Energy management method and system for ceramic heating body of wireless blower

Abstract

The invention relates to the technical field of heating management, and discloses an energy management method and system for a ceramic heating body of a wireless blower, and the method comprises the steps: obtaining a blower starting instruction, configuring initial heating parameters of a honeycomb ceramic heating module, configuring a related blower function module, starting the heating and blowing work, continuously collecting the posture parameters of the blower, and carrying out the energy management of the ceramic heating body of the wireless blower. The method comprises the following steps of: identifying key working characteristics, matching a historical database, determining an expected working mode, analyzing an alternate heating scheme of a honeycomb ceramic unit, formulating a heating driving scheme, and performing current control according to the driving scheme, so that the heating module reaches the expected heating mode. The heating efficiency and heat management optimization are improved, the working mode is intelligently matched, the service life of the heating body is prolonged, more efficient and comfortable blowing experience is provided, energy consumption is reduced, safety is improved, and the problem that in the prior art, the expected life of a ceramic heating body is short is solved.

Description

Technical Field

[0001] The present invention relates to the technical field of heat management, and particularly to an energy management method and system for a ceramic heating element of a wireless hair dryer. Background Art

[0002] In modern life, hair dryers have become a common household appliance and are widely used for daily care such as hair drying and styling. However, traditional hair dryers usually use metal heating wires as heating elements, and this design has some inherent defects, such as uneven heating, high energy consumption, and short service life. To solve these problems, ceramic heating elements have been introduced in recent years to provide more efficient and uniform heating effects. However, prolonged use of honeycomb ceramic heating elements will cause the ceramic heating elements to receive excessive high-temperature performance pressure, resulting in a decrease in the service life of the ceramic heating elements. Summary of the Invention

[0003] The purpose of the present invention is to provide an energy management method and system for a ceramic heating element of a wireless hair dryer, aiming to solve the problem of the relatively low expected service life of ceramic heating elements in the prior art.

[0004] The present invention is implemented as follows. In the first aspect, the present invention provides an energy management method for a ceramic heating element of a wireless hair dryer, which is applied to a hair dryer provided with a honeycomb ceramic heating module. The honeycomb ceramic heating module includes a current driving unit and a plurality of independently heatable honeycomb ceramic units. The current driving unit is electrically connected to each of the honeycomb ceramic units, and the current driving unit is used to apply current to each of the honeycomb ceramic units to make the honeycomb ceramic units in a heating state corresponding to the applied current. The method steps include: Obtain a hair dryer start instruction, and configure initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction, so that the honeycomb ceramic heating module is in an initial heating working mode; Configure working parameters for the hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction to start the hair dryer function module associated with the honeycomb ceramic heating module, so that the hair dryer performs a heating and blowing operation; Continuously collect attitude parameters of the hair dryer to obtain a working attitude parameter sequence of the hair dryer, and identify key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer; Perform a matching process on the working key features according to a historical database to obtain the expected working mode of the hair dryer; Analyze a scheme for rotating heating of each honeycomb ceramic unit of the honeycomb ceramic heating module according to the expected working mode to obtain a module heating driving scheme for the honeycomb ceramic heating module; According to the module heating drive scheme, current drive control is performed on the honeycomb ceramic heating module, so that the current drive unit in the honeycomb ceramic heating module applies a specified current to each of the honeycomb ceramic units at a specified moment, thereby enabling the honeycomb ceramic heating module to be in an expected heating working mode.

[0005] In a second aspect, the present invention provides an energy management system for a ceramic heating element of a wireless hair dryer, which is used to implement the energy management method for a ceramic heating element of a wireless hair dryer according to any one of the first aspects, including: A heating start module, configured to obtain a hair dryer start instruction, and configure initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction, so that the honeycomb ceramic heating module is in an initial heating working mode; A function start module, configured to configure working parameters for a hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction, so as to start the hair dryer function module associated with the honeycomb ceramic heating module, enabling the hair dryer to perform a heating and blowing operation; A feature recognition module, configured to continuously collect attitude parameters of the hair dryer to obtain a working attitude parameter sequence of the hair dryer, and identify key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer; A modulus matching module, configured to perform a matching process on the working key features according to a historical database to obtain an expected working mode of the hair dryer; A scheme analysis module, configured to perform a scheme analysis on the honeycomb ceramic heating module for rotation heating operation of each honeycomb ceramic unit according to the expected working mode to obtain a module heating drive scheme of the honeycomb ceramic heating module; A scheme execution module, configured to perform current drive control on the honeycomb ceramic heating module according to the module heating drive scheme, so that the current drive unit in the honeycomb ceramic heating module applies a specified current to each of the honeycomb ceramic units at a specified moment, thereby enabling the honeycomb ceramic heating module to be in an expected heating working mode.

[0006] The present invention provides an energy management method for a ceramic heating element of a wireless hair dryer, which has the following beneficial effects: The present invention obtains a hair dryer startup instruction, configures the initial heating parameters of the honeycomb ceramic heating module, configures the associated hair dryer function modules, starts the heating and blowing operation, continuously collects the hair dryer attitude parameters, identifies the key working features, matches the historical database, determines the expected working mode, analyzes the rotation heating scheme of the honeycomb ceramic units, formulates a heating drive scheme, and performs current control according to the drive scheme to make the heating module reach the expected heating mode. This method improves the heating efficiency and thermal management optimization by precisely controlling the honeycomb ceramic heating module, intelligently matches the working mode, extends the service life of the heating element, provides a more efficient and comfortable blowing experience, reduces energy consumption and improves safety, and solves the problem of the relatively low expected service life of the ceramic heating element in the prior art. Description of the Drawings

[0007] Figure 1 It is a schematic diagram of the steps of an energy management method for a ceramic heating element of a wireless hair dryer provided by an embodiment of the present invention; Figure 2 It is a schematic diagram of the structure of an energy management system for a ceramic heating element of a wireless hair dryer provided by an embodiment of the present invention. Detailed Embodiments

[0008] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.

[0009] The implementation of the present invention will be described in detail below with reference to specific embodiments.

[0010] Refer to Figure 1 、 Figure 2 As shown, a preferred embodiment is provided by the present invention.

[0011] In a first aspect, the present invention provides an energy management method for a ceramic heating element of a wireless hair dryer, which is applied to a hair dryer provided with a honeycomb ceramic heating module. The honeycomb ceramic heating module includes a current drive unit and a plurality of independently heatable honeycomb ceramic units. The current drive unit is electrically connected to each honeycomb ceramic unit, and the current drive unit is used to apply current to each honeycomb ceramic unit to make the honeycomb ceramic unit in a heating state corresponding to the applied current. The method steps include: S1: Obtain a hair dryer startup instruction, and configure the initial heating working parameters of the honeycomb ceramic heating module according to the hair dryer startup instruction, so that the honeycomb ceramic heating module is in an initial heating working mode; S2: Configure the operating parameters of the hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction, so as to start the hair dryer function module associated with the honeycomb ceramic heating module, enabling the hair dryer to perform heating and blowing operations; S3: Continuously collect the attitude parameters of the hair dryer to obtain the working attitude parameter sequence of the hair dryer, and identify the key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer; S4: Perform a matching process on the working key features according to the historical database to obtain the expected working mode of the hair dryer; S5: Analyze the scheme of the honeycomb ceramic heating module for rotational heating of each honeycomb ceramic unit according to the expected working mode to obtain the module heating drive scheme of the honeycomb ceramic heating module; S6: Perform current drive control on the honeycomb ceramic heating module according to the module heating drive scheme, so that the current drive unit in the honeycomb ceramic heating module applies a specified current to each honeycomb ceramic unit at a specified moment, thereby enabling the honeycomb ceramic heating module to be in the expected heating working mode.

[0012] Specifically, in step S1 of the embodiment provided by the present invention, a hair dryer start instruction is obtained, and the hair dryer start instruction is parsed to obtain the initial heating working parameters of the honeycomb ceramic heating module corresponding to the hair dryer start instruction. The initial heating working parameters are the parameters for driving the honeycomb ceramic heating module to perform heating operations. It should be noted that due to the special structural design of the honeycomb ceramic heating module in the technical solution of the present invention, different initial heating working parameters correspond to different hair dryer start instructions. When the initial heating working parameters are used to drive the honeycomb ceramic heating module, the honeycomb ceramic heating module is in the initial heating working mode.

