Regulation and control system and method for intelligent electromagnetic energy meter

Abstract

The invention discloses a regulation and control system and method for an intelligent electromagnetic energy meter, relates to the technical field of electromagnetic energy meter regulation and control, and aims to solve the problem of excessive energy of the electromagnetic energy meter. After processing by the management terminal, displaying an energy excess time period and an excess value on a display interface; patient information is collected, an energy demand curve is generated in combination with energy data, and the output power adjustment amount and the time node of the electromagnetic energy instrument are calculated; adjusting the instrument according to the calculation result, monitoring physiological feedback data of the patient, and calculating the matching degree between the actual demand power and the output power; and finally, the output power is readjusted according to the matching degree. The regulation and control system covers data acquisition, analysis and calculation, adjustment and monitoring, decision feedback modules and cooperative work; energy waste is effectively avoided, the potential risk to a patient is reduced, and the equipment energy efficiency is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of electromagnetic energy instrument regulation, and specifically to a regulation system and method for an intelligent electromagnetic energy instrument. Background Art

[0002] As an important treatment device, the electromagnetic energy instrument is widely used in the treatment and rehabilitation processes of various medical diseases. The electromagnetic energy instrument uses the energy of the electromagnetic field to stimulate and treat the human body, and has the advantages of non-invasive, painless, and no side effects, so it has been widely recognized and applied clinically.

[0003] However, during the operation of the electromagnetic energy instrument, there is a significant problem, namely energy surplus. This situation usually occurs in certain stages of the treatment process. Due to the combined influence of various factors such as the patient's physical condition, treatment requirements, and the output parameters of the electromagnetic energy instrument, the electromagnetic energy output by the device exceeds the actual need, or the device operates without reaching its maximum output power. Energy surplus not only causes waste of energy, but may also cause unnecessary stimulation to the patient and even pose a safety hazard. Similarly, when the device is operating at a non-full load, its energy efficiency will be reduced, its service life will be shortened, and its operating cost will increase. Therefore, it is urgent to solve the problem of excessive output energy of the electromagnetic energy instrument. Summary of the Invention

[0004] The purpose of the present invention is to provide a regulation system and method for an intelligent electromagnetic energy instrument to solve the problems raised in the prior art.

[0005] To achieve the above purpose, the present invention provides the following technical solution, a regulation method for an electromagnetic energy instrument, the regulation method includes:

[0006] Step S100: Real-time collect the electromagnetic energy value output by the electromagnetic energy instrument; transmit the collected electromagnetic energy value to the management terminal, and display the energy surplus time period and the corresponding energy excess value during the treatment process on the user display interface of the management terminal;

[0007] Step S200: Collect the patient information fed back by the patient during the treatment process by the electromagnetic energy instrument, and generate an energy demand curve; and combine the energy surplus time period and the corresponding energy excess value to calculate the output power that the electromagnetic energy instrument needs to adjust and the adjustment time node;

[0008] Step S300: Adjust the electromagnetic energy instrument according to the calculated output power that the electromagnetic energy instrument needs to adjust and the adjustment time node; during the adjustment process, real-time monitor the patient's physiological feedback data to obtain the actual demand power of the patient for the electromagnetic energy instrument; calculate the matching degree between the adjusted actual output power and the patient's actual demand power;

[0009] Step S400: Judge the matching degree between the actual output power and the actual power demand of the patient, obtain a judgment result, and re-adjust the output power of the electromagnetic energy instrument according to the judgment result.

[0010] Further, step S100 includes:

[0011] Step S101: Arrange an electromagnetic energy sensor at the output end of the electromagnetic energy instrument, and the electromagnetic energy sensor collects the electromagnetic energy value E output by the electromagnetic energy instrument in real time 实采 ; Transmit the electromagnetic energy value E output by the electromagnetic energy instrument collected in real time 实采 To the management terminal through wireless communication;

[0012] Step S102: The management terminal sorts the electromagnetic energy values E 实采 According to the time series, and obtain an electromagnetic energy value sequence as E 实采 (1), E 实采 (2), …, E 实采 (n); Filter the sorted electromagnetic energy values according to the time series to obtain the filtered electromagnetic energy values Where m is the size of the filtering window used for filtering; k is the serial number of the data point corresponding to the current electromagnetic energy value, and Where n is the total number of electromagnetic energy values E 实采 ; E 实采 (i) represents the i-th data point in the electromagnetic energy value sequence;

