Shoes that response temperature measurement was warned and was reminded in vibration
阅读说明：本技术 一种感应测温警示及振动提醒的鞋子 (Shoes that response temperature measurement was warned and was reminded in vibration ) 是由 吴惠冲 罗泽满 陈敏 于 2020-07-23 设计创作，主要内容包括：本发明公开了一种感应测温警示及振动提醒的鞋子,包括鞋子主体,所述鞋子主体由鞋面和鞋底组合而成,所述鞋底自上而下由温度检测层、振动检测层、发电层、减震层以及防滑底层固定连为一体构成,所述温度检测层内设有温度检测模块,该种运动鞋,设计合理,构思巧妙,只需通过纳米摩擦发电机将走路时产生的机械能转换为电能就可以为蓄电装置充电,从而由蓄电装置将纳米摩擦发电机产生的电能收集并存储起来,从而为内部的温度和振动检测电路提供电能,采用多层设计,具有防滑抗震效果,同时对鞋子自身的振动情况进行实时监测,对鞋子内部的温度也进行实时监测,并与手机进行连接,从而得到更好的数据分析和监测效果。(The invention discloses a shoe with induction temperature measurement warning and vibration reminding, which comprises a shoe main body, wherein the shoe main body is formed by combining a vamp and a sole, the sole is fixedly connected into a whole by a temperature detection layer, a vibration detection layer, a power generation layer, a damping layer and an anti-skid bottom layer from top to bottom, and a temperature detection module is arranged in the temperature detection layer. And the mobile phone is connected with the mobile phone, so that better data analysis and monitoring effects are obtained.)
1. The utility model provides a shoes that response temperature measurement is warned and vibration is reminded, includes the shoes main part, the shoes main part is formed by vamp and sole combination, its characterized in that: the sole is composed of a temperature detection layer, a vibration detection layer, a power generation layer, a damping layer and an anti-skid bottom layer which are fixedly connected into a whole from top to bottom, a temperature detection module is arranged in the temperature detection layer, a vibration detection module is arranged in the vibration detection layer, the nano friction generators are respectively arranged in the power generation layer at the front sole position and the rear heel position, the nanometer friction generator is electrically connected with an electric power storage device arranged at the position of the arch of the foot, the electric power storage device is provided with a power supply management chip, the power management chip is respectively connected with and supplies power to the temperature detection module, the vibration detection module, the signal processor and an HC-08 Bluetooth, the signal processor is an 8051 singlechip, the signal processor is respectively connected with the temperature detection module, the vibration detection module and the HC-08 Bluetooth in a data mode, and the HC-08 Bluetooth is in wireless connection with the mobile phone Bluetooth.
2. The shoe with the induction temperature measurement warning function and the vibration warning function according to claim 1, wherein the shoe comprises: the temperature detection module comprises a temperature sensor for detecting temperature information and an A/D conversion circuit with an ADC0808 chip, wherein the temperature sensor is composed of an LM35 temperature sensor and an operational amplifier circuit, converts analog quantity into digital quantity through the A/D conversion circuit and then is connected with a signal processor, and the temperature sensor is arranged on a temperature detection layer and is located in the position of the foot center.
3. The shoe with the induction temperature measurement warning function and the vibration reminding function according to claim 2, wherein the induction temperature measurement warning function comprises: the vibration detection module comprises a vibration sensor, the vibration sensor is an SW18015P vibration sensor, and the vibration sensor is arranged at the position of the front sole of the vibration detection layer.
4. The shoe with the induction temperature measurement warning function and the vibration warning function according to claim 1, wherein the shoe comprises: the damping layer is made of high-elasticity rubber materials, and an air bag is arranged in the damping layer; the anti-skidding bottom layer is made of wear-resistant materials, and the bottom of the anti-skidding bottom layer is provided with anti-skidding teeth which are uniformly distributed.
5. The shoe with the induction temperature measurement warning and the vibration warning as claimed in any one of claims 1 to 4, wherein: the sole still is equipped with a correction and reminds the system, and this correction reminds the system and is used for rectifying the walking gesture of wearing person, the correction reminds the system and includes:
the fusion module is used for packaging the vibration data of the vibration detection module and the temperature data of the temperature detection module according to a preset format and inputting the packaged vibration data and the temperature data into a predetermined fusion model for data operation so as to output a fusion result;
the judgment module is used for determining the standard grade of the walking or running posture of the wearer according to the fusion result;
the output module is used for outputting a corresponding reminding signal according to the standard grade;
the reminding module is used for reminding according to the reminding signal;
the temperature detection module and the vibration detection module are both connected with the fusion module, and the fusion module, the judgment module, the output module and the reminding module are sequentially connected.