[0013] Specifically, the honeycomb ceramic heating module used in the technical solution of the present invention includes a current drive unit and several independently heatable honeycomb ceramic units. The current drive unit is electrically connected to each honeycomb ceramic unit, and the current drive unit is used to apply a current to each honeycomb ceramic unit to make the honeycomb ceramic unit in the heating state corresponding to the applied current.

[0014] It can be understood that by replacing the traditional heating wire with a honeycomb ceramic heating element, due to the low energy consumption, low power, fast heating of the ceramic heating element itself, and the instantaneous temperature can reach 300 °C, it can quickly generate sufficient heat. Therefore, it can ensure that there is sufficient temperature at the air outlet of the hair dryer to dry the hair while maintaining low energy consumption and low power, and has a long battery life. And because the electromagnetic radiation of the heating film is small, it is harmless to the human body. Since it consumes little power, a rechargeable battery can be provided inside the handle, and the rechargeable battery can supply power to the ceramic heating element and the motor, so that the hair dryer of the present invention only needs to be powered by the rechargeable battery and does not need to be plugged in for use.

[0015] Further, the honeycomb ceramic heating element is divided into several honeycomb ceramic units that can work independently. Each honeycomb ceramic unit can independently receive power supply from the current driving unit to enter the heating state, so as to provide heat for the hair dryer.

[0016] Furthermore, for the hot air modes of different gears of the hair dryer, the required heat is also different. Therefore, it is not necessary to apply a high-value current to all the honeycomb ceramic units to drive all the honeycomb ceramic units at the same time. Instead, the current can be selectively applied to the honeycomb ceramic units, and the honeycomb ceramic units can be made to work in a rotational manner to avoid the honeycomb ceramic units being in a high-voltage working state synchronously. Especially when the hair dryer is used in the high-heat working mode by users with long hair, applying a high-voltage current to all the honeycomb ceramic units will cause the honeycomb ceramic units to be under the working pressure of the high-voltage current for a long time, and the honeycomb ceramic units will continuously receive the pressure of high heat, which will cause loss of service life of the honeycomb ceramic units.

[0017] Therefore, the technical solution of the present invention adopts a honeycomb ceramic heating module composed of a current driving unit and several honeycomb ceramic units that can independently generate heat. During the working process, the current driving unit supplies power to each honeycomb ceramic unit in stages with different amounts, so as to divide each honeycomb ceramic unit into several combinations, and make each combination alternately perform heating work in stages. Each combination respectively undertakes the heating work for one cycle. After completing one cycle of heating work, it will enter the state of receiving power supply for heating with a lower amount or zero amount to relieve the heat resistance pressure brought to the honeycomb ceramic unit by the previous cycle of heating work.

[0018] It can be understood that through this way of working in cycles alternately, the energy management of the ceramic heating element of the wireless hair dryer can be optimized, and the service life of the ceramic heating element of the hair dryer can be increased.

[0019] Specifically, in step S2 of the embodiment provided by the present invention, according to the hair dryer startup instruction, the operating parameters of the hair dryer function module associated with the honeycomb ceramic heating module are configured to start the hair dryer function module associated with the honeycomb ceramic heating module, so that the hair dryer performs the heating and blowing operation.

[0020] More specifically, in addition to the honeycomb ceramic heating module that provides heat in the hair dryer, there are also multiple function modules. These function modules are associated with the honeycomb ceramic heating module, and each function module interacts with each other to ultimately achieve the overall working effect of the hair dryer. It can be seen that the hair dryer function module associated with the honeycomb ceramic heating module here can be a function module in a conventional design, so there is no need for redundant elaboration.

[0021] Specifically, in step S3 of the embodiment provided by the present invention, some sensors are pre-installed in the hair dryer, such as an accelerometer, a gyroscope, a magnetometer, etc., for real-time acquisition of the attitude changes of the hair dryer. These sensors can measure information such as the angle, direction, and inclination of the hair dryer. The accelerometer can measure the acceleration change of the hair dryer to help determine the tilt angle or vibration condition of the device. The gyroscope measures the angular velocity to help capture the rotation or turning condition of the hair dryer. The magnetometer can be used to detect the direction of the hair dryer, especially when the device has a rotation or turning action, which helps to judge its relative position. It should be noted that the above sensors are only examples, not the only standard.

[0022] More specifically, these sensors will continuously collect data and transmit these attitude data to the control unit of the hair dryer in real time, collecting data once per second or per millisecond to ensure that the system can capture every attitude change of the hair dryer. The data includes the tilt angle (for example, whether the hair dryer is upright, tilted, or lying flat), the rotation direction, the holding angle, etc. By obtaining the attitude information of the hair dryer in real time, it can provide accurate data support for subsequent heating adjustment. The acquisition of attitude parameters provides the system with "real-time perception" of the actual usage state of the hair dryer, enabling the system to make a quick response.

[0023] More specifically, the real-time collected attitude data is stored in chronological order to form a "working attitude parameter sequence". Each collected data is the attitude parameter corresponding to a time stamp. For example, at time t1, the attitude parameters (tilt angle, wind direction, rotation angle, etc.). The system will process these data and organize them into a time series, which can present the data trend in the form of a chart or other forms. As the attitude of the hair dryer changes during use, the working attitude parameter sequence will be continuously updated. The system updates the current attitude sequence by continuously receiving new sensor data. The system can reflect the specific state of the hair dryer at different time points through these real-time updated attitude parameter sequences. The working attitude sequence provides the raw data for subsequent data analysis and pattern recognition, enabling the system to better understand the working environment and usage mode of the device.

[0024] More specifically, by analyzing the collected attitude parameter sequence, important features are identified. The ways of feature extraction include signal processing algorithms, statistical analysis, machine learning methods, etc. Common features include: Angle change rate: To determine whether the hair dryer maintains a stable attitude or frequently changes the angle. For example, when the hair dryer stays at a certain angle for a period of time, it may mean that the user is concentrating on blowing a certain position, and the system can enhance the heating in this area. Continuous tilt mode: If the hair dryer is in a certain tilt angle for a long time, it can be considered that the user does not frequently change the posture when using the hair dryer, and the system can adjust the heating strategy according to this feature. Quick rotation or spin: If the system detects that the hair dryer rotates quickly or spins, it can be inferred that the user is trying to change the blowing angle, and the system can timely switch the heating area or reduce the heating intensity to avoid overheating.

[0025] More specifically, based on feature extraction and pattern recognition, some key working features can be finally obtained. For example: Wind speed and heat demand: After identifying the usage scenario of the hair dryer, the system can infer the current heating demand, such as high temperature and low wind, or low temperature and high wind. Selection of heating area: According to the attitude recognition system, determine the area that needs to be heated currently (such as the head, hands, back, etc.), providing a basis for adjusting the heating module. Compare the currently identified key features with the typical usage patterns in the historical database to determine which mode the current usage state belongs to. By identifying the key features, the system can recognize the usage mode and heating demand of the hair dryer, achieve more intelligent heating control. The system can dynamically adjust parameters such as heating intensity, wind speed, and heating area according to the user's attitude change, improving the accuracy of the heating effect and the user's comfort experience.

[0026] Specifically, in step S4 of the embodiment provided by the present invention, the working key features are matched according to the historical database to obtain the expected working mode of the hair dryer. The historical database stores the working posture parameter sequences and corresponding working key features in the past usage records of the hair dryer, as well as the preset template-type working posture parameter sequences and corresponding working key features.

[0027] More specifically, through the matching of the working key features by the historical database, it can be identified which working posture parameter sequence in the historical database the current working key features match, so as to identify the user's usage habits and usage requirements. That is to say, through the user's usage habits and the identification of the change characteristics of the hair dryer's working posture brought about by the user's adaptation requirements, the user usage characteristics when using the hair dryer are judged, including the usage duration of the hair dryer brought about by the length of the user's hair, the heat requirement of the hair dryer for hair quality care, etc. These user usage characteristics together constitute the expected working mode.

[0028] Specifically, in step S5 of the embodiment provided by the present invention, after the expected working mode is determined, the expected total duration for which the hair dryer needs to work can be judged. Based on this total duration, the working cycle of the honeycomb ceramic heating module can be divided. The division of the working cycle makes the honeycomb ceramic units divided into several combinations, and different combinations undertake the heating work in each working cycle. While keeping the overall heating unchanged, the honeycomb ceramic units actually undertaking the heating task and the heat-resistant pressure are alternated to relieve the pressure on the honeycomb ceramic units.

[0029] More specifically, based on the identified working mode, the system can also analyze the heat requirement of the hair dryer, determine which areas need more heat (such as the wetter part of the hair or the key blowing parts when the user uses it), and evaluate the working load of each honeycomb ceramic unit according to the requirements of the heating area. Different honeycomb ceramic units undertake different heating tasks at different time periods.