[0013] Step S103: The management terminal is pre-set with a value range of the electromagnetic energy value output by the electromagnetic energy instrument at each moment as [E min , E max ; When E 滤波 (k)>E max , calculate the energy excess value E 超量 (k) = E 滤波 (k) - E max ; When E 滤波 (k)<E max , calculate the energy excess value E 超量 = 0; The user display interface of the management terminal uses visualization technology to draw an actual output energy curve graph; wherein, the abscissa of the actual output energy curve graph is time, and the ordinate is the filtered electromagnetic energy value; and mark the time points where the energy excess value E 超量 (k)>0 in the actual output energy curve graph to obtain an energy surplus time period;

[0014] The above steps provide an accurate basis for accurately calculating the output power adjustment amount of the electromagnetic energy instrument and determining the adjustment time node in the subsequent process, thereby realizing the intelligent control of the output of the electromagnetic energy instrument, ensuring reasonable energy supply during the treatment process, avoiding the adverse effects caused by excessive energy, and improving the treatment safety and energy utilization efficiency.

[0015] Further, step S200 includes:

[0016] Step S201: A standard electromagnetic energy value sequence E 标准 (t) is preset in the database of the management terminal; where E 标准 (t) represents the electromagnetic energy value output by the electromagnetic energy instrument at each moment; when using the electromagnetic energy instrument to treat a patient, medical staff input patient information; the management terminal retrieves the standard electromagnetic energy value sequence E 标准 (t) corresponding to the same type of patient from the database according to the patient information; the patient information includes disease type, severity, patient age, body mass index, and past treatment efficiency.

[0017] Step S202: Extract the patient age A, body mass index B, and past treatment efficiency R, and correct the extracted standard electromagnetic energy values through a weighted average algorithm to generate an energy demand curve E 需求 (t); the process of correcting the extracted standard electromagnetic energy is as follows:

[0018]

[0019] Among them, α1, α2, α3, α4 are weighting coefficients; A 平均 , B 平均 respectively represent the average ages and body mass indices of the same type of patients.

[0020] Step S203: Assume that the current output power of the electromagnetic energy instrument is P 当前 ; Extract the energy surplus duration Δt of the energy surplus time period and the energy excess value E 超量 corresponding to the energy surplus time period from the actual output energy curve graph, calculate the required output power change amount ΔP = E 超量 / Δt; Adjust the current output power P 当前 according to the required output power change amount, then the adjusted output power P 调整 = P 当前 - ΔP;

[0021] Step S204: When the electromagnetic energy value E 滤波 (t) of the actual output energy curve at a certain moment is lower than the electromagnetic energy value E 需求 of the energy demand curve at the certain momentAt time (t), calculate the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t); when the difference between the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t) is greater than the threshold, record the current time; take the next moment t 调整 of the current time as the time node for the output power of the electromagnetic energy meter to be adjusted;

[0022] The above steps, combined with the personalized information of the patient and the actual output data of the electromagnetic energy meter, accurately determine the adjustment plan for the output power of the electromagnetic energy meter; by retrieving the standard electromagnetic energy value sequence of patients of the same type from the management terminal database and correcting it according to the patient's individual information, an energy demand curve that meets the actual needs of the patient is generated.

[0023] Further, step S300 includes:

[0024] Step S301: At time t 调整 , adjust the output power of the electromagnetic energy meter to P 调整 by adjusting the voltage or current; during the adjustment process, collect the patient's physiological feedback data in real time; the physiological feedback data includes skin conductivity, heart rate, and muscle action potential amplitude; calculate the actual demand power of the patient at time t 调整 according to the physiological feedback data; the calculation formula of the actual demand power is as follows:

[0025] P 实际 = β1S + β2H + β3M + β0;

[0026] Where, P 实际 represents the actual demand power of the patient at time t 调整 ; S represents skin conductivity; H represents heart rate; M represents muscle action potential amplitude; β0, β1, β2, β3 are regression coefficients;

[0027] Step S302: Calculate the matching degree between the adjusted output power and the actual demand power of the patient through the cosine similarity algorithm;

[0028]

[0029] Where, M is the matching degree between the adjusted output power and the actual demand power of the patient;

[0030] The above steps can timely detect whether the adjusted power meets the actual needs of the patient, provide an objective basis for whether further power adjustment is needed in the future, and thus ensure that the output power of the electromagnetic energy meter is always adapted to the actual needs of the patient.

[0031] Furthermore, step S400 includes:

[0032] The matching degree threshold preset by the management terminal is M 阈值 ; if M ≥ M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M < M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual required power P 调整 of the patient at time t 实际 .

