CN117653920A - Good-stability spectrometer system for beauty treatment and stabilizing method - Google Patents
Good-stability spectrometer system for beauty treatment and stabilizing method Download PDFInfo
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Abstract
The invention provides a good-stability spectrometer system for beauty and a stabilization method, wherein the spectrometer system for beauty comprises a data processing module, a spectrometer and a control module, wherein the data processing module is used for performing preliminary processing on the spectrometer, acquiring spectrometer use data and environment data in the use process, and processing the spectrometer use data and the environment data to obtain processing data; the light stability analysis module calculates a light stability value according to the processing data, calculates a light stability fluctuation value according to the light stability value, and performs comprehensive analysis according to the light stability value and the light stability fluctuation value so as to adjust the light parameter to obtain an adjustment result; after the adjustment is completed, the use stability adjustment module calculates comprehensive use stability values of a plurality of positions according to a plurality of data, carries out range judgment on the comprehensive use stability values, adjusts the use data according to the judgment result until the comprehensive use stability values are in a qualified state, can optimize the use state of the spectrometer, and improves the stability of the spectrometer under various environments and use conditions.
Description
Technical Field
The invention provides a good-stability spectrometer system and a good-stability method for beauty treatment, relates to the technical field of spectrometers for beauty treatment, and particularly relates to the technical field of stability of spectrometers for beauty treatment.
Background
A cosmetic spectrometer is a device that uses spectroscopic techniques for skin care and treatment. In existing cosmetic spectrometers, only the processing and use of the spectral data is generally of interest, but there is insufficient attention and solution to the stability problems of the spectrometer during use. In the use process of the existing spectrometer, due to the influence of various factors, such as ambient temperature, humidity, light and the like, the problem of light stability of the spectrometer in the use process can be caused, so that the accuracy and the reliability of the measurement result of the spectrometer are influenced. In addition, instability of the measurement results may also be caused due to the different angles of use of the spectrometers. In view of the above problems, the existing technical solutions generally only perform simple processing and display of the light data, without comprehensive analysis and adjustment of the light stability and the use stability of the spectrometer during use. This makes it difficult for the user to obtain accurate and reliable spectroscopic data during operation, thereby affecting the final outcome of skin care and treatment.
Disclosure of Invention
The invention provides a spectrometer system with good stability for beauty treatment, which is used for solving the problem that the light stability of the spectrometer is possibly caused in the use process due to the influence of various factors, such as ambient temperature, humidity, light and the like, in the use process of the traditional spectrometer, thereby influencing the accuracy and the reliability of the measurement result. In addition, instability of the measurement results may also be caused due to the different angles of use of the spectrometers. In view of the above problems, the existing technical solutions generally only perform simple processing and display of the light data, without comprehensive analysis and adjustment of the light stability and the use stability of the spectrometer during use. This makes it difficult for the user to obtain accurate and reliable spectroscopic data during operation, thereby affecting the final effect of skin care and treatment, etc:
The invention provides a good-stability spectrometer system for beauty treatment, which comprises:
the data processing module is used for performing use operation after preliminary processing on the spectrometer, acquiring spectrometer use data and environment data in the use process, and acquiring processing data after processing;
the light stability analysis module is used for calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters so as to obtain an adjustment result;
the use stability adjusting module is used for calculating comprehensive use stability values of a plurality of positions according to a plurality of data after adjustment is completed, judging the range of the comprehensive use stability values, and adjusting the use data according to the judging result until the comprehensive use stability values are in a qualified state.
Further, the data processing module includes:
the preliminary setting module is used for carrying out preliminary setting, gear adjustment, light source selection and light path cleaning operation on the spectrometer through preset parameters, and starting the spectrometer to carry out cosmetic operation after the preliminary treatment is finished;
The preprocessing module is used for acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
Further, the light stability analysis module includes:
the stable fluctuation calculation module is used for calculating the light stability value of each time node through the processing data acquired in real time, and calculating and acquiring the light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
the optical parameter adjusting module is used for calculating the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the cut-off current time node to obtain a comprehensive optical stability value, comparing the comprehensive optical stability value with a preset comprehensive threshold value, and adjusting the optical parameter according to the comparison result to obtain an adjusting result.
Further, the usage stability adjustment module includes:
the stable calculation module is used for respectively acquiring an average value of the light stable values, an adjustment result and processing data of different angles of different positions after the light parameter adjustment is completed to calculate the use stable values of different angles of each position;
The use data adjusting module is used for adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
Further, the usage data adjustment module includes:
the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position, calculating the average value of the use stability values, and obtaining the comprehensive use stability value of each position;
the adjusting module is used for judging whether the comprehensive use stable value of each position is in a preset range or not, and adjusting the use data of the corresponding position according to the judging result until the comprehensive use stable value is in the preset range.
The invention also provides a stabilization method for realizing the above-mentioned spectrometer system for beauty treatment, which comprises the following steps:
s1, performing primary treatment on a spectrometer, performing use operation, acquiring spectrometer use data and environment data in the use process, and processing to obtain treatment data;
s2, calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters to obtain an adjustment result;
S3, after adjustment is completed, calculating comprehensive use stable values of the plurality of positions according to the plurality of data, judging the range of the comprehensive use stable values, and adjusting the use data according to the judging result until the comprehensive use stable values are in a qualified state.