6. The footwear with a cushioning support system of claim 5, wherein the predetermined fusion model is trained in accordance with a training module comprising:
a sample set for aggregating a data packet, each data packet comprising at least vibration data and temperature data arranged in a fixed format, a standard level of a walking or running posture of a wearer;
the segmentation module is used for segmenting the data packet in the sample set into a training set with a first set proportion and a verification set with a second set proportion;
the convolutional neural network module is used for training a convolutional neural network by utilizing a training set to obtain a fusion model;
and the verification module is used for verifying the accuracy of the trained fusion model by using the verification set, if the accuracy is greater than or equal to the set accuracy, the training is finished, and if the accuracy is less than the set accuracy, the number of the data packets in the sample set is increased and the training is repeated.
7. The shoe with the cushioning support system of claim 6, further comprising a classification module, wherein each data packet in the sample set is assigned at least one label, and when the verification module verifies that the accuracy of the trained fusion model is greater than the set accuracy, the classification module classifies the labels of the data packets in the sample set according to a standard grade of the walking or running posture of the wearer and determines a priority level according to the standard grade.
8. The shoe with a cushioning support system of claim 5, wherein the data operations in the fusion model are performed by a data operations module, the data operations module comprising at least:
the first judgment module is used for determining the walking state and the standard grade of the wearer according to the vibration data in the vibration detection module and outputting a first judgment result;
and the second judgment module is used for determining a reminding mode according to the standard grade output by the first judgment module and the temperature data of the temperature detection module and outputting a second judgment result.
Technical Field
The invention relates to the technical field of textile fabrics, in particular to a pair of shoes with induction temperature measurement warning and vibration reminding functions.
Background
The sports shoes are designed and manufactured according to the characteristics of people participating in sports or traveling. [1] The sole of the sports shoe is different from the sole of the common leather shoe and rubber shoe, is soft and elastic generally, and can play a certain role in buffering. Can enhance elasticity during sports, and can prevent ankle injury in some cases. Therefore, when sports are carried out, sports shoes are mostly worn, and particularly, high-intensity physical exercises such as: basketball, running, etc.
The traditional sports shoes can not realize the full utilization of energy, and can not realize the real-time monitoring of the internal vibration condition and the temperature condition of the sports shoes.
Disclosure of Invention
The invention aims to provide a pair of shoes with induction temperature measurement warning and vibration reminding, which aims to solve the problems in the background technology.
The purpose of the invention is realized by the following technical scheme: the utility model provides a shoes that response temperature measurement is warned and vibration is reminded, includes shoes main part, shoes main part is formed by vamp and sole combination, sole top-down is fixed even as an organic whole by temperature detection layer, vibration detection layer, electricity generation layer, buffer layer and anti-skidding bottom and is constituted, be equipped with temperature detection module in the temperature detection layer, be equipped with vibration detection module in the vibration detection layer, electricity generation layer is located preceding sole position and back heel position and embeds respectively has nanometer friction generator, nanometer friction generator is connected with the power storage device electricity that arch of foot position was equipped with, power storage device is equipped with power management chip, power management chip respectively with temperature detection module, vibration detection module, signal processor and an HC-08 bluetooth connection and for its power supply, signal processor is the 8051 singlechip, this signal processor respectively with temperature detection module, this signal processor, The system comprises a vibration detection module and HC-08 Bluetooth data connection, wherein the HC-08 Bluetooth is in wireless connection with mobile phone Bluetooth.
Furthermore, the temperature detection module comprises a temperature sensor for detecting temperature information and an A/D conversion circuit with an ADC0808 chip, wherein the temperature sensor is composed of an LM35 temperature sensor and an operational amplifier circuit, converts analog quantity into digital quantity through the A/D conversion circuit and then is connected with the signal processor, and the temperature sensor is arranged on the temperature detection layer and is positioned in the position of the arch of the foot.
Further, the vibration detection module comprises a vibration sensor, the vibration sensor is an SW18015P vibration sensor, and the vibration sensor is arranged at a position where the vibration detection layer is located on the front sole.
Furthermore, the damping layer is made of high-elasticity rubber materials, and an air bag is arranged in the damping layer; the anti-skidding bottom layer is made of wear-resistant materials, and the bottom of the anti-skidding bottom layer is provided with anti-skidding teeth which are uniformly distributed.