[0033] Furthermore, to better implement the above method, a control system for an intelligent electromagnetic energy instrument is also provided. The control system includes: a data acquisition module, an analysis and calculation module, an adjustment and monitoring module, and a decision-making and feedback module;

[0034] The data acquisition module is used to collect the electromagnetic energy value output by the electromagnetic energy instrument and transmit the collected electromagnetic energy value to the management terminal for processing and display;

[0035] The analysis and calculation module combines the collected patient information and the output data of the electromagnetic energy instrument to generate an energy demand curve, and calculates the time node and output power that the electromagnetic energy instrument needs to adjust;

[0036] The adjustment and monitoring module adjusts the electromagnetic energy instrument according to the calculated time node and output power that the electromagnetic energy instrument needs to adjust, and monitors the patient's physiological feedback data in real time during the adjustment process, and calculates the matching degree between the actual required power and the output power;

[0037] The decision-making and feedback module judges the calculated matching degree between the actual required power and the output power, and re-adjusts only the output power of the electromagnetic energy instrument according to the judgment result.

[0038] Furthermore, the data acquisition module includes an electromagnetic energy acquisition unit, a data processing unit, and an energy surplus judgment unit;

[0039] The electromagnetic energy acquisition unit arranges an electromagnetic energy sensor at the output end of the electromagnetic energy instrument. The electromagnetic energy sensor collects the electromagnetic energy value E 实采 output by the electromagnetic energy instrument in real time; 实采 transmits the electromagnetic energy value E

[0040] output by the electromagnetic energy instrument collected in real time to the management terminal through wireless communication; 实采 The data processing unit sorts the electromagnetic energy values E

[0041] The energy surplus unit extracts the value range of the electromagnetic energy values output by the electromagnetic energy meter preset in the management terminal at each moment; compares the filtered electromagnetic energy values with the value range, and calculates the energy excess value; draws an actual output energy curve through visualization technology, and marks the energy surplus time period in the actual output energy curve.

[0042] Furthermore, the analysis and calculation module includes an information processing unit, an adjusted power calculation unit, and an adjustment time calculation unit;

[0043] The information processing unit extracts the preset standard electromagnetic energy value sequence in the database of the management terminal; when treating a patient with an electromagnetic energy meter, medical staff input patient information; retrieves the corresponding standard electromagnetic energy value sequence of patients of the same type from the database of the management terminal according to the patient information; the patient information includes disease type, severity, patient age, body mass index, and past treatment efficiency.

[0044] The adjusted power calculation unit extracts the patient age, body mass index, and past treatment efficiency, corrects the standard electromagnetic energy values through a weighted average algorithm, and generates an energy demand curve that meets the actual situation requirements of the patient; obtains the energy surplus duration and energy excess value of the energy surplus time period from the actual output energy curve, and calculates the output power to be adjusted.

[0045] The adjustment time calculation unit compares the actual output energy curve and the energy demand curve, and calculates the difference between the electromagnetic energy value at each moment in the actual output energy curve and the electromagnetic energy value at the corresponding moment in the energy demand curve; if the difference between the electromagnetic energy values is greater than the threshold, records the current moment, and takes the next moment of the current moment as the time node for adjusting the output power of the electromagnetic energy meter.

[0046] Furthermore, the adjustment and monitoring module includes an actual power calculation unit and a matching degree calculation unit;

[0047] The actual power calculation unit adjusts the output power of the electromagnetic energy meter to the calculated output power to be adjusted by adjusting the voltage or current at the calculated time node for adjusting the output power of the electromagnetic energy meter; during the adjustment process, real-time collects the physiological feedback data of the patient, and calculates the actual demand power of the patient at the time node according to the physiological feedback data.

[0048] The matching degree calculation unit uses the cosine similarity algorithm to calculate the matching degree M between the adjusted output and the actual demand power of the patient.

[0049] Furthermore, the decision-making and feedback module includes:

[0050] Extract the matching degree threshold M preset by the management terminal 阈值 ; If M ≥ M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M < M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual required power P 调整 of the patient at time t 实际 .

[0051] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0052] 1. Precise regulation of energy output and improvement of treatment safety: By collecting the output values of the electromagnetic energy instrument in real time, accurately identifying the energy surplus period and the excess value, and generating an energy demand curve in combination with the patient's personalized information, accurately calculating and adjusting the output power and time node of the electromagnetic energy instrument; This effectively avoids unnecessary stimulation to the patient caused by energy surplus, reduces potential safety hazards, and ensures the safety of the patient during the treatment process.

[0053] 2. Improvement of energy utilization efficiency: Precise power adjustment enables the electromagnetic energy instrument to avoid energy waste while meeting the treatment needs of patients; This not only improves the energy utilization efficiency, but also reduces the operating cost of the equipment, extends the service life of the equipment, and improves the utilization efficiency of medical resources.