Further, the step S1 includes:
s101, performing preliminary setting, gear adjustment, light source selection and light path cleaning operation on a spectrometer through preset parameters, and starting the spectrometer to perform cosmetic operation after the preliminary treatment is completed;
s102, acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
Further, the step S2 includes:
s201, calculating a light stability value of each time node through the processing data acquired in real time, and calculating and acquiring a light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
s202, calculating the difference value between the light stability value of the current time node and the light stability fluctuation value of the current time node to obtain a comprehensive light stability value, comparing the comprehensive light stability value with a preset comprehensive threshold value, and adjusting the light parameter according to the comparison result to obtain an adjustment result.
Further, the step S3 includes:
s301, after light parameter adjustment is completed, respectively acquiring an average value of light stability values, an adjustment result and processing data of different angles of different positions to calculate using stability values of different angles of each position;
s302, adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
Further, the step S302 includes:
s401, obtaining use stable values of different angles of each position, and calculating an average value of the use stable values to obtain comprehensive use stable values of each position;
s402, judging whether the comprehensive use stable value of each position is within a preset range, and adjusting the use data of the corresponding position according to a judging result until the comprehensive use stable value is within the preset range.
The invention has the beneficial effects that:
the invention provides a spectrometer system for beauty treatment with good stability and a stabilizing method, which can more accurately acquire and use the data of a spectrometer through data processing and analysis, thereby reducing the influence of errors and interference. According to calculation and analysis of the light stability value, the light parameters of the spectrometer can be automatically or manually adjusted, so that the stability of the spectrometer under different conditions is ensured. The use state of the spectrometer can be optimized by comprehensively using the calculation and adjustment of the stable value, and the stability of the spectrometer under various environments and use conditions is improved. The use stability adjustment module can provide comprehensive use feedback according to various data, and provides targeted adjustment suggestions for a user, thereby helping the user to better use and maintain the spectrometer.
Drawings
FIG. 1 is a schematic diagram of a method for stabilizing a well-stabilized cosmetic spectrometer system of the present invention.
Detailed Description
The preferred embodiments of the present invention will be described below with reference to the accompanying drawings, it being understood that the preferred embodiments described herein are for illustration and explanation of the present invention only, and are not intended to limit the present invention.
According to one embodiment of the present invention, there is provided a well-stabilized cosmetic spectrometer system comprising:
the data processing module is used for performing use operation after preliminary processing on the spectrometer, acquiring spectrometer use data and environment data in the use process, and acquiring processing data after processing;
the light stability analysis module is used for calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters so as to obtain an adjustment result;
the use stability adjusting module is used for calculating comprehensive use stability values of a plurality of positions according to a plurality of data after adjustment is completed, judging the range of the comprehensive use stability values, and adjusting the use data according to the judging result until the comprehensive use stability values are in a qualified state.
The working principle of the technical scheme is as follows: before the spectrometer is used, preliminary processing is performed through a data processing module, including preliminary setting and preprocessing of data, so that accuracy and reliability of the data are ensured. During the use, the data processing module can acquire the use data and the environment data of the spectrometer in real time, including light intensity, wavelength, use angle and the like. These data are entered through built-in sensors or external input devices. The data processing module processes the acquired data, including data cleaning, fusion, feature extraction and the like. The processed data is stored or used for subsequent analysis and adjustment. And the light stability analysis module calculates a light stability value according to the processed data. The light stability value reflects the light stability of the spectrometer under specific conditions and is calculated by comparing the light intensity or wavelength data at different time points. And calculating the light stability fluctuation value according to the light stability value. The fluctuation value reflects the change trend of the light stability, and is calculated by analyzing the fluctuation condition of the light stability value. The light stability analysis module is used for comprehensively analyzing the light stability value and the fluctuation value, and judging the light stability state of the spectrometer by using an algorithm and a model. Based on the analysis result, the module may propose an adjustment suggestion for the optical parameter. After the adjustment of the light parameters is completed, the stable adjustment module is used for starting the work. A comprehensive use stability value for a plurality of locations is calculated based on the plurality of data. These data include usage data and environmental data for the spectrometer. The integrated use stability value reflects the stability of the spectrometer in use under a variety of conditions. By calculation and analysis of these values, the module can make a comprehensive assessment of the state of use of the spectrometer. Based on the range determination of the comprehensive use stability values, an adjustment suggestion for the use data is made. These suggestions may include adjusting the angle, distance, or other relevant parameters of the spectrometer to optimize its stability in use. The module can continuously monitor the use state of the spectrometer and adjust the use data in real time according to the judgment result until the comprehensive use stable value is in a qualified state. This adjustment process is dynamic and can be adaptively adjusted according to changes in the environment and use.
The technical effects of the technical scheme are as follows: through data processing and analysis, the data of the spectrometer can be acquired and used more accurately, and the influence of errors and interference is reduced. According to calculation and analysis of the light stability value, the light parameters of the spectrometer can be automatically or manually adjusted, so that the stability of the spectrometer under different conditions is ensured. The use state of the spectrometer can be optimized by comprehensively using the calculation and adjustment of the stable value, and the stability of the spectrometer under various environments and use conditions is improved. The use stability adjustment module can provide comprehensive use feedback according to various data, and provides targeted adjustment suggestions for a user, thereby helping the user to better use and maintain the spectrometer.
In one embodiment of the present invention, the data processing module includes:
the preliminary setting module is used for carrying out preliminary setting, gear adjustment, light source selection and light path cleaning operation on the spectrometer through preset parameters, and starting the spectrometer to carry out cosmetic operation after the preliminary treatment is finished;
the preprocessing module is used for acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
The working principle of the technical scheme is as follows: the preliminary setting module is used for carrying out preliminary setting, gear adjustment, light source selection and light path cleaning operation on the spectrometer through preset parameters, and after the preliminary treatment is finished, the spectrometer is started to carry out cosmetic operation; the preliminary settings include wavelength range, light intensity, pulse width, frequency, illumination mode, energy density, and cooling system; the preprocessing module is used for acquiring use data and environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, wherein the use data comprises a used light source, the wavelength of the used light source, pulse frequency, power, a power supply and the like, the environment data comprises environment temperature, environment humidity, air pressure, vibration, electromagnetic interference and the like, and the use data and the environment data are grouped in detail according to the data types to obtain processing data.