[0030] More specifically, according to the analyzed heating requirements, a rotation control strategy for the honeycomb ceramic heating module is designed. The core of this strategy is to avoid over-concentrated heating by controlling the working states of each unit in the honeycomb ceramic module, improve the heating efficiency and service life. The honeycomb ceramic units are divided into several groups, and each group of units is responsible for heating for a period of time, while other units are in the standby state or low-power state. When a group of units completes the heating task, it switches to another group of units to continue heating.

[0031] More specifically, in addition to the expected plan, the heating time and working intensity of different units can be adjusted in real time according to the posture and working mode of the hair dryer. For example, when the hair dryer works at a specific angle for a long time, the system can increase the heating capacity of the units around that angle, while the units in other areas can enter the low-power mode. To extend the service life of the honeycomb ceramic heating element and improve energy utilization efficiency, the control system can set the working duration and power of each unit and make dynamic adjustments according to actual needs. Specifically: when the hair dryer is in a low-load usage mode, some units can be in a low-power state to reduce energy consumption. When the hair dryer is in a high-power mode, more units can be turned on and work at a higher power to ensure sufficient heat is provided. Through rotational heating and dynamic regulation, the working load of each honeycomb ceramic unit can be balanced, avoiding overheating or excessive loss of a single unit for a long time, thereby extending the service life of the honeycomb ceramic module.

[0032] More specifically, according to the rotational heating scheme of the honeycomb ceramic module, a specific heating drive algorithm is designed. The algorithm includes: determining the honeycomb ceramic units that need to be activated currently according to the working mode and heating requirements. For example, in high-demand areas, multiple units work simultaneously, while in low-demand areas, only some units generate heat. After a unit works for a period of time, the algorithm will control the system to switch to the next unit, and the system needs to ensure that the heat distribution is not uneven during the switch. According to the device status (such as temperature, wind speed, usage mode, etc.) collected in real time, the power output of each heating unit is adjusted in real time to ensure that the heating effect meets the user's needs. By collecting temperature, wind speed, and attitude information through sensors, the system can adjust the heating strategy in real time according to the feedback. If the detected temperature is too high or too low, the system will automatically adjust the power or switch to other honeycomb ceramic units.

[0033] Specifically, in step S6 of the embodiment provided by the present invention, current drive control is performed on the honeycomb ceramic heating module according to the module heating drive scheme, so that the current drive unit in the honeycomb ceramic heating module applies a specified current to each honeycomb ceramic unit at a specified moment, thereby making the honeycomb ceramic heating module in the expected heating working mode.

[0034] More specifically, the module heating drive scheme describes how the current drive unit in the honeycomb ceramic heating module applies current to each honeycomb ceramic unit, so that the honeycomb ceramic unit receives a specified current at a specified moment to enter a specified heating state, that is, the heating state that conforms to the expected concept of the module heating drive scheme. At this time, the honeycomb ceramic heating module is in the expected heating working mode.

[0035] The present invention provides an energy management method for a ceramic heating element of a wireless hair dryer, which has the following beneficial effects: The present invention obtains a hair dryer startup instruction, configures the initial heating parameters of the honeycomb ceramic heating module, configures the associated hair dryer function modules, starts the heating and blowing operation, continuously collects the hair dryer attitude parameters, identifies the key working features, matches the historical database, determines the expected working mode, analyzes the honeycomb ceramic unit rotation heating scheme, formulates a heating drive scheme, and performs current control according to the drive scheme to make the heating module reach the expected heating mode. This method improves the heating efficiency and thermal management optimization by precisely controlling the honeycomb ceramic heating module, intelligently matches the working mode, extends the service life of the heating element, provides a more efficient and comfortable blowing experience, reduces energy consumption and improves safety, and solves the problem of the relatively low expected service life of the ceramic heating element in the prior art.

[0036] Further, a specific structure is provided for the hair dryer of the technical solution of the present invention: it includes a barrel body, and air outlets and air inlets are respectively provided at the left and right ends of the barrel body. A heating film and a motor are sequentially arranged inside the barrel body from left to right, and a fan blade is provided on the rotating shaft of the motor; a handle is provided at the bottom of the barrel body, and a rechargeable battery is provided inside the handle, and the rechargeable battery can supply power to the heating film and the motor.

[0037] Further, the heating film is of a circular structure, and the axial directions of the barrel body and the heating film extend along the left-right direction; at least one semi-closed annular through groove is provided on the heating film, a notch is provided at the edge of the heating film, one end of the annular through groove is set as a closed end, and the other end of the annular through groove communicates with the notch.

[0038] Further, the number of the annular through grooves includes two, and the two annular through grooves are sequentially distributed along the radial direction of the heating film, and the position directions of the closed ends of the adjacent two annular through grooves are opposite.

[0039] Further, a middle through groove is provided in the middle of the heating film, the middle through groove communicates with the notch, and one end of the heating film close to the middle through groove passes outwards through the notch.

[0040] Further, a plurality of through holes are provided on the heating film, and the plurality of through holes are sequentially arranged along the circumferential direction of the heating film to form a semi-closed annular combination; the number of the annular combinations includes two groups, and the annular combinations are sequentially distributed along the radial direction of the heating film, and the annular through groove is located between the adjacent two groups of annular combinations.

[0041] Further, ceramic bodies are respectively provided on the left and right sides of the heating film, and the heating film and the ceramic bodies are pressed together; the positive conductive sheet and the negative conductive sheet of the heating film are located outside the ceramic bodies, and a plurality of through air holes are provided on the ceramic bodies.

[0042] Further, the number of the heating films is two, and the two heating films are sequentially distributed in the left - right direction and are electrically connected to each other; the number of the ceramic bodies is three, and the three ceramic bodies are sequentially distributed in the left - right direction, and the two heating films are arranged at intervals between the three ceramic bodies.

[0043] Further, the ceramic body is a 95 - porcelain ceramic body, and the ceramic body is a cylindrical structure with its axis extending in the left - right direction; a plurality of air outlet holes on the same ceramic body are sequentially arranged in a ring - shaped ventilation combination along the circumferential direction of the ceramic body, the number of the ring - shaped ventilation combinations on the same ceramic body is two groups, and the ring - shaped ventilation combinations on the same ceramic body are sequentially distributed along the radial direction of the ceramic body.

[0044] Further, the rechargeable battery includes a first series battery pack and / or a second series battery pack, and the rechargeable battery is equipped with a safety control device; when the rechargeable battery includes both the first series battery pack and the second series battery pack at the same time, the first series battery pack is connected in parallel with the second series battery pack.

[0045] Further, an NTC temperature sensor is arranged at the air outlet, an MCU control chip is arranged inside the handle, the NTC temperature sensor is electrically connected to the MCU control chip, and the MCU control chip is electrically connected to the heating film.

[0046] In summary, by applying the technical solution of the present invention, the following beneficial effects are obtained: The structure of the present invention is reasonably designed. (1) By arranging a rechargeable battery inside the handle, the rechargeable battery can supply power to the heating film and the motor, so that the hair dryer of the present invention only needs to be powered by the rechargeable battery and does not need to be plugged in. (2) By replacing the traditional heating wire with a heating film, since the heating film itself has low energy consumption, low power, fast heating, and the instantaneous temperature can reach 400 °C, it can quickly generate enough heat. Therefore, it can ensure that there is enough temperature at the air outlet of the hair dryer to dry the hair while maintaining low energy consumption and low power, and has a long battery life. (3) Since the electromagnetic radiation of the heating film is small, it is harmless to the human body. From the above analysis, it can be seen that the technical solution of the present invention well solves the above problems of wired hair dryers and wireless hair dryers in the current background technology.