[0054] 3. Guarantee of treatment quality: During the process of adjusting the output power of the electromagnetic energy instrument, real-time monitoring of the patient's physiological feedback data, such as skin conductivity, heart rate, muscle action potential amplitude, etc., and calculating the matching degree between the actual required power and the output power; Dynamic adjustment is carried out according to the matching degree to ensure that the energy supply during the treatment process is always adapted to the patient's needs, continuously optimizing the treatment process, and effectively guaranteeing the treatment quality. Description of the Drawings

[0055] Figure 1 is a schematic flow chart of a control system and method for an intelligent electromagnetic energy instrument of the present invention;

[0056] Figure 2 is a schematic structural diagram of a control system and method for an intelligent electromagnetic energy instrument of the present invention. Detailed Embodiments

[0057] Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0058] Embodiment 1: As Figure 1 shown, the present invention provides a technical solution, a control method for an intelligent electromagnetic energy instrument, and the control method includes:

[0059] Step S100: Real-time collect the electromagnetic energy value output by the electromagnetic energy meter; transmit the collected electromagnetic energy value to the management terminal, and display the energy surplus time period and the corresponding energy excess value during the treatment on the user display interface of the management terminal;

[0060] Among them, step S100 includes:

[0061] Step S101: Arrange an electromagnetic energy sensor at the output end of the electromagnetic energy meter, and the electromagnetic energy sensor real-time collects the electromagnetic energy value E output by the electromagnetic energy meter 实采 ; Transmit the electromagnetic energy value E output by the electromagnetic energy meter collected in real time 实采 To the management terminal by means of wireless communication;

[0062] Step S102: The management terminal sorts the electromagnetic energy values E 实采 In time series to obtain an electromagnetic energy value sequence of E 实采 (1), E 实采 (2), …, E 实采 (n); Filter the sorted electromagnetic energy values in time series to obtain the filtered electromagnetic energy value Among them, m is the size of the filter window used for filtering; k is the serial number of the data point corresponding to the current electromagnetic energy value, and Among them, n is the total number of electromagnetic energy values E 实采 ; E 实采 (i) represents the i-th data point in the electromagnetic energy value sequence;

[0063] Step S103: The management terminal is pre-set with a value range of the electromagnetic energy value output by the electromagnetic energy meter at each moment as [E min , E max ; When E 滤波 (k) > E max , calculate the energy excess value E 超量 (k) = E 滤波 (k) - E max ; When E 滤波 (k) < E max , calculate the energy excess value E 超量 = 0; The user display interface of the management terminal uses visualization technology to draw an actual output energy curve graph; Among them, the abscissa of the actual output energy curve graph is time, and the ordinate is the filtered electromagnetic energy value; And mark the time points where the energy excess value E 超量 (k) > 0 in the actual output energy curve graph to obtain the energy surplus time period;

[0064] In an embodiment of the present invention, the sensor collects the electromagnetic energy value output by the electromagnetic energy instrument once per second for a 30-minute treatment process, and a total of 1800 data are collected; the management terminal sorts these data by time and uses a moving average filter with a window size of 5 to remove noise; the preset normal range of electromagnetic energy is [50, 120] energy units. After comparison, it is found that the energy is excessive from the 10th to the 15th minute, and this time period is marked;

[0065] Step S200: Collect the patient information fed back by the patient during the treatment process with the electromagnetic energy instrument to generate an energy demand curve; and combine the energy surplus time period and the corresponding energy excess value to calculate the output power that the electromagnetic energy instrument needs to adjust and the adjustment time node;

[0066] Among them, step S200 includes:

[0067] Step S201: A standard electromagnetic energy value sequence E 标准 (t) is preset in the database of the management terminal; where E 标准 (t) represents the electromagnetic energy value output by the electromagnetic energy instrument at each moment; when using the electromagnetic energy instrument to treat a patient, the medical staff inputs the patient information; the management terminal retrieves the corresponding standard electromagnetic energy value sequence E 标准 (t) of the same type of patient from the database according to the patient information; the patient information includes the disease type, severity, patient age, body mass index, and past treatment efficiency;

[0068] Step S202: Extract the patient age A, body mass index B, and past treatment efficiency R, and correct the extracted standard electromagnetic energy value through a weighted average algorithm to generate an energy demand curve E 需求 (t); where the process of correcting the extracted standard electromagnetic energy is:

[0069]

[0070] Among them, α1, α2, α3, α4 are weighting coefficients; A 平均 、B 平均 respectively represent the average age and body mass index of the same type of patients;

[0071] Step S203: Let the current output power of the electromagnetic energy instrument be P 当前 ; Extract the energy surplus duration Δt of the energy surplus time period and the energy excess value E 超量 corresponding to the energy surplus time period from the actual output energy curve graph, and calculate the output power change amount ΔP to be adjusted = E 超量 / Δt; According to the output power change amount to be adjusted, the current output power P 当前If an adjustment is made, the output power P after adjustment 调整 = P 当前 - ΔP;