The technical effects of the technical scheme are as follows: the wavelength range, light intensity, pulse width, frequency, illumination mode, energy density and preset parameters of the cooling system may ensure that the spectrometer provides suitable light parameters in cosmetic operation. The setting of these parameters directly affects the performance and cosmetic effect of the spectrometer. The preprocessing module is capable of acquiring usage data and environmental data in real time, which reflect the state and environmental conditions of the spectrometer during operation. Noise and abnormal values can be removed through preprocessing, and data can be subjected to standardized processing, so that the accuracy and reliability of the data are improved. The preprocessing module groups the usage data and the environmental data so that detailed analysis and processing can be performed according to the data type. For example, the use of the light source may be analyzed alone, or the effect of ambient temperature on the spectrometer may be analyzed alone. This grouping helps to gain a greater understanding of the operating state of the spectrometer and can provide a more accurate data basis for subsequent adjustments and analysis. By real-time monitoring and analysis of the usage data and the environmental data, the preprocessing module can provide an important reference basis for subsequent light stability and usage stability analysis. Such real-time data processing and analysis can timely discover potential problems or errors and provide timely feedback and adjustment advice to the user. By combining the functions, the spectrometer for beauty treatment can provide a comprehensive and accurate monitoring and control mechanism for a user, and ensures the stability and reliability of the spectrometer in the beauty treatment operation. This mechanism not only improves cosmetic results, but also helps to extend the useful life of the spectrometer and reduce maintenance costs.
In one embodiment of the present invention, the light stability analysis module includes:
the stable fluctuation calculation module is used for calculating the light stability value of each time node through the processing data acquired in real time, and calculating and acquiring the light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
the optical parameter adjusting module is used for calculating the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the cut-off current time node to obtain a comprehensive optical stability value, comparing the comprehensive optical stability value with a preset comprehensive threshold value, and adjusting the optical parameter according to the comparison result to obtain an adjusting result.
The working principle of the technical scheme is as follows: the stable fluctuation calculation module is used for calculating the light stability value of each time node through the processing data acquired in real time, wherein the time nodes are time points of every three minutes in the using process of the spectrometer, and the light stability fluctuation value in the using process of the spectrometer is calculated and obtained through the light stability values of the plurality of time nodes; the light stability fluctuation value is an average value of differences of light stability values of a plurality of adjacent time nodes;
the calculation formula of the light stability value is as follows:
Wherein W is gc Is the light stable value of the current time node, B c Initial wavelength setting for spectrometer, W c Initial set temperature for spectrometer, B s B is the actual wavelength of the current time node y Is of a preset wavelength, B sy W is the actual wavelength of the last time node s For the actual temperature of the current time node, j is the number of time nodes for stopping the current time, B si For the actual wavelength of the ith time node, B i-1 W is the actual wavelength of the i-1 th time node si Is the actual temperature of the ith time node. When (|B) s -B y |+|B s -B sy |)*W s Or (|B) si -B y |+|B si -B i-1 |)*W si When 0, it is set to 1. When the wavelength is a plurality of data, an average value thereof is taken.
The optical parameter adjusting module is used for calculating the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the cut-off current time node to obtain a comprehensive optical stability value, comparing the comprehensive optical stability value with a preset comprehensive threshold value, and adjusting the optical parameter according to the comparison result to obtain an adjusting result. The comparison comprises the steps that when the comprehensive light stability value is larger than or equal to a preset comprehensive threshold value, the optical parameters are not adjusted, when the comprehensive stability value is smaller than the preset comprehensive threshold value, the optical parameters are adjusted, the adjustment comprises the steps of replacing a light source, adjusting the wavelength of the light source, cleaning a light path and the like, and when the comprehensive light stability value is larger than or equal to the preset comprehensive threshold value, the adjustment of the optical parameters is stopped. The result of the adjustment is the integrated light stability value after the adjustment.