[0047] Preferably, the step of obtaining a hair dryer start instruction and configuring initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction so that the honeycomb ceramic heating module is in an initial heating working mode includes: S11: Obtain a hair dryer start instruction, and perform instruction matching on the hair dryer start instruction according to a preset instruction library, so as to retrieve corresponding initial heating working parameters from the preset instruction library according to the result of the instruction matching; S12: Configure the parameters of the honeycomb ceramic heating module according to the initial heating operation parameters, so as to drive the current driving unit in the honeycomb ceramic heating module to apply currents of specified specifications to each honeycomb ceramic unit, so that each honeycomb ceramic unit receives currents of specified specifications and is in a heating state; S13: When each honeycomb ceramic unit is in the heating state corresponding to the initial heating operation parameters respectively, the honeycomb ceramic heating module is in the initial heating operation mode; Among them, the method steps for obtaining the initial heating operation parameters set in the preset instruction library include: S111: Analyze the content of various forms of hair dryer start instructions to obtain the heating operation states of the honeycomb ceramic heating module pointed to by various forms of hair dryer start instructions; S112: According to the setting information and performance information of each honeycomb ceramic unit in the honeycomb ceramic module, allocate the heating tasks for realizing the heating operation state, so as to obtain the unit heating tasks of each honeycomb ceramic unit corresponding to the heating operation state; S113: According to the unit heating tasks of each honeycomb ceramic unit corresponding to the heating operation state, analyze the parameter requirements for the current driving unit in the honeycomb ceramic heating module to execute tasks, so as to obtain the current driving parameters of the current driving unit corresponding to the unit heating tasks of each honeycomb ceramic unit; S114: Combine the current driving parameters of the current driving unit corresponding to the unit heating tasks of each honeycomb ceramic unit to obtain the initial heating operation parameters.

[0048] Specifically, first, the system receives a start instruction of the hair dryer, which is usually a signal triggered by the user through buttons, APP control, automatic sensing or other means. This instruction can contain different formats (such as digital signals, character instructions, etc.). The system needs to analyze the specific meaning of this instruction (such as wind speed, temperature settings, etc.) to ensure that the system can accurately receive and interpret start instructions from different sources or in different formats, and provide correct input data for subsequent operations.

[0049] More specifically, the system matches the start instruction of the hair dryer through a preset instruction library. The instruction library contains the initial heating operation parameters corresponding to different start instructions. According to the result of instruction matching, the corresponding initial heating operation parameters are retrieved from the preset instruction library. The initial heating operation parameters include temperature, wind speed, selection of heating sections, heating duration, etc. Through the matching of the instruction library, the working parameters of the honeycomb ceramic heating module can be flexibly adjusted according to different start instructions, avoiding manual setting and improving the automation degree of the system.

[0050] More specifically, according to the obtained initial heating operation parameters, the system configures the parameters of the honeycomb ceramic heating module. These parameters include the current, heating power, working mode, etc. of the honeycomb ceramic unit. The current driving unit applies a specified current to the honeycomb ceramic unit to ensure that each honeycomb ceramic unit can start heating under the specified current and working conditions and enter the heating state. The system can precisely control the heating effect of the honeycomb ceramic heating module, ensure that the heating states of different units meet the expectations, improve the heating efficiency and stability. Each unit heats according to the set current, which can avoid the problems of overheating or overcooling of some units.

[0051] More specifically, according to the setting information and performance parameters of different honeycomb ceramic units, the system distributes the heating tasks of each unit. These setting information and performance information may include the thermal efficiency, power demand, etc. of each unit. According to the assigned tasks, the system analyzes the current driving requirements of each unit and converts these requirements into control parameters of the current driving unit. Through task distribution, the system can intelligently manage and optimize the working states of each honeycomb ceramic unit to ensure that each unit performs the heating task according to the actual demand. This distribution method improves the flexibility and efficiency of the heating module and ensures that the heat output of different units meets the predetermined heating requirements.

[0052] More specifically, according to the current driving parameters of each honeycomb ceramic unit, the system combines them into the overall initial heating operation parameters. These parameters include the current, working state, heating mode, etc. of each unit. Finally, the system generates the complete initial heating operation parameters according to the combined current driving parameters and applies them to the honeycomb ceramic heating module. By combining the current driving parameters of each unit, the generated initial heating operation parameters can ensure that the entire honeycomb ceramic heating module operates in a suitable heating mode. The system can ensure the precise control of the heating process, avoid overheating or overcooling, and ensure the stability of the heating effect.

[0053] More specifically, when all honeycomb ceramic units enter the heating state according to the initial heating operation parameters, the honeycomb ceramic heating module enters the initial heating operation mode. In this mode, the honeycomb ceramic units work according to the specified current driving and heating states. The initial heating operation mode ensures the stable operation of the system from startup to the heating process, improves the user experience, and can flexibly adjust the heating strategy to meet the requirements in different scenarios, such as rapid heating up, uniform heating, etc.

[0054] Preferably, the step of configuring the working parameters of the hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer startup instruction to start the hair dryer function module associated with the honeycomb ceramic heating module so that the hair dryer performs the heating and blowing work includes: S21: Obtain a hair dryer startup instruction, and perform instruction matching on the hair dryer startup instruction according to a preset instruction library, so as to retrieve corresponding working parameters of the hair dryer function module from the preset instruction library; wherein, the hair dryer function module includes a fan module, a risk control module, and a safety protection module; S22: Configure the hair dryer function module according to the working parameters of the hair dryer function module, so that the hair dryer function module associated with the honeycomb ceramic heating module is in a working mode, thereby enabling the hair dryer to perform heating and blowing work.

[0055] Specifically, the user issues a startup instruction by operating the buttons, touch screen, or other input devices of the hair dryer. This instruction may contain multiple parameters (such as wind speed, temperature, heating time, etc.). The hair dryer can promptly respond to the startup signal input by the user, providing a basis for subsequent operations, and ensuring a smooth and timely process from user interaction to machine response.

[0056] More specifically, the system searches the preset instruction library for entries that match the received startup instruction. Each instruction in the instruction library has a corresponding set of working parameters, which are used to control the various function modules of the hair dryer. According to the instruction matching result, the system retrieves the working parameters of the corresponding hair dryer function module. The hair dryer function module generally includes: Fan module parameters: determining wind speed, wind force, wind direction, etc.; Risk control module parameters: ensuring that the air flow, pressure, etc. of the hair dryer are within a safe range during operation; Safety protection module parameters: including safety settings such as overheat protection, overcurrent protection, and temperature detection. The system can quickly retrieve and configure the working parameters of relevant modules according to the user's instruction, accurately perform function configuration according to different requirements, and improve the usage experience and device response speed.

[0057] More specifically, according to the working parameters of the fan module matched by the instruction, configure the working state of the fan, such as selecting low, medium, or high wind force, adjusting the wind direction, etc. According to the requirements, the startup of the fan may be coordinated with other parameters such as temperature, humidity, and heating intensity. According to the working parameters of the risk control module, configure values such as the air flow and air pressure of the fan to ensure that the hair dryer works within a stable and safe range. The safety module is configured to automatically stop working when the temperature is too high, set overcurrent protection, etc., to ensure the safety during the use of the device. The configuration of each function module ensures the smooth operation of the hair dryer. The wind force setting of the fan module ensures the blowing effect, the protection function of the risk control module ensures the stability and safety of the device, and the safety protection module ensures that the system can automatically handle abnormal situations. This step ensures the coordinated work of different modules, enabling the hair dryer to work according to the set parameters after startup, avoiding situations such as system overload or mismatches in wind speed and temperature.

[0058] More specifically, once all the parameters are configured, the system will activate the hair dryer function module associated with the honeycomb ceramic heating module according to the set working parameters. The operation of these modules works together to put the hair dryer into the working state. The fan module starts running to blow air, and the honeycomb ceramic heating module starts heating through current drive to provide hot air. The wind control and safety module, the wind control module monitors the running state of the fan, and the safety module monitors the device state at any time to ensure safe operation.

[0059] Finally, the system ensures that the fan module and the honeycomb ceramic heating module work together in a preset mode. The hair dryer enters the heating and blowing mode to provide hot air blowing. The hair dryer generates hot air, and the hot air is pushed by the fan to flow. At the same time, the honeycomb ceramic heating module is responsible for heating the air. The safety protection module monitors data such as temperature and humidity in real time and responds to abnormal situations (for example, when the temperature is too high, the fan and the heating module will automatically stop or reduce power).

[0060] Preferably, the steps of continuously collecting the attitude parameters of the hair dryer to obtain the working attitude parameter sequence of the hair dryer and identifying the key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer include: S31: Continuously collect the attitude parameters of the hair dryer to obtain the working attitude parameters of the hair dryer at each moment; wherein, the attitude parameters include acceleration, orientation angle and rotation angle; S32: Perform a timing arrangement process on the working attitude parameters of the hair dryer at each moment to obtain the working attitude parameter sequence of the hair dryer; S33: Identify the characteristics of the motion trajectory of the working attitude parameter sequence to obtain the motion trajectory characteristics of the hair dryer; S34: Identify the characteristics of the orientation stable state of the working attitude parameter sequence to obtain the orientation stable characteristics of the hair dryer; S35: The motion trajectory characteristics and the orientation stable characteristics of the hair dryer together constitute the working key features of the hair dryer.