Further, the sole still is equipped with a correction and reminds the system, and should rectify and remind the system and be used for rectifying the walking gesture of wearing person, rectify and remind the system and include:
the fusion module is used for packaging the vibration data of the vibration detection module and the temperature data of the temperature detection module according to a preset format and inputting the packaged vibration data and the temperature data into a predetermined fusion model for data operation so as to output a fusion result;
the judgment module is used for determining the standard grade of the walking or running posture of the wearer according to the fusion result;
the output module is used for outputting a corresponding reminding signal according to the standard grade;
the reminding module is used for reminding according to the reminding signal;
the temperature detection module and the vibration detection module are both connected with the fusion module, and the fusion module, the judgment module, the output module and the reminding module are sequentially connected.
Further, the predetermined fusion model is trained according to a training module, and the training module includes:
a sample set for aggregating a data packet, each data packet comprising at least vibration data and temperature data arranged in a fixed format, a standard level of a walking or running posture of a wearer;
the segmentation module is used for segmenting the data packet in the sample set into a training set with a first set proportion and a verification set with a second set proportion;
the convolutional neural network module is used for training a convolutional neural network by utilizing a training set to obtain a fusion model;
and the verification module is used for verifying the accuracy of the trained fusion model by using the verification set, if the accuracy is greater than or equal to the set accuracy, the training is finished, and if the accuracy is less than the set accuracy, the number of the data packets in the sample set is increased and the training is repeated.
And when the verification module verifies that the accuracy of the trained fusion model is greater than the set accuracy, the classification module classifies the labels of the data packets in the sample set according to the standard grade of the walking or running posture of the wearer and determines the priority level according to the standard grade.
Further, the data operation in the fusion model is performed by a data operation module, and the data operation module at least includes:
the first judgment module is used for determining the walking state and the standard grade of the wearer according to the vibration data in the vibration detection module and outputting a first judgment result;
and the second judgment module is used for determining a reminding mode according to the standard grade output by the first judgment module and the temperature data of the temperature detection module and outputting a second judgment result.
Compared with the prior art, the invention has the beneficial effects that: the shoe with the functions of sensing temperature measurement warning and vibration reminding is reasonable in design and ingenious in conception, only mechanical energy generated during walking needs to be converted into electric energy through the nano friction generator, the electric energy can be charged for the electric storage device, the electric storage device collects and stores the electric energy generated by the nano friction generator, and therefore the electric energy is provided for the internal temperature and vibration detection circuit.
Drawings
FIG. 1 is an overall structure view of a shoe with an inductive temperature measurement warning and vibration alert of the present invention;
FIG. 2 is a structural view of a temperature detection layer of a shoe with an inductive temperature measurement warning and a vibration warning according to the present invention;
FIG. 3 is a structural view of a vibration detection layer of a shoe with an inductive temperature measurement warning and a vibration alert of the present invention;
FIG. 4 is a structural diagram of a power generation layer of a shoe for sensing temperature measurement warning and vibration warning according to the present invention;
FIG. 5 is a block diagram of a corrective reminder system of the present invention;
FIG. 6 is a block diagram of a training module in the corrective alert system of the present invention;
FIG. 7 is a block diagram of a data operation module in the correction reminding system of the present invention.
In the figure: 1. the shoe comprises a shoe body, 2, a temperature detection layer, 21, a temperature sensor, 22, an A/D conversion circuit, 3, a vibration detection layer, 31, a vibration sensor, 32, an LM393 comparator, 4, a power generation layer, 41, a nanometer friction generator, 42, an electricity storage device, 43, a power management chip, 5, a shock absorption layer, 51, an air bag, 6, an anti-skid bottom layer, 61, anti-skid teeth, 7, a signal processor, 8 and HC-08 Bluetooth.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments, and all other embodiments obtained by a person of ordinary skill in the art without creative efforts based on the embodiments of the present invention belong to the protection scope of the present invention.
As shown in figures 1-4, the invention discloses a shoe with sensing temperature measurement warning and vibration reminding, which comprises a shoe body 1, wherein the shoe body 1 is formed by combining a vamp and a sole, the sole is fixedly connected with a
The temperature detection module comprises a
In the present invention, the vibration detection module includes a vibration sensor 31, and the vibration sensor 31 is a SW18015P vibration sensor and is disposed at a position where the vibration detection layer 3 is located on the forefoot.
In the present invention, the
In the invention, the shock absorption layer 5 is made of high-elasticity rubber material, and an air bag 51 is arranged in the shock absorption layer; the anti-skid bottom layer 6 is made of wear-resistant materials, and anti-skid teeth 61 which are uniformly distributed are arranged at the bottom.