[0072] Step S204: When the electromagnetic energy value E 滤波 (t) of the actual output energy curve at a certain moment is lower than the electromagnetic energy value E 需求 (t) of the energy demand curve at the said certain moment, calculate the difference between the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t); when the difference between the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t) is greater than the threshold value, record the current moment; take the next moment t 调整 of the said current moment as the time node for the output power of the electromagnetic energy meter to be adjusted;

[0073] In an embodiment of the present invention, medical staff input information such as the patient's age of 45 years old, body mass index of 24, moderate condition, and past treatment efficiency of 70%; the management terminal retrieves the standard electromagnetic energy sequence of patients of the same type, corrects it by combining the patient's individual information with the weighted average algorithm, and generates an energy demand curve; according to the energy surplus period (the 10th - 15th minute, the energy excess value is 20 energy units, and the duration is 300 seconds), calculate the output power adjustment amount ΔP = 20 / 300 = 0.067 energy units / second, and adjust the current output power from 130 to 129.933; when the actual output energy is lower than the demand curve and the difference is greater than the threshold value, determine the 20th minute as the time node for readjusting the power;

[0074] Step S300: According to the calculated output power to be adjusted and the adjustment time node of the electromagnetic energy meter, adjust the electromagnetic energy meter; during the adjustment process, monitor the patient's physiological feedback data in real time to obtain the actual demand power of the patient for the electromagnetic energy meter; calculate the matching degree between the adjusted actual output power and the patient's actual demand power;

[0075] Among them, step S300 includes:

[0076] Step S301: At the moment of t 调整 , the management terminal adjusts the output power of the electromagnetic energy meter to P 调整 by adjusting the voltage or current; during the adjustment process, collect the patient's physiological feedback data in real time; the physiological feedback data includes skin conductivity, heart rate, and muscle action potential amplitude; calculate the actual demand power of the patient at the moment of t 调整 according to the physiological feedback data; the calculation formula of the actual demand power is as follows:

[0077] P 实际= β1S + β2H + β3M + β0;

[0078] Where, P 实际 represents the actual required power of the patient at time t 调整 ; S represents the skin conductivity; H represents the heart rate; M represents the amplitude of the muscle action potential; β0, β1, β2, and β3 are regression coefficients;

[0079] Step S302: Calculate the matching degree between the adjusted output power and the actual required power of the patient through the cosine similarity algorithm;

[0080]

[0081] Where, M is the matching degree between the adjusted output power and the actual required power of the patient;

[0082] In the embodiment of the present invention, at the 20th minute, the management terminal adjusts the output power; at the same time, physiological data such as the patient's skin conductivity, heart rate, and muscle action potential amplitude are collected in real time; the actual required power of the patient is calculated through the formula, and then the matching degree between the adjusted output power and the actual required power is calculated by the cosine similarity algorithm to be 99%, and it is judged that they are basically matched and no further adjustment is required;

[0083] Step S400: Judge the matching degree between the actual output power and the actual required power of the patient to obtain a judgment result, and readjust the output power of the electromagnetic energy instrument according to the judgment result;

[0084] Where, step S400 includes:

[0085] The matching degree threshold preset by the management terminal is M 阈值 ; if M ≥ M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M < M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual required power P 调整 of the patient at time t 实际 ;

[0086] Embodiment 2: As Figure 2 shown, in order to better implement the above method, a control system for an intelligent electromagnetic energy instrument is further provided. The control system includes: a data acquisition module, an analysis and calculation module, an adjustment and monitoring module, and a decision-making and feedback module;

[0087] The data acquisition module is used to collect the electromagnetic energy value output by the electromagnetic energy instrument and transmit the collected electromagnetic energy value to the management terminal for processing and display;

[0088] The analysis and calculation module combines the collected patient information and the output data of the electromagnetic energy instrument to generate an energy demand curve, and calculates the time nodes and output power that the electromagnetic energy instrument needs to adjust;

[0089] The adjustment and monitoring module adjusts the electromagnetic energy instrument according to the calculated time nodes and output power that the electromagnetic energy instrument needs to adjust, and monitors the patient's physiological feedback data in real time during the adjustment process, and calculates the matching degree between the actual demand power and the output power;

[0090] The decision-making and feedback module judges the calculated matching degree between the actual demand power and the output power, and only re-adjusts the output power of the electromagnetic energy instrument according to the judgment result;

[0091] Among them, the data acquisition module includes an electromagnetic energy acquisition unit, a data processing unit, and an energy surplus judgment unit;

[0092] The electromagnetic energy acquisition unit arranges an electromagnetic energy sensor at the output end of the electromagnetic energy instrument, and the electromagnetic energy sensor collects the electromagnetic energy value E output by the electromagnetic energy instrument in real time 实采 ; Transmit the electromagnetic energy value E output by the electromagnetic energy instrument collected in real time 实采 To the management terminal by wireless communication;