[0061] Specifically, the attitude parameters of the hair dryer are collected in real time through sensors (such as accelerometers, gyroscopes, etc.). Specifically, the collected parameters include: acceleration: the acceleration of the hair dryer in three axes, which reflects the motion state of the hair dryer, such as acceleration, deceleration or stationary state; orientation angle: the orientation of the hair dryer relative to a certain fixed reference direction (usually the ground or the horizontal plane), which reflects the orientation change of the hair dryer in space; rotation angle: the rotation angle of the hair dryer around its own central axis, which describes whether the hair dryer has rotation or vibration.

[0062] More specifically, by continuously collecting attitude parameters, the system can obtain the motion state of the hair dryer in real time, ensuring that the dynamic changes of the device can be captured. The accurate collection of acceleration, orientation angle, and rotation angle provides reliable data support for subsequent motion trajectory analysis and feature recognition.

[0063] More specifically, the attitude parameters (including acceleration, orientation angle, and rotation angle) collected at each moment are arranged in chronological order to form a working attitude parameter sequence. The attitude parameter at each moment can be regarded as a data point, and the arrangement of these data points in time will form a complete attitude sequence, reflecting the motion process and attitude changes of the hair dryer over a period of time. Through chronological arrangement processing, the dynamic behavior of the hair dryer can be converted into time series data, and then the motion trend, pattern changes, etc. of the device can be captured. The chronological arrangement processing can reflect the motion changes of the device at different time points, making the subsequent analysis more coherent. This step ensures the chronological continuity of the data and provides support in the time dimension for motion trajectory feature and stable state recognition.

[0064] More specifically, based on the working attitude parameter sequence arranged in chronological order, analyze the changes in parameters such as the acceleration, orientation angle, and rotation angle of the hair dryer to identify the motion trajectory features of the hair dryer. This can include: the path of the hair dryer in space, the movement mode (such as straight line, curve, vibration, etc.), the acceleration mode during movement (such as smooth acceleration, rapid deceleration, etc.), and the rotation characteristics. By analyzing the acceleration, rotation angle, etc., the system can identify the specific motion trajectory and movement mode of the hair dryer (such as vibration, rotation, translation, etc.). This is of great significance for subsequent product optimization and fault detection. Identifying the motion trajectory can help determine whether there are abnormal behaviors during the operation of the hair dryer, such as excessive vibration or abnormal rotation. These abnormalities may affect the performance and service life of the hair dryer.

[0065] More specifically, by analyzing the orientation angle of the hair dryer, identify whether the hair dryer maintains a relatively stable orientation during operation. This step can specifically include: determining whether the hair dryer frequently changes the orientation angle or whether it is in a stable working angle. By analyzing the amplitude and frequency of the change in the orientation angle, identify whether the hair dryer is in a stable or unstable working state. Through the stability analysis of the orientation angle, the system can identify whether the hair dryer maintains a stable operating state during operation. Unstable orientation may lead to uneven hot air or poor blowing effect, so this feature is crucial for optimizing device performance. By identifying the stability of the device's orientation, the usage state and reliability of the hair dryer can be further inferred. Especially in an environment where it is used at multiple angles, stability is an important indicator for evaluating device quality.

[0066] More specifically, the motion trajectory feature and the orientation stability feature are combined to form the key working features of the hair dryer. This step comprehensively evaluates the two features to obtain the overall picture of the hair dryer during operation: Motion trajectory feature: reflecting the motion pattern and path of the hair dryer; Orientation stability feature: reflecting the stability and working state of the hair dryer. By comprehensively analyzing the motion trajectory and orientation stability of the hair dryer, the system can comprehensively understand the working state of the device. For example, if abnormal motion trajectory and unstable orientation are found, it may indicate that the device has a fault or damage. This combined feature provides support for device performance optimization, fault diagnosis, and user experience improvement. For example, if the hair dryer experiences excessive vibration or unstable orientation during operation, a warning can be issued in a timely manner or automatic adjustment can be made, thereby improving the durability of the product and the user experience.

[0067] Preferably, the step of matching the key working features according to the historical database to obtain the expected working mode of the hair dryer includes: S41: Matching the key working features according to the historical reference feature set in the historical database to obtain the historical reference feature corresponding to the key working features in the historical reference feature set; S42: Based on the determined historical reference feature, performing positioning recognition on the historical working posture parameter sequence in the historical database to obtain the historical working posture parameter sequence matching the key working features in the historical database; S43: Analyzing the working mode of the historical working posture parameter sequence matching the key working features in the historical database to obtain the expected working mode; Wherein, if there is no historical reference feature set in the historical database, the preset reference feature set in the historical database needs to be used to replace the historical reference feature set. The historical reference feature set is the working posture parameter sequence and key working features recorded during the past use of the hair dryer, and the preset reference feature is the working posture parameter sequence and key working features preset in the historical database; During the process of matching the key working features according to the historical reference feature set in the historical database to obtain the historical reference feature corresponding to the key working features in the historical reference feature set, it is necessary to analyze the matching degree between the historical reference feature and the key working features to obtain the matching index between the historical reference feature and the key working features, and judge the matching index according to the preset standard. If the judgment result shows that the matching index does not reach the preset standard, it is necessary to use the preset reference feature set in the historical database to match the key working features.

[0068] Specifically, by analyzing the currently collected key working features (such as motion trajectory features and orientation stability features), they are matched with the historical reference feature set stored in the historical database. The historical reference feature set consists of the sequence of working posture parameters recorded during the past use of the hair dryer and their corresponding key working features.

[0069] More specifically, the matching process includes calculating the similarity between the key working features and the historical reference features, usually carried out by certain distance measurement methods (such as Euclidean distance, cosine similarity, etc.). By matching the historical reference features, past data can be used to help identify the current state of the device, reducing manual judgment and errors. Through feature matching, the system can accurately find the situations in history that are similar to the current working features, providing a more reliable basis for prediction.

[0070] More specifically, according to the determined historical reference features, the sequence of working posture parameters that matches the current key working features is located in the historical database. This sequence includes parameters such as acceleration, orientation angle, rotation angle, etc. that are similar to the current device state in history. By comparing the similarity between the current key working features and the historical reference features, the matching historical working posture parameter sequence is determined and compared with other historical data to ensure a high degree of matching.

[0071] More specifically, through the positioning and identification of the historical database, the system can accurately identify the possible state of the current working posture based on the known historical data, helping to determine whether the working mode of the hair dryer conforms to certain states in the historical data, thereby predicting whether the current device is in the expected working state.

[0072] More specifically, pattern analysis is performed on the matched historical working posture parameter sequence to identify specific working modes. This analysis process can use pattern recognition algorithms or machine learning methods to analyze the regularity and periodicity in the historical posture data and determine whether it conforms to the current expected working mode. Based on the characteristics of the historical working posture parameter sequence, the system can generate a predicted expected working mode, which reflects the most likely output of the current working state.

[0073] More specifically, by analyzing the patterns in the historical data, common working modes can be identified to predict the performance of the device in advance. Through refined historical data analysis and model training, the system can improve the prediction accuracy of the working mode and ensure that the device operates at its best state.

[0074] More specifically, if there is no historical reference feature set in the historical database that matches the current working key features, the system will automatically select a preset reference feature set to replace it. These preset reference feature sets are usually some common sequences of working posture parameters and working key features. After being preset and trained by the system, even without specific historical data, the preset feature set can still provide a certain reference framework for the system, ensuring that the device will not be unable to continue running due to data loss. Even in the face of a lack of historical data, the system can still make predictions and analyses through the preset standard data to ensure the continuous operation of the device. The preset reference feature set, as a backup plan, ensures that the system can operate in all situations without being restricted by the lack of historical data.

[0075] Preferably, the steps of analyzing the scheme of each honeycomb ceramic unit in the honeycomb ceramic heating module to perform rotational heating work according to the expected working mode to obtain the module heating drive scheme of the honeycomb ceramic heating module include: S51: Analyze the expected working duration of the honeycomb ceramic heating module according to the expected working mode to obtain the expected working duration of the honeycomb ceramic heating module corresponding to the expected working mode; S52: Divide the working stages of the honeycomb ceramic heating module according to the expected working duration and the initial heating working parameters to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode; wherein, the working stages include a stable stage and an alternating stage arranged at intervals. The stable stage is the stage where each honeycomb ceramic unit receives stable power supply from the current driving unit to perform stable heating. The power supply values received by each honeycomb ceramic unit from the current driving unit in the stable stages at both ends of the alternating stage are different. The alternating stage is the stage where the power supply received by each honeycomb ceramic unit gradually changes from the previous stable stage to the next stable stage; S53: Analyze the stage execution drive of the current driving unit according to several working stages of the honeycomb ceramic heating module to obtain the stage execution drive parameters of the current driving unit corresponding to each working stage of the honeycomb ceramic heating module; S54: Combine the stage execution drive parameters of the current driving unit corresponding to each working stage of the honeycomb ceramic heating module to obtain the module heating drive scheme of the honeycomb ceramic heating module.