The shoe with the functions of sensing temperature measurement warning and vibration reminding is reasonable in design and ingenious in conception, only mechanical energy generated during walking needs to be converted into electric energy through the nano friction generator, the electric energy can be charged for the electric storage device, the electric storage device collects and stores the electric energy generated by the nano friction generator, and therefore the electric energy is provided for an internal temperature and vibration detection circuit.
Referring to fig. 5, in the present invention, the sole is further provided with a correction reminding system, and the correction reminding system is used for correcting the walking posture of the wearer, and the correction reminding system includes: the fusion module 9 is used for packing the vibration data of the vibration detection module and the temperature data of the temperature detection module according to a preset format and inputting the packed data into a predetermined fusion model for data operation so as to output a fusion result; the judging module 10 is used for determining the standard grade of the walking or running posture of the wearer according to the fusion result; the output module 11 is used for outputting a corresponding reminding signal according to the standard grade; the reminding module 12 is used for reminding according to the reminding signal; the temperature detection module and the vibration detection module are connected with the fusion module 9, the judgment module 10, the output module 11 and the reminding module 12 are sequentially connected, and the reminding module 12 is wirelessly connected with the mobile phone Bluetooth through HC-08 Bluetooth 8 to generate reminding information to the mobile phone terminal; the fusion module 9, the judgment module 10 and the output module 11 can be implemented by programming in the signal processor 7.
Referring to fig. 6, in the present invention, the predetermined fusion model 9 is trained according to a training module 13, and the training module 13 includes: a sample set 130 for aggregating a data packet, each data packet comprising at least vibration data and temperature data arranged in a fixed format, a standard level of walking or running posture of the wearer; a dividing module 131, configured to divide the data packet in the sample set into a training set with a first set proportion and a verification set with a second set proportion; a convolutional neural network module 132 for training a convolutional neural network by using a training set to obtain a fusion model; and a verification module 133 for verifying the accuracy of the trained fusion model by using the verification set, wherein if the accuracy is greater than or equal to the set accuracy, the training is finished, and if the accuracy is less than the set accuracy, the number of the data packets in the sample set is increased and the training is repeated.
Because the data in the data packets in the sample set 130 are all empirical data, in order to improve the accuracy, the present invention further includes a classification module 134, each data packet in the sample set 130 is assigned with at least one label, when the verification module 133 verifies that the accuracy of the trained fusion model 9 is greater than the set accuracy, the classification module 134 classifies the labels of the data packets in the sample set according to the standard grade of the walking or running posture of the wearer, and determines the priority level according to the standard grade, i.e., the data packets with higher standard grade have higher priority grade, and the data packets with unqualified standard grade can be discarded, so that the sample set 130 is optimized, so that when the fusion model 9 is further optimized in the later period, the more accurate sample set 130 is used.
Referring to fig. 7, in the present invention, the data operation in the fusion model 9 is performed by a data operation module 14, and the data operation module 14 at least includes: the first judgment module 141 determines the walking state and the standard grade of the wearer according to the vibration data in the vibration detection module, and outputs a first judgment result; and the second judging module 142 determines a reminding mode according to the standard grade output by the first judging module and the temperature data of the temperature detecting module, and outputs a second judging result.
Table 1 below is a process table for data operation in the fusion model, and certainly, the determination rule between the vibration data and the first determination result may be modified and set according to actual reference, and the corresponding second determination result may also generate corresponding changes.
In table 1, if the vibration frequency detected by the vibration detection module within a specific time is greater than a first set frequency, it is determined to be unqualified, and at this time, a continuous vibration warning can be directly output without detecting temperature; if the vibration frequency detected by the vibration detection module in a specific time is between a first set frequency and a second set frequency, the running state is prompted, if the vibration frequency is 20% higher than the second set frequency, the running level is 3 (1 is the most standard), if the vibration frequency exceeds a set temperature value, the mobile phone can be used for continuous vibration warning and overtemperature warning, and if the vibration frequency is lower than the set temperature value, the mobile phone can be used for continuous vibration warning; if the vibration frequency detected by the vibration detection module in a specific time is less than a second set frequency, the walking posture is a normal walking posture, if the vibration frequency exceeds the set temperature value, the walking posture is overtemperature-warned (the user is reminded to stop for a while), and if the vibration frequency is lower than the set temperature value, the walking posture is not warned.
TABLE 1
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Furthermore, it should be understood that although the present description refers to embodiments, not every embodiment may contain only a single embodiment, and such description is for clarity only, and those skilled in the art should integrate the description, and the embodiments may be combined as appropriate to form other embodiments understood by those skilled in the art.
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