[0093] The data processing unit sorts the electromagnetic energy value E 实采 According to the time series to obtain an electromagnetic energy value sequence; filter the electromagnetic energy values sorted according to the time series to obtain filtered electromagnetic energy values;

[0094] The energy surplus unit extracts the value range of the electromagnetic energy value output by the electromagnetic energy instrument at each moment preset in the management terminal; compares the filtered electromagnetic energy value with the value range, and calculates the energy excess value; draws an actual output energy curve through visualization technology, and marks the energy surplus time period in the actual output energy curve;

[0095] Among them, the analysis and calculation module includes an information processing unit, an adjustment power calculation unit, and an adjustment time calculation unit;

[0096] The information processing unit extracts the standard electromagnetic energy value sequence preset in the database of the management terminal; when using the electromagnetic energy instrument to treat patients, medical staff input patient information; retrieve the standard electromagnetic energy value sequence corresponding to patients of the same type from the database of the management terminal according to the patient information; the patient information includes the type of disease, severity, patient age, body mass index, and past treatment efficiency;

[0097] Adjust the power calculation unit, extract the patient's age, body mass index, and past treatment efficiency, and correct the standard electromagnetic energy value through a weighted average algorithm to generate an energy demand curve that meets the actual situation requirements of the patient; obtain the energy surplus duration and energy excess value during the energy surplus time period from the actual output energy curve, and calculate the output power to be adjusted.

[0098] Adjust the moment calculation unit, compare the actual output energy curve and the energy demand curve, and calculate the difference between the electromagnetic energy value at each moment in the actual output energy curve and the electromagnetic energy value at the corresponding moment in the energy demand curve; if the difference in the electromagnetic energy value is greater than the threshold, record the current moment, and use the next moment of the current moment as the time node for adjusting the output power of the electromagnetic energy instrument.

[0099] Among them, the adjustment and monitoring module includes an actual power calculation unit and a matching degree calculation unit.

[0100] The actual power calculation unit, at the time node when the output power of the electromagnetic energy instrument needs to be adjusted, adjusts the output power of the electromagnetic energy instrument to the calculated output power to be adjusted by adjusting the voltage or current; during the adjustment process, real-time collect the patient's physiological feedback data, and calculate the actual demand power of the patient at the time node according to the physiological feedback data.

[0101] The matching degree calculation unit uses the cosine similarity algorithm to calculate the matching degree M between the adjusted output and the patient's actual demand power.

[0102] Among them, the decision-making and feedback module includes: extracting the matching degree threshold M preset by the management terminal 阈值 ; if M≥M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M<M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual demand power P 调整 of the patient at time t 实际 .

[0103] Finally, it should be noted that the above are only the preferred embodiments of the present invention and are not used to limit the present invention. Although the present invention has been described in detail with reference to the foregoing embodiments, for those skilled in the art, they can still modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some of the technical features. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.

Claims

1. A control method for an intelligent electromagnetic energy meter, characterized in that, The regulation method includes: Step S100: Collect the electromagnetic energy value output by the electromagnetic energy meter in real time; transmit the collected electromagnetic energy value to the management terminal, and display the energy surplus time period and the corresponding energy excess value during the treatment on the user display interface of the management terminal; Step S200: Collect the patient information fed back by the patient during the treatment with the electromagnetic energy meter, and generate an energy demand curve; combine the energy surplus time period and the corresponding energy excess value to calculate the output power that the electromagnetic energy meter needs to adjust and the adjustment time node; Step S300: Adjust the electromagnetic energy meter according to the calculated output power that the electromagnetic energy meter needs to adjust and the adjustment time node; during the adjustment process, monitor the patient's physiological feedback data in real time to obtain the actual demand power of the patient for the electromagnetic energy meter; calculate the matching degree between the adjusted actual output power and the patient's actual demand power; Step S400: Judge the matching degree between the actual output power and the patient's actual demand power to obtain a judgment result, and readjust the output power of the electromagnetic energy meter according to the judgment result.