The technical effects of the technical scheme are as follows: the light stability fluctuation calculation module can monitor and process data of the spectrometer in the use process in real time, and calculate a light stability value of a time node every three minutes. By the formulaThe current wavelength variation and the proportion of light stability influenced by temperature can be calculated by +.>The ratio of the total wavelength change to the light stability affected by temperature can be calculated, the ratio of the current wavelength change to the light stability affected by temperature in the total wavelength change to the light stability affected by temperature can be calculated through an integral calculation formula, and the change of the light stability can be better captured through monitoring in a short time interval, so that a more accurate fluctuation value is provided. In order to increase the adaptability of the formula, the wavelength in the formula can be replaced by other related optical parameters, and the optical stability fluctuation value of the spectrometer in the whole use process can be calculated and obtained through the optical stability values of a plurality of time nodes. This fluctuation reflects the change in light stability and helps to understand the performance and state of the spectrometer. The light stability fluctuation value is the average value of the difference values of the light stability values of adjacent time nodes, and the calculation mode can more accurately reflect the change trend of the light stability and provide more reliable analysis results. The optical parameter adjusting module calculates a comprehensive optical stability value according to the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the current time node. This comprehensive assessment approach takes into account both photostability and volatility, providing a more comprehensive stability analysis. The module can determine whether an adjustment of the optical parameters is required by comparing with a preset integrated threshold. When the comprehensive light stability value is greater than or equal to a preset threshold value, the light stability of the spectrometer is in a qualified state, and adjustment is not needed; and when the comprehensive light stability value is smaller than a preset threshold value, indicating that the adjustment of the light parameters is needed. The adjustment modes of the optical parameters comprise replacement of the light source, adjustment of the wavelength of the light source, cleaning of the optical path and the like. These adjustment measures can be selected or combined according to actual needs, aiming at improving the light stability of the spectrometer. When the integrated light stability value is greater than or equal to the preset threshold value Indicating that the adjustment is completed and the light stability of the spectrometer reaches a qualified state. At this time, the adjustment of the optical parameters is stopped, and the adjustment result at this time is recorded. The result of the adjustment is an integrated light stability value after adjustment that reflects the light stability state of the spectrometer after adjustment. This result may provide an important reference basis for subsequent use and performance evaluation. In summary, through real-time monitoring and processing of the usage data and the environmental data of the spectrometer, the comprehensive analysis and adjustment of the light stability of the spectrometer are realized by combining the light stability fluctuation calculation and the light parameter adjustment module. The mechanism improves the light stability and reliability of the spectrometer and optimizes the effect of the cosmetic operation.
In one embodiment of the present invention, the usage stability adjustment module includes:
the stable calculation module is used for respectively acquiring an average value of the light stable values, an adjustment result and processing data of different angles of different positions after the light parameter adjustment is completed to calculate the use stable values of different angles of each position;
the use data adjusting module is used for adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
The working principle of the technical scheme is as follows: the use stability calculation module is used for respectively acquiring an average value of the light stability values, an adjustment result and processing data of different angles of different positions after the light parameter adjustment is completed to calculate use stability values of different angles of each position; i.e. a stable value is calculated for a particular angle at a particular location based on usage data of the overall light stable average. The average value of the light stability values is the average value of the light stability values of a plurality of time nodes of the history of the time nodes using the stability values by the cut-off calculation.
The calculation formula of the using stable values of the angles of each position is as follows:
wherein the W is sz For the stability of the use of the currently calculated position angle, G c Initially setting the light intensity, Z, for the spectrometer c Preset vibration intensity for spectrometer, G s G is the actual illumination intensity of the angle illumination of the current position y G is the preset illumination intensity sy Z is the actual illumination intensity of the position angle closest to the current position s E is the number of the position angles and G is the actual vibration intensity of the current position angle sa G is the actual illumination intensity of the angle of the a-th position a-1 Z is the actual illumination intensity of the position angle closest to the current position sa The actual vibration intensity for the a-th position angle. When (|G) s -G y |+|G s -G sy |)*Z s Or (|G) sa -G y |+|G sa -G a-1 |)*Z sa When 0, it is set to 1. The usage data adjusting module is used for adjusting the usage data of the spectrometer through the usage stable values of different angles of each position, so that the comprehensive usage stable values of each position are in a preset range. The calculated using stable values of different angles are obtained through the parameters of different angles. The parameters of the different angles are different.
The technical effects of the technical scheme are as follows: the stable calculation module is used for starting working after the light parameter adjustment is completed, and the stable calculation module is used for respectively acquiring the average value of the light stable value, the adjustment result and the processing data of different positions and different angles. These data provide the basis for subsequent calculation of the use stability values. Through the above calculation formula, stable values are used for calculation of each position and angle. By the formulaThe average value of the overall light stability was calculated by the formula Calculate the illumination intensityThe ratio of the change and the usage stability of the vibration intensity is the ratio of the total illumination intensity change and the usage stability of the vibration intensity, and the calculation is based on the overall light stability average value and takes the influence of the usage data on the stability into consideration. The average value of the light stability values is an average value of light stability values of a plurality of time nodes of the history of time nodes using the stability values by the cutoff calculation. This approach takes into account historical data and can better reflect the long-term stability trend of the spectrometer. The calculation formula of the stable value of each position angle is set according to the actual requirement and the system characteristic, and can be the synthesis of one or more mathematical models. The specific formula will depend on the nature of the system and the problem to be solved. The usage data adjusting module adjusts the usage data of the spectrometer according to the usage stable values of different angles of each position. This adjustment aims at optimizing the comprehensive use stability values of the various positions so that they are within a preset reasonable range. By means of the adjustment, the use stability of the spectrometer at different positions and angles is optimized, and the performance and reliability of the spectrometer under various environments and operating conditions are improved. In combination with the above functions, the present spectrometer provides a comprehensive, automated method for optimizing and controlling the stability of use of the spectrometer. This not only improves consistency and reliability of the cosmetic effect, but also helps to extend the life and maintenance costs of the spectrometer.
In one embodiment of the present invention, the usage data adjustment module includes:
the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position, calculating the average value of the use stability values, and obtaining the comprehensive use stability value of each position;
the adjusting module is used for judging whether the comprehensive use stable value of each position is in a preset range or not, and adjusting the use data of the corresponding position according to the judging result until the comprehensive use stable value is in the preset range.
The working principle of the technical scheme is as follows: the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position, calculating the average value of the use stability values, and obtaining the comprehensive use stability value of each position; the comprehensive use stability value of each position is an average value of the use stability values of a plurality of angles of each position. The location includes facial features locations and the angle includes the angle of the location of a particular feature relative to other features. The adjusting module is used for judging whether the comprehensive use stable value of each position is in a preset range or not, and adjusting the use data of the corresponding position according to the judging result until the comprehensive use stable value is in the preset range. When the comprehensive use stable value of each position is not in the preset range, the use data are not adjusted, and when the comprehensive use stable value of a certain position is not in the preset range, the use data corresponding to the position are adjusted until the comprehensive use stable value of the position is in the preset range.