[0076] Specifically, first, the system will understand the operating requirements of the device under different usage conditions based on the expected working mode obtained in the previous steps. For example, the expected working mode may involve changes in the heating intensity, requirements for the stabilization time, etc. Based on the expected working mode, further analyze the expected working duration of the honeycomb ceramic heating module. By analyzing the expected working mode, the working duration of the honeycomb ceramic heating module can be accurately calculated, which helps in the reasonable division of subsequent stages and the formulation of drive strategies.

[0077] More specifically, according to the expected working duration and the initial heating working parameters in the system (such as power, temperature control, heating rate, etc.), the working cycle is divided into several working stages. Stabilization stage: In this stage, each honeycomb ceramic unit receives stable power supply from the current drive unit and conducts stable heating. The power supply value for each honeycomb ceramic unit is constant. Alternation stage: In this stage, the power supply value of the honeycomb ceramic unit gradually transitions from the previous stabilization stage to the next stabilization stage, which means the heating power gradually changes to provide dynamic adjustment. Through reasonable stage division, it is ensured that the heating process will not be too intense or uneven, which helps to extend the service life of the honeycomb ceramic unit. The design of the alternation stage enables the heating power of each honeycomb ceramic unit to smoothly transition and avoids drastic temperature fluctuations.

[0078] More specifically, according to the expected working duration and the initial heating working parameters in the system (such as power, temperature control, heating rate, etc.), the working cycle is divided into several working stages. Based on the divided working stages, analyze the current drive unit, with the aim of determining the drive parameters (such as current, voltage, power, etc.) required for each working stage to ensure that the heating effect of each stage meets the requirements. In the stabilization stage, the current drive unit needs to provide a constant power output. In the alternation stage, the current drive unit gradually adjusts the current to smoothly transition to the next stabilization stage. By analyzing and determining the drive parameters for each stage, it is ensured that the current drive unit can accurately control the heating state of the honeycomb ceramic unit, avoiding overheating or insufficient heating. The gradual adjustment of the current in the alternation stage helps to improve the adaptability of the system, enabling the honeycomb ceramic heating module to dynamically adjust the heating state according to the working requirements.

[0079] More specifically, according to the expected working duration and the initial heating working parameters in the system (such as power, temperature control, heating rate, etc.), the working cycle is divided into several working stages. The current drive parameters required for each working stage are combined to form a complete heating drive scheme. This scheme will guide how the current drive unit provides appropriate power support throughout the working cycle. For example, the parameters in the stable stage will be fixed, while the parameters in the alternating stage will change gradually over time. By reasonably combining the drive parameters of each stage, the overall heating process is optimized, the heating efficiency is improved, and the energy consumption is reduced. By reasonably controlling the current and power, the energy efficiency of each honeycomb ceramic unit is maximized, and unnecessary energy waste is reduced.

[0080] Preferably, the steps of dividing the working stages of the honeycomb ceramic heating module according to the expected working duration and the initial heating working parameters to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode include: S521: Analyze the heat resistance status of the current heating state of the honeycomb ceramic heating module according to the initial heating working parameters to obtain the heat resistance characteristics of each honeycomb ceramic unit of the honeycomb ceramic heating module in the current heating state; wherein, the heat resistance characteristics are used to describe the response performance status of the honeycomb ceramic unit corresponding to the current heating state; S522: Analyze the heat resistance characteristics of each honeycomb ceramic unit in the current heating state according to the heat resistance performance of each honeycomb ceramic unit to obtain the working stage cycle range of each honeycomb ceramic unit; S523: Determine the cycle of the working stage cycle range according to the expected working duration to obtain the stage duration of the stable stage of each honeycomb ceramic unit, and analyze the alternating stage based on each expected working duration for each honeycomb ceramic unit to obtain the alternating stage between each stable stage of each honeycomb ceramic unit; S524: Arrange each stable stage and each alternating stage of each honeycomb ceramic unit in chronological order to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode.

[0081] Specifically, based on the initial heating operating parameters (such as power, current, temperature, etc.), the current heating state of the honeycomb ceramic heating module is analyzed. Here, the focus is on the heat resistance performance of the honeycomb ceramic unit in the current state. For example, the temperature rise rate, maximum operating temperature, thermal stability, etc. of the honeycomb ceramic unit are analyzed. Specifically, through simulation or experimental measurement, the heat resistance characteristics of each honeycomb ceramic unit can be determined, such as its maximum tolerable heat load and the ability to maintain temperature. These characteristics determine the operating range of the honeycomb ceramic unit. The heat resistance characteristics are used to describe the response ability of the honeycomb ceramic unit in the current heating state, such as its stability under a certain heat load, thermal degradation phenomenon, and whether overheating will occur.

[0082] More specifically, through the analysis of the heat resistance situation, the stability of the honeycomb ceramic unit under the current operating conditions can be predicted, thereby avoiding damage caused by overheating. The heat resistance characteristics of different honeycomb ceramic units may vary. Analyzing these characteristics helps to design an optimal operating plan for each unit and avoid premature damage to some units due to excessive load.

[0083] More specifically, after understanding the heat resistance characteristics of each honeycomb ceramic unit, the working cycle is divided according to its heat resistance ability. The heat resistance characteristics and working state of the honeycomb ceramic unit are analyzed to determine the duration of its stable working state and the transition time. This information will be used to analyze the working stage cycle range of each honeycomb ceramic unit in a certain heating state. For example, if the heat resistance characteristics of a certain honeycomb ceramic unit indicate that it can work stably at high temperature for 5 minutes, but overheating may occur after more than 5 minutes, then the cycle range of this unit needs to be adjusted within 5 minutes. Through the cycle range analysis, it can be ensured that the honeycomb ceramic unit operates within its heat resistance range, thereby avoiding equipment damage or efficiency reduction caused by overuse. By understanding the heat resistance performance of each unit, overheating caused by too long a working cycle can be avoided, and the reliability of the equipment can be improved.

[0084] More specifically, based on the expected working duration and the analysis results of the cycle range, the duration of the stable stage of each honeycomb ceramic unit is determined. The stable stage refers to the duration when the unit operates within the normal working temperature range. Usually, it is required that each unit can be stably powered and maintain uniform heating during this stage. On this basis, the working cycle can be divided into multiple stable stages according to the expected working duration. These stages should be evenly distributed so that the unit can complete the heating task within the expected time. According to the heat resistance characteristics and expected working duration of different honeycomb ceramic units, reasonable distribution is carried out to avoid the unit working for too long or too short a time and ensure the efficient completion of the heating task. By reasonably distributing the duration of the stable stage, it helps to reduce the high-load operation of the honeycomb ceramic unit for too long a time, thereby extending the service life of the equipment.

[0085] More specifically, the alternating stage refers to the gradual transition of the heating power or current of the honeycomb ceramic unit from one stable stage to the next. During this process, the working load of the unit will be adjusted accordingly. The analysis of the alternating stage involves evaluating the rate of change of current or power from the previous stable stage to the next stable stage. The duration of the alternating stage and the adjustment process need to be optimized according to the heat resistance characteristics and thermal stability of each honeycomb ceramic unit to ensure that the temperature does not fluctuate violently during the transition, and to avoid the negative impact of unnecessary temperature fluctuations on the equipment. The alternating stage can ensure that when the honeycomb ceramic unit transitions from one stable state to another, the equipment will not be damaged due to excessive temperature fluctuations, and overheating or too rapid cooling can be avoided. Reasonably arranging the duration of the alternating stage can smoothly adjust the heating power of the heating module and ensure more stable operation of the equipment.

[0086] More specifically, after determining the duration of the stable stage and the duration of the alternating stage of each honeycomb ceramic unit, all working stages are arranged in chronological order. Each working stage will be adjusted alternately according to the stable stage and the alternating stage to ensure that the heating process proceeds smoothly throughout the entire expected working duration. When arranging, the specific working characteristics of each honeycomb ceramic unit need to be considered to ensure that the working stages of each unit can alternate without some units overworking or being idle.