2. The regulation method for an intelligent electromagnetic energy meter according to claim 1, wherein, Step S100 includes: Step S101: Arrange an electromagnetic energy sensor at the output end of the electromagnetic energy meter, and the electromagnetic energy sensor collects the electromagnetic energy value E output by the electromagnetic energy meter in real time 实采 ; Transmit the electromagnetic energy value E output by the electromagnetic energy meter collected in real time 实采 to the management terminal by means of wireless communication; Step S102: The management terminal sorts the electromagnetic energy values E 实采 in a time series to obtain an electromagnetic energy value sequence as E 实采 (1), E 实采 (2), …, E 实采 (n); filter the sorted electromagnetic energy values in the time series to obtain the filtered electromagnetic energy values where m is the size of the filtering window used for filtering; k is the serial number of the data point corresponding to the current electromagnetic energy value, and where n is the total number of the electromagnetic energy values E 实采 ; E 实采 (i) represents the i-th data point in the electromagnetic energy value sequence; Step S103: The management terminal is pre-set with a range of electromagnetic energy values output by the electromagnetic energy meter at each moment as [E min , E max ; when E 滤波 (k) > E max , calculate the energy excess value E 超量 (k) = E 滤波 (k) - E max ; when E 滤波 (k) < E max , calculate the energy excess value E 超量 = 0; the user display interface of the management terminal uses visualization technology to draw an actual output energy curve graph; wherein, the abscissa of the actual output energy curve graph is time, and the ordinate is the filtered electromagnetic energy value; and mark the time points where the energy excess value E 超量 (k) > 0 in the actual output energy curve graph to obtain the energy surplus time period.

3. The regulation method for an intelligent electromagnetic energy meter according to claim 1, wherein Step S200 includes: Step S201: A standard electromagnetic energy value sequence E 标准 (t) is preset in the database of the management terminal; where E 标准 (t) represents the electromagnetic energy value output by the electromagnetic energy meter at each moment; when using the electromagnetic energy meter to treat a patient, medical staff input patient information; the management terminal retrieves the corresponding standard electromagnetic energy value sequence E 标准 (t) of patients of the same type from the database according to the patient information; the patient information includes disease type, severity, patient age, body mass index, and past treatment efficiency; Step S202: Extract the patient's age A, body mass index B, and past treatment efficiency R, and correct the extracted standard electromagnetic energy value through a weighted average algorithm to generate an energy demand curve E(t); wherein the process of correcting the extracted standard electromagnetic energy is as follows: 需求 (t); where the process of correcting the extracted standard electromagnetic energy is: wherein, α1, α2, α3, α4 are weighting coefficients; A 平均 , B 平均 respectively represent the average ages and body mass indexes of patients of the same type; Step S203: Set the current output power of the electromagnetic energy meter as P 当前 ; Extract the energy surplus duration Δt of the energy surplus time period and the energy excess value E corresponding to the energy surplus time period from the actual output energy curve graph 超量 , calculate the output power change amount ΔP to be adjusted = E 超量 / Δt; Adjust the current output power P according to the output power change amount to be adjusted 当前 , then the adjusted output power P 调整 = P 当前 - ΔP; Step S204: When the electromagnetic energy value E 滤波 (t) of the actual output energy curve at a certain moment is lower than the electromagnetic energy value E 需求 (t) of the energy demand curve at the said certain moment, calculate the difference between the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t); when the difference between the electromagnetic energy value E 滤波 (t) and the electromagnetic energy value E 需求 (t) is greater than the threshold value, record the current moment; take the next moment t 调整 of the said current moment as the time node at which the output power of the electromagnetic energy meter needs to be adjusted.

4. A control method for an intelligent electromagnetic energy meter according to claim 1, characterized in that, Step S300 includes: Step S301: At time t, the management terminal adjusts the output power of the electromagnetic energy meter to P by adjusting the voltage or current. During the adjustment process, the physiological feedback data of the patient is collected in real time. The physiological feedback data includes skin conductivity, heart rate, and muscle action potential amplitude. Calculate the actual required power of the patient at time t according to the physiological feedback data. The calculation formula of the actual required power is as follows: 调整 At time t, the output power of the electromagnetic energy meter is adjusted to P by adjusting the voltage or current. During the adjustment process, the physiological feedback data of the patient is collected in real time. The physiological feedback data includes skin conductivity, heart rate, and muscle action potential amplitude. Calculate the actual required power of the patient at time t according to the physiological feedback data. The calculation formula of the actual required power is as follows: 调整 ; During the adjustment process, the physiological feedback data of the patient is collected in real time. The physiological feedback data includes skin conductivity, heart rate, and muscle action potential amplitude. Calculate the actual required power of the patient at time t according to the physiological feedback data. The calculation formula of the actual required power is as follows: 调整 At time t, calculate the actual required power of the patient according to the physiological feedback data. The calculation formula of the actual required power is as follows: P 实际 = β1S + β2H + β3M + β0; where, P 实际 represents the actual required power of the patient at time t 调整 ; S represents the skin conductivity; H represents the heart rate; M represents the amplitude of the muscle action potential; β0, β1, β2, and β3 are regression coefficients; Step S302: Calculate the matching degree between the adjusted output power and the patient's actual demand power through the cosine similarity algorithm; where M is the matching degree between the adjusted output power and the patient's actual demand power.