The technical effects of the technical scheme are as follows: the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position and calculating the average value of the use stability values, so that the comprehensive use stability values of each position are obtained. This way of calculation allows for multiple angles of usage data, enabling a more comprehensive assessment of the stability of each location. The integrated usage stability value for each location is an average of usage stability values for a plurality of angles for that location. The average value calculation mode can reduce the fluctuation of single angle data and provide more accurate and stable evaluation results. The mentioned positions include facial locations, which are of importance for cosmetic operations. By taking into account the stability of these positions, the cosmetic effect and user experience can be better optimized. The adjusting module judges whether the comprehensive use stable value of each position is in a preset range or not. If the comprehensive use stable value of a certain position is not in the preset range, the use data of the corresponding position is adjusted until the comprehensive use stable value reaches the preset range. When the comprehensive use stable values of all the positions are within the preset range, the adjustment module can not adjust the use data, which indicates that the stability of the spectrometer in the use process is in an ideal state. If the comprehensive use stable value of a certain position is not in the preset range, the adjusting module can adjust the use data corresponding to the position. Such adjustments may be adjustments to parameters of light source, wavelength, power, etc., in order to optimize the stability of the location. Through the adjustment mechanism, the system can automatically or manually adjust the use data of the spectrometer to ensure the stability of the spectrometer at various positions and angles. This adjustment optimizes the effectiveness and quality of the cosmetic operation, improving user experience and satisfaction. In combination with the above functions, the present spectrometer provides a comprehensive, automated method for optimizing and controlling the stability of the spectrometer during use. This not only improves consistency and reliability of the cosmetic effect, but also helps to extend the life and maintenance costs of the spectrometer.
An embodiment of the present invention provides a stabilization method for realizing the above-described spectrometer system for beauty treatment, the stabilization method including:
s1, performing primary treatment on a spectrometer, performing use operation, acquiring spectrometer use data and environment data in the use process, and processing to obtain treatment data;
s2, calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters to obtain an adjustment result;
s3, after adjustment is completed, calculating comprehensive use stable values of the plurality of positions according to the plurality of data, judging the range of the comprehensive use stable values, and adjusting the use data according to the judging result until the comprehensive use stable values are in a qualified state.
The working principle of the technical scheme is as follows: before the spectrometer is used, preliminary processing is performed through a data processing module, including preliminary setting and preprocessing of data, so that accuracy and reliability of the data are ensured. During the use, the data processing module can acquire the use data and the environment data of the spectrometer in real time, including light intensity, wavelength, use angle and the like. These data are entered through built-in sensors or external input devices. The data processing module processes the acquired data, including data cleaning, fusion, feature extraction and the like. The processed data is stored or used for subsequent analysis and adjustment. And the light stability analysis module calculates a light stability value according to the processed data. The light stability value reflects the light stability of the spectrometer under specific conditions and is calculated by comparing the light intensity or wavelength data at different time points. And calculating the light stability fluctuation value according to the light stability value. The fluctuation value reflects the change trend of the light stability, and is calculated by analyzing the fluctuation condition of the light stability value. The light stability analysis module is used for comprehensively analyzing the light stability value and the fluctuation value, and judging the light stability state of the spectrometer by using an algorithm and a model. Based on the analysis result, the module may propose an adjustment suggestion for the optical parameter. After the adjustment of the light parameters is completed, the stable adjustment module is used for starting the work. A comprehensive use stability value for a plurality of locations is calculated based on the plurality of data. These data include usage data and environmental data for the spectrometer. The integrated use stability value reflects the stability of the spectrometer in use under a variety of conditions. By calculation and analysis of these values, the module can make a comprehensive assessment of the state of use of the spectrometer. Based on the range determination of the comprehensive use stability values, an adjustment suggestion for the use data is made. These suggestions may include adjusting the angle, distance, or other relevant parameters of the spectrometer to optimize its stability in use. The module can continuously monitor the use state of the spectrometer and adjust the use data in real time according to the judgment result until the comprehensive use stable value is in a qualified state. This adjustment process is dynamic and can be adaptively adjusted according to changes in the environment and use.
The technical effects of the technical scheme are as follows: through data processing and analysis, the data of the spectrometer can be acquired and used more accurately, and the influence of errors and interference is reduced. According to calculation and analysis of the light stability value, the light parameters of the spectrometer can be automatically or manually adjusted, so that the stability of the spectrometer under different conditions is ensured. The use state of the spectrometer can be optimized by comprehensively using the calculation and adjustment of the stable value, and the stability of the spectrometer under various environments and use conditions is improved. The use stability adjustment module can provide comprehensive use feedback according to various data, and provides targeted adjustment suggestions for a user, thereby helping the user to better use and maintain the spectrometer.
In one embodiment of the present invention, the S1 includes:
s101, performing preliminary setting, gear adjustment, light source selection and light path cleaning operation on a spectrometer through preset parameters, and starting the spectrometer to perform cosmetic operation after the preliminary treatment is completed;
s102, acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
The working principle of the technical scheme is as follows: preliminary setting, gear adjustment, light source selection and light path cleaning operation are carried out on the spectrometer through preset parameters, and after the preliminary treatment is finished, the spectrometer is started to carry out cosmetic operation; the preliminary settings include wavelength range, light intensity, pulse width, frequency, illumination mode, energy density, and cooling system; in the operation process, use data and environment data in various operation processes are obtained in real time, the use data and the environment data are preprocessed, the use data comprise used light sources, wavelengths of the used light sources, pulse frequencies, power supplies and the like, the environment data comprise environment temperature, environment humidity, air pressure, vibration, electromagnetic interference and the like, and the use data and the environment data are grouped in detail according to data types to obtain processed data.