[0087] Preferably, the steps of performing current drive control on the honeycomb ceramic heating module according to the module heating drive scheme, so that the current drive unit in the honeycomb ceramic heating module applies a specified current to each of the honeycomb ceramic units at a specified moment, thereby enabling the honeycomb ceramic heating module to be in the expected heating working mode include: S61: Analyze the time nodes of the module heating drive scheme to obtain the scheme parameters to be executed at the current moment, and drive the current drive unit to apply a specified current to each of the honeycomb ceramic units according to the scheme parameters, so that each of the honeycomb ceramic units receives the specified current to be in the corresponding heating state, thereby enabling the honeycomb ceramic heating module to be in the expected heating working mode; Among them, during the execution of the module heating drive scheme, the attitude parameters of the hair dryer are continuously collected and the feature extraction of the timing relationship of the attitude parameters is performed to obtain the subsequent verification features of the hair dryer. Then, the mode matching verification of the expected working mode is performed according to the subsequent verification features to obtain the deviation value between the actual working mode and the expected working mode of the hair dryer. And the deviation value is evaluated according to the preset standard. If the evaluation result shows that the deviation value exceeds the preset standard, corresponding adjustments need to be made to the expected working mode and the corresponding module heating drive scheme.

[0088] Specifically, first, it is necessary to parse the control parameters of each time node in the heating drive scheme. These parameters include the current values of each honeycomb ceramic unit and the moments when they apply current. The key to this step is to ensure that the correct current is applied to each honeycomb ceramic unit at the specified time point by precisely scheduling the parameters of the time node, enabling the honeycomb ceramic heating module to operate according to the predetermined heating mode. For each time node, the system calculates the magnitude and duration of the current to be applied, as well as the heating requirements of each unit. This process requires dynamic adjustment in combination with the current heating demand and the working state of the module.

[0089] More specifically, by precisely parsing the control parameters of the time node, it can be ensured that the honeycomb ceramic unit obtains the appropriate current at the precise moment, thereby achieving efficient and precise heating. The dynamic parsing of the time node enables the heating process to be adjusted according to real-time requirements, making the system highly adaptable to changes in the environment or load.

[0090] More specifically, after analyzing and obtaining the scheme parameters at the current moment, the control system drives the current drive unit to apply the specified current to each honeycomb ceramic unit. The current value and heating time of each honeycomb ceramic unit can be adjusted as needed. This process requires ensuring the application accuracy of the current to guarantee that the honeycomb ceramic unit can stably reach the expected heating temperature. By precisely controlling the application of the current, each honeycomb ceramic unit enters its corresponding heating state, ensuring that the overall honeycomb ceramic heating module can operate in the expected heating working mode. This involves the coordination between the current drive unit and each honeycomb ceramic unit to ensure that each unit works in the appropriate state at the appropriate time.

[0091] More specifically, by precisely controlling the magnitude and application time of the current through the current drive unit, it can be ensured that the honeycomb ceramic unit operates in the optimal working state, thereby improving the heating efficiency and overall performance. The stable application of the current enables each unit to work stably, preventing temperature fluctuations caused by uneven current or overload, and improving the temperature stability and reliability of the system.

[0092] More specifically, during the execution of the module heating drive scheme, the attitude parameters of the hair dryer are continuously collected. The attitude parameters usually include data such as wind speed, wind direction, and wind temperature. These data reflect the working state and heat transfer situation of the hair dryer. Real-time collection of these parameters is to monitor the working state of the hair dryer and provide a basis for subsequent mode verification. Perform a time series analysis on the attitude parameters of the hair dryer to extract characteristic information related to the module heating process. For example, analyze whether the change in wind speed of the hair dryer at different time points matches the heating mode of the honeycomb ceramic unit, and whether there are problems such as excessive cooling or heat concentration.

[0093] More specifically, by collecting the real-time attitude parameters of the hair dryer, the collaborative work between the hair dryer and the heating module can be continuously monitored to ensure that the hair dryer plays the correct role during the heating process, avoiding uneven heating or low efficiency caused by improper hair dryer parameters. Through the feature extraction of the timing relationship, the dynamic association between the hair dryer and the honeycomb ceramic heating module can be deeply analyzed, providing data support for subsequent work mode adjustment.

[0094] More specifically, according to the collected attitude parameters of the hair dryer, subsequent verification features related to the heating process are extracted. These features may include the working stability of the hair dryer, the variation range of the wind speed, the wind temperature fluctuation, etc. These features are used to judge whether the heating process operates according to the expected mode. The extracted subsequent verification features are compared with the expected heating working mode to check the deviation between the actual working mode and the expected working mode. If the actual working mode matches the expected mode, it indicates that the system is operating normally; if the deviation is too large, it is necessary to further adjust the heating mode or the heating drive scheme.

[0095] More specifically, through the extraction of subsequent verification features and pattern matching verification, the heating mode can be adjusted in real time to ensure that the heating process meets the expectations, avoiding deviations in the actual operation of the system. Pattern matching verification can help detect potential problems in the system, such as the incoordination between the hair dryer and the heating module, and provide effective adjustment suggestions, thereby optimizing the overall heating effect.

[0096] More specifically, after the pattern matching verification, the deviation between the actual working mode and the expected working mode is evaluated. If the deviation value exceeds the preset standard, it indicates that there are some problems in the system (such as uneven heating, too high / low temperature, etc.), and the working mode needs to be adjusted. According to the evaluation results, the system will make corresponding adjustments to the expected working mode and the module heating drive scheme. The adjustment content may include modifying the timing of current application, adjusting the working parameters of the hair dryer, optimizing the duration of the heating stage, etc. This process ensures that the heating system can always operate in the optimal state.

[0097] More specifically, by real-time evaluating the deviation and making mode adjustments, the system can flexibly adapt to different working environments and load changes, ensuring that the heating effect always meets the requirements. The process of deviation value evaluation and mode adjustment makes the entire heating system highly adaptable and accurate during the execution process, significantly improving the stability and reliability of the system.

[0098] Refer to Figure 2 As shown, in the second aspect, the present invention provides an energy management system for a wireless hair dryer ceramic heating element, which is used to implement the energy management method for a wireless hair dryer ceramic heating element according to any one of the first aspects, including: A heating startup module, configured to obtain a hair dryer startup instruction and configure initial heating working parameters for a honeycomb ceramic heating module according to the hair dryer startup instruction, so that the honeycomb ceramic heating module is in an initial heating working mode; A function startup module, configured to configure working parameters for a hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer startup instruction, so as to start the hair dryer function module associated with the honeycomb ceramic heating module, enabling the hair dryer to perform a heating and blowing operation; A feature recognition module, configured to continuously collect attitude parameters of the hair dryer to obtain a working attitude parameter sequence of the hair dryer, and identify key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer; A modulus matching module, configured to perform a matching process on the working key features according to a historical database to obtain an expected working mode of the hair dryer; A scheme analysis module, configured to perform a scheme analysis on the honeycomb ceramic heating module for rotational heating operation of each honeycomb ceramic unit according to the expected working mode to obtain a module heating drive scheme for the honeycomb ceramic heating module; A scheme execution module, configured to perform current drive control on the honeycomb ceramic heating module according to the module heating drive scheme, so that a current drive unit in the honeycomb ceramic heating module applies a specified current to each honeycomb ceramic unit at a specified moment, thereby enabling the honeycomb ceramic heating module to be in an expected heating working mode.

[0099] In this embodiment, for the specific implementation of each module in the above system embodiment, please refer to that described in the above method embodiment, and details are not repeated here.

[0100] The above are only the preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, and improvements made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.

Claims

1. An energy management method for a ceramic heating element of a wireless hair dryer, characterized in that, A hair dryer applied with a honeycomb ceramic heating module, the honeycomb ceramic heating module includes a current driving unit and a plurality of independently heat-generating honeycomb ceramic units, the current driving unit is electrically connected to each of the honeycomb ceramic units, and the current driving unit is used to apply current to each of the honeycomb ceramic units to make the honeycomb ceramic unit in a heat-generating state corresponding to the applied current. The method steps include: Obtain a hair dryer start instruction, configure initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction, so that the honeycomb ceramic heating module is in an initial heating working mode, and configure working parameters for the hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction to start the hair dryer function module associated with the honeycomb ceramic heating module, so that the hair dryer performs a heat-generating blowing operation; Continuously collect the attitude parameters of the hair dryer to obtain the working attitude parameter sequence of the hair dryer, and identify the working key features of the working attitude parameter sequence of the hair dryer; Perform a matching process on the working key features according to the historical database to obtain the expected working mode of the hair dryer; Analyze the scheme of the rotation-type heat generation operation of each honeycomb ceramic unit of the honeycomb ceramic heating module according to the expected working mode to obtain the module heat driving scheme of the honeycomb ceramic heating module; Perform current driving control on the honeycomb ceramic heating module according to the module heat driving scheme, so that the current driving unit in the honeycomb ceramic heating module applies a specified current to each of the honeycomb ceramic units at a specified moment, so that the honeycomb ceramic heating module is in the expected heating working mode.

2. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 1, characterized in that, The steps of obtaining a hair dryer start instruction and configuring initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction to make the honeycomb ceramic heating module in an initial heating working mode include: Obtain a hair dryer start instruction, perform instruction matching on the hair dryer start instruction according to a preset instruction library, and retrieve the corresponding initial heating working parameters from the preset instruction library according to the result of the instruction matching; Configure the parameters of the honeycomb ceramic heating module according to the initial heating working parameters to drive the current driving unit in the honeycomb ceramic heating module to perform an operation of applying a current of a specified specification to each honeycomb ceramic unit, so that each honeycomb ceramic unit receives a current of a specified specification to be in a heat-generating state; When each of the honeycomb ceramic units is in a heat-generating state corresponding to the initial heating working parameters, the honeycomb ceramic heating module is in an initial heating working mode.

3. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 1, characterized in that The steps of configuring working parameters for the hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction to start the hair dryer function module associated with the honeycomb ceramic heating module, so that the hair dryer performs a heat-generating blowing operation include: Match the hair dryer startup instruction according to the preset instruction library, and retrieve the working parameters of the corresponding hair dryer function module from the preset instruction library according to the result of the instruction match; wherein, the hair dryer function module includes a blower module, a risk control module, and a safety protection module; Configure the parameters of the hair dryer function module according to the working parameters of the hair dryer function module, so that the hair dryer function module associated with the honeycomb ceramic heating module is in the working mode, so that the hair dryer performs heating and blowing work.

4. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 1, characterized in that, The steps of continuously collecting the attitude parameters of the hair dryer to obtain the working attitude parameter sequence of the hair dryer, and identifying the key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer include: Continuously collect the attitude parameters of the hair dryer to obtain the working attitude parameters of the hair dryer at each moment; wherein, the attitude parameters include acceleration, orientation angle and rotation angle; Perform a time-series arrangement process on the working attitude parameters of the hair dryer at each moment to obtain the working attitude parameter sequence of the hair dryer; Identify the characteristics of the motion trajectory of the working attitude parameter sequence to obtain the motion trajectory characteristics of the hair dryer; Identify the characteristics of the orientation stable state of the working attitude parameter sequence to obtain the orientation stable characteristics of the hair dryer; The motion trajectory characteristics and the orientation stable characteristics of the hair dryer together constitute the working key characteristics of the hair dryer.

5. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 1, characterized in that The steps of matching the working key features according to the historical database to obtain the expected working mode of the hair dryer include: Match the working key features according to the historical reference feature set in the historical database to obtain the historical reference features corresponding to the working key features in the historical reference feature set; Based on the determined historical reference features, perform a positioning identification of the historical working attitude parameter sequence in the historical database to obtain the historical working attitude parameter sequence in the historical database that matches the working key features; Analyze the working mode of the historical working attitude parameter sequence in the historical database that matches the working key features to obtain the expected working mode.

6. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 1, characterized in that, The steps of analyzing the scheme of rotating heating work of each honeycomb ceramic unit of the honeycomb ceramic heating module according to the expected working mode to obtain the module heating drive scheme of the honeycomb ceramic heating module include: Analyze the expected working duration of the honeycomb ceramic heating module according to the expected working mode to obtain the expected working duration of the honeycomb ceramic heating module corresponding to the expected working mode; Divide the working stages of the honeycomb ceramic heating module according to the expected working duration and the initial heating working parameters, so as to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode; wherein, the working stages include stable stages and alternating stages arranged at intervals, the stable stage is the stage in which each honeycomb ceramic unit receives stable power supply from the current driving unit to perform stable heating, and the power supply values received by each honeycomb ceramic unit from the current driving unit in the stable stages at both ends of the alternating stage are different, and the alternating stage is the stage in which the power supply received by each honeycomb ceramic unit gradually changes from the previous stable stage to the next stable stage; Perform stage execution drive analysis on the current driving unit according to several working stages of the honeycomb ceramic heating module, so as to obtain stage execution drive parameters of the current driving unit corresponding to each working stage of the honeycomb ceramic heating module; Combine the stage execution drive parameters of the current driving unit corresponding to each working stage of the honeycomb ceramic heating module, so as to obtain a module heating drive scheme of the honeycomb ceramic heating module.

7. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 6, characterized in that, The steps of dividing the working stages of the honeycomb ceramic heating module according to the expected working duration and the initial heating working parameters to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode include: Perform heat resistance condition analysis on the current heating state of the honeycomb ceramic heating module according to the initial heating working parameters, so as to obtain the heat resistance characteristics of each honeycomb ceramic unit of the honeycomb ceramic heating module in the current heating state; wherein, the heat resistance characteristics are used to describe the response performance status of the honeycomb ceramic unit corresponding to the current heating state; Perform analysis on the cycle range of the heat resistance characteristics of each honeycomb ceramic unit in the current heating state according to the heat resistance performance of each honeycomb ceramic unit, so as to obtain the working stage cycle range of each honeycomb ceramic unit; Determine the cycle of the working stage cycle range according to the expected working duration, so as to obtain the stage duration of the stable stage of each honeycomb ceramic unit, and perform analysis on the alternating stage of the stable stage of each honeycomb ceramic unit based on each expected working duration, so as to obtain the alternating stage between the stable stages of each honeycomb ceramic unit; Arrange each stable stage and each alternating stage of each honeycomb ceramic unit in chronological order, so as to obtain several working stages of the honeycomb ceramic heating module corresponding to the expected working mode.

8. The energy management method of the ceramic heating element of the wireless hair dryer according to claim 2, characterized in that, The steps of the acquisition method of the initial heating working parameters set in the preset instruction library include: Perform content analysis on various forms of hair dryer start instructions, so as to obtain the heating working state of the honeycomb ceramic heating module pointed to by various forms of hair dryer start instructions; Perform heating task allocation for the realization of the state on the heating working state according to the setting information and performance information of each honeycomb ceramic unit in the honeycomb ceramic module, so as to obtain the unit heating task of each honeycomb ceramic unit corresponding to the heating working state; According to the unit heating tasks corresponding to the respective honeycomb ceramic units in the heating working state, analyze the parameter requirements for task execution of the current driving unit in the honeycomb ceramic heating module to obtain the current driving parameters of the current driving unit corresponding to the unit heating tasks of the respective honeycomb ceramic units; Combine the current driving parameters of the current driving unit corresponding to the unit heating tasks of the respective honeycomb ceramic units to obtain the initial heating working parameters.

9. An energy management system for a ceramic heating element of a wireless hair dryer, characterized in that, A method for energy management of a ceramic heating element of a wireless hair dryer, which is used to implement any one of claims 1-8, includes: A heating start module, configured to obtain a hair dryer start instruction, and configure initial heating working parameters for the honeycomb ceramic heating module according to the hair dryer start instruction, so that the honeycomb ceramic heating module is in an initial heating working mode; A function start module, configured to configure working parameters for a hair dryer function module associated with the honeycomb ceramic heating module according to the hair dryer start instruction, so as to start the hair dryer function module associated with the honeycomb ceramic heating module, and enable the hair dryer to perform heating and blowing work; A feature recognition module, configured to continuously collect attitude parameters of the hair dryer to obtain a working attitude parameter sequence of the hair dryer, and identify key features of the working attitude parameter sequence of the hair dryer to obtain the working key features of the hair dryer; A modulus matching module, configured to perform matching processing on the working key features according to a historical database to obtain the expected working mode of the hair dryer; A scheme analysis module, configured to analyze a scheme for the respective honeycomb ceramic units of the honeycomb ceramic heating module to perform rotational heating work according to the expected working mode, so as to obtain a module heating drive scheme for the honeycomb ceramic heating module; A scheme execution module, configured to perform current drive control on the honeycomb ceramic heating module according to the module heating drive scheme, so that the current driving unit in the honeycomb ceramic heating module applies a specified current to the respective honeycomb ceramic units at a specified moment, thereby enabling the honeycomb ceramic heating module to be in an expected heating working mode.

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