5. A regulation method for an intelligent electromagnetic energy meter according to claim 1, characterized in that, Step S400 includes: the matching degree threshold preset by the management terminal is M 阈值 ; if M≥M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M < M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual required power P 调整 of the patient at time t 实际 .

6. A control system for an intelligent electromagnetic energy meter, which is used to execute a control method for an intelligent electromagnetic energy meter described in any one of claims 1-5, is characterized in that, The regulation system includes: a data collection module, an analysis and calculation module, an adjustment and monitoring module, and a decision-making and feedback module; The data collection module is used to collect the electromagnetic energy value output by the electromagnetic energy meter, and transmit the collected electromagnetic energy value to the management terminal for processing and display; The analysis and calculation module combines the collected patient information and the output data of the electromagnetic energy meter to generate an energy demand curve, and calculates the adjustment time node and output power that the electromagnetic energy meter needs to adjust; The adjustment and monitoring module adjusts the electromagnetic energy meter according to the calculated adjustment time node and output power that the electromagnetic energy meter needs to adjust, and monitors the patient's physiological feedback data in real time during the adjustment process to calculate the matching degree between the actual demand power and the output power; The decision-making and feedback module judges the matching degree between the calculated actual demand power and the output power, and readjusts the output power of the electromagnetic energy meter only according to the judgment result.

7. The control system for an intelligent electromagnetic energy meter according to claim 6, characterized in that The data collection module includes an electromagnetic energy collection unit, a data processing unit, and an energy surplus judgment unit; The electromagnetic energy collection unit arranges electromagnetic energy sensors at the output end of the electromagnetic energy meter, and the electromagnetic energy sensors collect the electromagnetic energy value E output by the electromagnetic energy meter in real time 实采 ; The electromagnetic energy value E output by the electromagnetic energy meter collected in real time 实采 is transmitted to the management terminal by means of wireless communication; The data processing unit sorts the electromagnetic energy value E 实采 in a time series to obtain an electromagnetic energy value sequence; filters the electromagnetic energy values sorted in a time series to obtain the filtered electromagnetic energy values; The energy surplus unit extracts the value range of the electromagnetic energy value output by the electromagnetic energy meter preset in the management terminal at each moment; Compare the filtered electromagnetic energy value with the value range, and calculate the energy excess value; Draw an actual output energy curve through visualization technology, and mark the energy surplus time period in the actual output energy curve.

8. The control system for an intelligent electromagnetic energy meter according to claim 6, characterized in that The analysis and calculation module includes an information processing unit, an adjustment power calculation unit, and an adjustment time calculation unit; The information processing unit extracts a pre-set standard electromagnetic energy value sequence in the database of the management terminal; when treating a patient with an electromagnetic energy instrument, medical staff input patient information; according to the patient information, the corresponding standard electromagnetic energy value sequence of patients of the same type is retrieved from the database of the management terminal; the patient information includes disease type, severity, patient age, body mass index, and past treatment efficiency; The adjusted power calculation unit extracts the patient age, body mass index, and past treatment efficiency, and corrects the standard electromagnetic energy value through a weighted average algorithm to generate an energy demand curve that meets the actual situation requirements of the patient; Obtain the energy surplus duration and energy excess value in the energy surplus time period from the actual output energy curve, and calculate the output power to be adjusted; The adjustment time calculation unit compares the actual output energy curve and the energy demand curve, and calculates the difference between the electromagnetic energy value at each moment in the actual output energy curve and the electromagnetic energy value at the corresponding moment in the energy demand curve; If the difference between the electromagnetic energy values is greater than the threshold, record the current moment, and use the next moment of the current moment as the time node for adjusting the output power of the electromagnetic energy instrument.

9. The control system for an intelligent electromagnetic energy meter according to claim 6, characterized in that, The adjustment and monitoring module includes an actual power calculation unit and a matching degree calculation unit; The actual power calculation unit adjusts the output power of the electromagnetic energy instrument to the calculated output power to be adjusted by adjusting the voltage or current at the time node when the output power of the electromagnetic energy instrument needs to be adjusted; during the adjustment process, the physiological feedback data of the patient is collected in real time, and the actual demand power of the patient at the time node is calculated according to the physiological feedback data; The matching degree calculation unit uses the cosine similarity algorithm to calculate the matching degree M between the adjusted output Golonglv and the actual demand power of the patient.

10. The control system for an intelligent electromagnetic energy meter according to claim 6, characterized in that, The decision-making and feedback module includes: extracting the matching degree threshold M preset by the management terminal 阈值 ; if M≥M 阈值 , the management terminal controls the electromagnetic energy instrument to maintain the current output power; if M<M 阈值 , then the management terminal adjusts the output power of the electromagnetic energy instrument according to the actual required power P 调整 of the patient at time t 实际 .

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