The technical effects of the technical scheme are as follows: the wavelength range, light intensity, pulse width, frequency, illumination mode, energy density and preset parameters of the cooling system may ensure that the spectrometer provides suitable light parameters in cosmetic operation. The setting of these parameters directly affects the performance and cosmetic effect of the spectrometer. The preprocessing module is capable of acquiring usage data and environmental data in real time, which reflect the state and environmental conditions of the spectrometer during operation. Noise and abnormal values can be removed through preprocessing, and data can be subjected to standardized processing, so that the accuracy and reliability of the data are improved. The preprocessing module groups the usage data and the environmental data so that detailed analysis and processing can be performed according to the data type. For example, the use of the light source may be analyzed alone, or the effect of ambient temperature on the spectrometer may be analyzed alone. This grouping helps to gain a greater understanding of the operating state of the spectrometer and can provide a more accurate data basis for subsequent adjustments and analysis. By real-time monitoring and analysis of the usage data and the environmental data, the preprocessing module can provide an important reference basis for subsequent light stability and usage stability analysis. Such real-time data processing and analysis can timely discover potential problems or errors and provide timely feedback and adjustment advice to the user. By combining the functions, the spectrometer for beauty treatment can provide a comprehensive and accurate monitoring and control mechanism for a user, and ensures the stability and reliability of the spectrometer in the beauty treatment operation. This mechanism not only improves cosmetic results, but also helps to extend the useful life of the spectrometer and reduce maintenance costs.
In one embodiment of the present invention, the S2 includes:
s201, calculating a light stability value of each time node through the processing data acquired in real time, and calculating and acquiring a light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
s202, calculating the difference value between the light stability value of the current time node and the light stability fluctuation value of the current time node to obtain a comprehensive light stability value, comparing the comprehensive light stability value with a preset comprehensive threshold value, and adjusting the light parameter according to the comparison result to obtain an adjustment result.
The working principle of the technical scheme is as follows: calculating the light stability value of each time node through the processing data acquired in real time, wherein the time node is a time point of every three minutes in the use process of the spectrometer, and calculating and acquiring the light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes; the light stability fluctuation value is an average value of differences of light stability values of a plurality of adjacent time nodes;
the calculation formula of the light stability value is as follows:
wherein W is gc Is the light stable value of the current time node, B c Initial wavelength setting for spectrometer, W c Initial set temperature for spectrometer, B s B is the actual wavelength of the current time node y Is of a preset wavelength, B sy W is the actual wavelength of the last time node s For the actual temperature of the current time node, j is the number of time nodes and B si For the actual wavelength of the ith time node, B i-1 W is the actual wavelength of the i-1 th time node si Is the actual temperature of the ith time node. When (|B) s -B y |+|B s -B sy |)*W s Or (|B) si -B y |+|B si -B i-1 |)*W si When 0, it is set to 1.
Calculating the difference between the light stability value of the current time node and the light stability fluctuation value of the cut-off current time node to obtain a comprehensive light stability value, comparing the comprehensive light stability value with a preset comprehensive threshold value, and adjusting the light parameter according to the comparison result to obtain an adjustment result. The comparison comprises the steps that when the comprehensive light stability value is larger than or equal to a preset comprehensive threshold value, the optical parameters are not adjusted, when the comprehensive stability value is smaller than the preset comprehensive threshold value, the optical parameters are adjusted, the adjustment comprises the steps of replacing a light source, adjusting the wavelength of the light source, cleaning a light path and the like, and when the comprehensive light stability value is larger than or equal to the preset comprehensive threshold value, the adjustment of the optical parameters is stopped. The result of the adjustment is the integrated light stability value after the adjustment.
The technical effects of the technical scheme are as follows: the light stability fluctuation calculation module can monitor and process data of the spectrometer in the use process in real time, and calculates a light stability value of a time node every three minutes. Such short time interval monitoring can better capture changes in light stability, providing more accurate fluctuation values. Through the light stability values of a plurality of time nodes, the light stability fluctuation value of the spectrometer in the whole using process can be calculated and obtained. This fluctuation reflects the change in light stability and helps to understand the performance and state of the spectrometer. The light stability fluctuation value is the average value of the difference values of the light stability values of adjacent time nodes, and the calculation mode can more accurately reflect the change trend of the light stability and provide more reliable analysis results. The optical parameter adjusting module calculates a comprehensive optical stability value according to the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the current time node. This comprehensive assessment approach takes into account both photostability and volatility, providing a more comprehensive stability analysis. The module can determine whether an adjustment of the optical parameters is required by comparing with a preset integrated threshold. When the comprehensive light stability value is greater than or equal to a preset threshold value, the light stability of the spectrometer is in a qualified state, and adjustment is not needed; and when the comprehensive light stability value is smaller than a preset threshold value, indicating that the adjustment of the light parameters is needed. The adjustment modes of the optical parameters comprise replacement of the light source, adjustment of the wavelength of the light source, cleaning of the optical path and the like. These adjustment measures can be selected or combined according to actual needs, aiming at improving the light stability of the spectrometer. And when the comprehensive light stability value is greater than or equal to a preset threshold value, the adjustment is completed, and the light stability of the spectrometer reaches a qualified state. At this time, the adjustment of the optical parameters is stopped, and the adjustment result at this time is recorded. The result of the adjustment is an integrated light stability value after adjustment that reflects the light stability state of the spectrometer after adjustment. This result may provide an important reference basis for subsequent use and performance evaluation. In summary, through real-time monitoring and processing of the usage data and the environmental data of the spectrometer, the comprehensive analysis and adjustment of the light stability of the spectrometer are realized by combining the light stability fluctuation calculation and the light parameter adjustment module. The mechanism improves the light stability and reliability of the spectrometer and optimizes the effect of the cosmetic operation.
