感器由压敏材料、阻隔层、上盖、底盖和感应腔室构成。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述压力传感器安装在一个单独的腔室中,或者集成在输送管路上成为管路的一部分。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,可以集成多个压力传感器,位于微流控芯片输入口之前、微流控泵芯片中、微流控泵芯片输出口之后,从而对整个液路进行监控。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述信号处理单元进一步包括分析模块、判断模块和输出模块,所述分析模块分析所述数字信号以获得所述电信号反映的液体压力值,所述判断模块根据所述压力值判断所述微流控泵芯片及输注管路处于何种工作状态,当发现异常时,所述输出模块向所述报警单元输出信号,所述异常包括管路堵塞、储液器打空、泵芯片失效、气泡驻留和液体渗漏。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述报警单元的报警方式包括屏幕报警、灯光报警、震动报警和声音报警。
- 根据权利要求7所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述报警单元进一步包括无线传输模块。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,进一步包括噪声滤除模块,用于滤除运动噪声干扰。
- 根据权利要求1所述的基于微流控泵的输注异常状态检测及控制系统,其特征在于,所述控制驱动单元根据所述信号处理模块的输出调整输出至所述微流控泵芯片的所述驱动信号的参数,所述参数包括驱动信号电压值、驱动信号频率和驱动信号占空比。
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JP2021542239A JP2022501549A (ja) | 2018-09-29 | 2019-05-10 | マイクロ流体制御ポンプに基づく注入異常状態検出及び制御システム |
US17/280,865 US11603836B2 (en) | 2018-09-29 | 2019-05-10 | Microfluidic pump-based infusion anomaly state detection and control system |
EP19864417.1A EP3859157A4 (en) | 2018-09-29 | 2019-05-10 | DETECTION OF AN ABNORMAL CONDITION IN MICROFLUIDIC PUMP-BASED INFUSION AND CONTROL PROCEDURES |
KR1020217009284A KR102566503B1 (ko) | 2018-09-29 | 2019-05-10 | 미세 유체 펌프의 주입 이상 상태 검출 및 제어 시스템 |
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CN109026653A (zh) * | 2018-09-29 | 2018-12-18 | 瞬知(广州)健康科技有限公司 | 一种基于微流控泵的输注异常状态检测及控制系统 |
CN110264960B (zh) * | 2019-04-04 | 2021-01-05 | 上海中航光电子有限公司 | 驱动电路及其驱动方法、面板及其驱动方法 |
CN110189710B (zh) * | 2019-04-04 | 2021-12-17 | 上海天马微电子有限公司 | 驱动电路及其驱动方法、电润湿面板及其驱动方法 |
CN110649929B (zh) * | 2019-09-30 | 2021-04-27 | 郑州力通水务有限公司 | 泵站能耗数据调频发射电路 |
WO2021072729A1 (en) | 2019-10-18 | 2021-04-22 | Healtell (Guangzhou) Medical Technology Co., Ltd. | Microfluidic chip pumps and methods thereof |
US20210260276A1 (en) * | 2020-02-21 | 2021-08-26 | MicroMED Co., Ltd. | Electrochemical pump and delivery device |
CN113339247A (zh) * | 2021-06-04 | 2021-09-03 | 亳州联岐医疗科技有限公司 | 一种输液泵两段式输液压力采集检测系统 |
CN113854989B (zh) * | 2021-09-27 | 2024-03-19 | 武汉大学 | 用于药物注射的集传感与执行功能于一体的可穿戴器件 |
CN113873843A (zh) * | 2021-09-28 | 2021-12-31 | 北京无线电测量研究所 | 基于收集器的液冷控制系统、方法、存储介质及电子设备 |
CN114299308B (zh) * | 2021-12-20 | 2024-09-06 | 中用科技有限公司 | 一种损毁道路护栏智能检测系统与方法 |
CN115414975B (zh) * | 2022-08-30 | 2023-11-28 | 苏州大学 | 各向异性材料在管路、流道的堵塞或泄露检测中的应用及检测微流控芯片泄露和堵塞的方法 |
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EP3859157A1 (en) | 2021-08-04 |
CN109026653A (zh) | 2018-12-18 |
EP3859157A4 (en) | 2022-05-11 |
KR20210040454A (ko) | 2021-04-13 |
KR102566503B1 (ko) | 2023-08-10 |
US11603836B2 (en) | 2023-03-14 |
US20220003230A1 (en) | 2022-01-06 |
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