In one embodiment of the present invention, the S3 includes:
s301, after light parameter adjustment is completed, respectively acquiring an average value of light stability values, an adjustment result and processing data of different angles of different positions to calculate using stability values of different angles of each position;
s302, adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
The working principle of the technical scheme is as follows: after the light parameter is regulated, respectively acquiring an average value of the light stability values, a regulating result and processing data of different angles of different positions to calculate using stability values of different angles of each position; i.e. a stable value is calculated for a particular angle at a particular location based on usage data of the overall light stable average. The average value of the light stability values is the average value of the light stability values of a plurality of time nodes of the history of the time nodes using the stability values by the cut-off calculation.
The calculation formula of the using stable values of the angles of each position is as follows:
wherein the W is sz For the stability of the use of the currently calculated position angle, G c Initially setting the light intensity, Z, for the spectrometer c Preset vibration intensity for spectrometer, G s G is the actual illumination intensity of the angle illumination of the current position y G is the preset illumination intensity sy Z is the actual illumination intensity of the position angle closest to the current position s E is the number of the position angles and G is the actual vibration intensity of the current position angle sa G is the actual illumination intensity of the angle of the a-th position a-1 Z is the actual illumination intensity of the position angle closest to the current position sa The actual vibration intensity for the a-th position angle. When (|G) s -G y |+|G s -G sy |)*Z s Or (|G) sa -G y |+|G sa -G a-1 |)*Z sa When 0, it is set to 1. The usage data adjusting module is used for adjusting the usage data of the spectrometer through the usage stable values of different angles of each position, so that the comprehensive usage stable values of each position are in a preset range.
The technical effects of the technical scheme are as follows: the stable calculation module is used for starting working after the light parameter adjustment is completed, and the stable calculation module is used for respectively acquiring the average value of the light stable value, the adjustment result and the processing data of different positions and different angles. These data provide the basis for subsequent calculation of the use stability values. Through the above calculation formula, stable values are used for calculation of each position and angle. This calculation is based on an overall light stable average and takes into account the effect of the usage data on stability. The average value of the light stability values is an average value of light stability values of a plurality of time nodes of the history of time nodes using the stability values by the cutoff calculation. This approach takes into account historical data and can better reflect the long-term stability trend of the spectrometer. The calculation formula of the stable value of each position angle is set according to the actual requirement and the system characteristic, and can be the synthesis of one or more mathematical models. The specific formula will depend on the nature of the system and the problem to be solved. The usage data adjusting module adjusts the usage data of the spectrometer according to the usage stable values of different angles of each position. This adjustment aims at optimizing the comprehensive use stability values of the various positions so that they are within a preset reasonable range. By means of the adjustment, the use stability of the spectrometer at different positions and angles is optimized, and the performance and reliability of the spectrometer under various environments and operating conditions are improved. In combination with the above functions, the present spectrometer provides a comprehensive, automated method for optimizing and controlling the stability of use of the spectrometer. This not only improves consistency and reliability of the cosmetic effect, but also helps to extend the life and maintenance costs of the spectrometer.
In one embodiment of the present invention, the step S302 includes:
s401, obtaining use stable values of different angles of each position, and calculating an average value of the use stable values to obtain comprehensive use stable values of each position;
s402, judging whether the comprehensive use stable value of each position is within a preset range, and adjusting the use data of the corresponding position according to a judging result until the comprehensive use stable value is within the preset range.
The working principle of the technical scheme is as follows: obtaining the use stable values of different angles of each position, calculating the average value of the use stable values, and obtaining the comprehensive use stable value of each position; the comprehensive use stability value of each position is an average value of the use stability values of a plurality of angles of each position. The location includes facial features locations and the angle includes the angle of the location of a particular feature relative to other features. Judging whether the comprehensive use stable value of each position is within a preset range, and adjusting the use data of the corresponding position according to the judging result until the comprehensive use stable value is within the preset range. When the comprehensive use stable value of each position is not in the preset range, the use data are not adjusted, and when the comprehensive use stable value of a certain position is not in the preset range, the use data corresponding to the position are adjusted until the comprehensive use stable value of the position is in the preset range.
The technical effects of the technical scheme are as follows: the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position and calculating the average value of the use stability values, so that the comprehensive use stability values of each position are obtained. This way of calculation allows for multiple angles of usage data, enabling a more comprehensive assessment of the stability of each location. The integrated usage stability value for each location is an average of usage stability values for a plurality of angles for that location. The average value calculation mode can reduce the fluctuation of single angle data and provide more accurate and stable evaluation results. The mentioned positions include facial locations, which are of importance for cosmetic operations. By taking into account the stability of these positions, the cosmetic effect and user experience can be better optimized. The adjusting module judges whether the comprehensive use stable value of each position is in a preset range or not. If the comprehensive use stable value of a certain position is not in the preset range, the use data of the corresponding position is adjusted until the comprehensive use stable value reaches the preset range. When the comprehensive use stable values of all the positions are within the preset range, the adjustment module can not adjust the use data, which indicates that the stability of the spectrometer in the use process is in an ideal state. If the comprehensive use stable value of a certain position is not in the preset range, the adjusting module can adjust the use data corresponding to the position. Such adjustments may be adjustments to parameters of light source, wavelength, power, etc., in order to optimize the stability of the location. Through the adjustment mechanism, the system can automatically or manually adjust the use data of the spectrometer to ensure the stability of the spectrometer at various positions and angles. This adjustment optimizes the effectiveness and quality of the cosmetic operation, improving user experience and satisfaction. In combination with the above functions, the present spectrometer provides a comprehensive, automated method for optimizing and controlling the stability of the spectrometer during use. This not only improves consistency and reliability of the cosmetic effect, but also helps to extend the life and maintenance costs of the spectrometer.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (10)
1. A stable cosmetic spectrometer system, the cosmetic spectrometer system comprising:
the data processing module is used for performing use operation after preliminary processing on the spectrometer, acquiring spectrometer use data and environment data in the use process, and acquiring processing data after processing;
the light stability analysis module is used for calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters so as to obtain an adjustment result;
the use stability adjusting module is used for calculating comprehensive use stability values of a plurality of positions according to a plurality of data after adjustment is completed, judging the range of the comprehensive use stability values, and adjusting the use data according to the judging result until the comprehensive use stability values are in a qualified state.
2. The cosmetic spectrometer system according to claim 1, wherein the data processing module comprises:
the preliminary setting module is used for carrying out preliminary setting, gear adjustment, light source selection and light path cleaning operation on the spectrometer through preset parameters, and starting the spectrometer to carry out cosmetic operation after the preliminary treatment is finished;
the preprocessing module is used for acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
3. The cosmetic spectrometer system according to claim 1, wherein the light stability analysis module comprises:
the stable fluctuation calculation module is used for calculating the light stability value of each time node through the processing data acquired in real time, and calculating and acquiring the light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
the optical parameter adjusting module is used for calculating the difference value between the optical stability value of the current time node and the optical stability fluctuation value of the cut-off current time node to obtain a comprehensive optical stability value, comparing the comprehensive optical stability value with a preset comprehensive threshold value, and adjusting the optical parameter according to the comparison result to obtain an adjusting result.
4. The cosmetic spectrometer system according to claim 1, wherein the use stability adjustment module comprises:
the stable calculation module is used for respectively acquiring an average value of the light stable values, an adjustment result and processing data of different angles of different positions after the light parameter adjustment is completed to calculate the use stable values of different angles of each position;
the use data adjusting module is used for adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
5. The cosmetic spectrometer system according to claim 4, wherein the usage data adjustment module comprises:
the comprehensive stability calculation module is used for obtaining the use stability values of different angles of each position, calculating the average value of the use stability values, and obtaining the comprehensive use stability value of each position;
the adjusting module is used for judging whether the comprehensive use stable value of each position is in a preset range or not, and adjusting the use data of the corresponding position according to the judging result until the comprehensive use stable value is in the preset range.
6. A stabilization method for implementing the cosmetic spectrometer system of claim 1, characterized in that it comprises:
S1, performing primary treatment on a spectrometer, performing use operation, acquiring spectrometer use data and environment data in the use process, and processing to obtain treatment data;
s2, calculating a light stability value according to the processing data, calculating a light stability fluctuation value according to the light stability value, and comprehensively analyzing the light stability value and the light stability fluctuation value to further adjust the light parameters to obtain an adjustment result;
s3, after adjustment is completed, calculating comprehensive use stable values of the plurality of positions according to the plurality of data, judging the range of the comprehensive use stable values, and adjusting the use data according to the judging result until the comprehensive use stable values are in a qualified state.
7. The method of stabilizing a cosmetic spectrometer system according to claim 6, wherein said S1 comprises:
s101, performing preliminary setting, gear adjustment, light source selection and light path cleaning operation on a spectrometer through preset parameters, and starting the spectrometer to perform cosmetic operation after the preliminary treatment is completed;
s102, acquiring the use data and the environment data in various operation processes in real time in the operation process, preprocessing the use data and the environment data, and grouping the use data and the environment data in detail according to the data types to obtain processing data.
8. The method of stabilizing a cosmetic spectrometer system according to claim 6, wherein said S2 comprises:
s201, calculating a light stability value of each time node through the processing data acquired in real time, and calculating and acquiring a light stability fluctuation value of the spectrometer in the use process through the light stability values of a plurality of time nodes;
s202, calculating the difference value between the light stability value of the current time node and the light stability fluctuation value of the current time node to obtain a comprehensive light stability value, comparing the comprehensive light stability value with a preset comprehensive threshold value, and adjusting the light parameter according to the comparison result to obtain an adjustment result.
9. The method of stabilizing a cosmetic spectrometer system according to claim 6, wherein said S3 comprises:
s301, after light parameter adjustment is completed, respectively acquiring an average value of light stability values, an adjustment result and processing data of different angles of different positions to calculate using stability values of different angles of each position;
s302, adjusting the use data of the spectrometer through the use stable values of different angles of each position, so that the comprehensive use stable values of each position are in a preset range.
10. The method of stabilizing a cosmetic spectrometer system according to claim 9, wherein said S302 comprises:
s401, obtaining use stable values of different angles of each position, and calculating an average value of the use stable values to obtain comprehensive use stable values of each position;
s402, judging whether the comprehensive use stable value of each position is within a preset range, and adjusting the use data of the corresponding position according to a judging result until the comprehensive use stable value is within the preset range.
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