Method and device for adjusting output power in real time

Abstract

The invention discloses a method and device for adjusting output power in real time, and the method comprises the steps: detecting a real-time voltage parameter of target equipment, and detecting a real-time temperature parameter of the target equipment; generating a model output result according to the real-time voltage parameter, the real-time temperature parameter and a predetermined target temperature parameter in combination with a predetermined output control model; based on the model output result, determining an output power parameter corresponding to the target equipment; wherein the output power parameter is used for controlling the target equipment to execute output heat adjusting operation matched with the output power parameter on the to-be-heated target glass. Therefore, the voltage value can be acquired in real time, and the corresponding output power can be adjusted in real time, so that the glass tempering heating process can be effectively controlled, and the stability of glass production and glass product quality can be improved.

Description

Technical Field

[0001] The present invention relates to the technical field of heating production equipment, and in particular to a method and device for adjusting output power in real time. Background Art

[0002] Most of the tempered glass equipment in the prior art generates a large amount of heat by heating with electric furnace wires, so that the heated objects reach the set required temperature. This method has been widely used in horizontal roller tempered glass equipment.

[0003] However, with the continuous development of science and technology, people's living standards are gradually improving, and the number of power terminals is also gradually increasing. When multiple devices use electricity at the same time, large voltage fluctuations will occur. Today's heating components only determine the corresponding execution power or heating power based on the temperature. However, the heat provided to the glass corresponding to the power calculated in this way will be different from the actual heat required, which will cause changes in the quality of the glass. It can be seen that it is particularly important to provide a new output power adjustment method to improve the accuracy of determining the output power and thus ensure the quality of the produced glass. Summary of the invention

[0004] The present invention provides a method and device for adjusting output power in real time, which can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, thereby also facilitating improving the stability of glass production and glass product quality.

[0005] In order to solve the above technical problem, the first aspect of the present invention discloses a method for adjusting output power in real time, the method comprising:

[0006] Detecting real-time voltage parameters of a target device, and detecting real-time temperature parameters of the target device;

[0007] Generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with a predetermined output control model;

[0008] Based on the model output result, an output power parameter corresponding to the target device is determined; wherein the output power parameter is used to control the target device to perform an output heat regulation operation matching the output power parameter on the target glass to be heated.

[0009] As an optional embodiment, in the first aspect of the present invention, the method further comprises:

[0010] Determining a target output heat according to the output power parameter, and determining a target control temperature corresponding to the target output heat based on the target output heat;

[0011] Obtaining a heating temperature requirement of the target device, and determining whether the target control temperature matches the heating temperature requirement;

[0012] When it is determined that the target regulation temperature matches the heating temperature requirement, the target device is controlled to perform a power regulation operation that matches the output power parameter.

[0013] As an optional implementation, in the first aspect of the present invention, generating a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with a predetermined output control model includes:

[0014] Determining a temperature difference parameter according to the real-time temperature parameter and a predetermined target temperature parameter;

[0015] The real-time voltage parameter and the temperature difference parameter are input into a predetermined output control model to generate a model output result through the predetermined output control model.

[0016] As an optional implementation manner, in the first aspect of the present invention, before determining the output power parameter corresponding to the target device based on the model output result, the method further includes:

[0017] Acquire real-time status information of the target glass to be heated, and determine the current glass temperature parameter of the target glass based on the real-time status information;

[0018] Based on the current glass temperature parameter, determining a heating requirement parameter of the target glass;

[0019] Wherein, determining the output power parameter corresponding to the target device based on the model output result includes:

[0020] Based on the model output result and the heating demand parameter, an output power parameter corresponding to the target device is determined.

[0021] As an optional implementation manner, in the first aspect of the present invention, determining the output power parameter corresponding to the target device based on the model output result and the heating demand parameter includes:

[0022] Based on the heating requirement parameter, determining a target heating temperature corresponding to the target glass, wherein the target heating temperature at least includes a temperature that the target glass needs to reach;

[0023] Determining a target heat parameter corresponding to the target glass according to the model output result and the target heating temperature;

[0024] An output power parameter corresponding to the target device is determined according to the target heat parameter and the real-time status information.

[0025] As an optional embodiment, in the first aspect of the present invention, the method further comprises:

[0026] Acquire real-time environment information of the current environment where the target device is located, and determine whether there is a target influencing factor in the current environment based on the real-time environment information;

[0027] When it is determined that the target impact factor exists in the current environment, generating an impact association relationship between the target impact factor and the output power parameter according to the target impact factor and the output power parameter;

[0028] According to the impact association relationship, a power update parameter of the output power parameter is determined, and based on the power update parameter, an update operation is performed on the output power parameter to update the output power parameter.

[0029] As an optional implementation manner, in the first aspect of the present invention, determining the power update parameter of the output power parameter according to the impact association relationship includes:

[0030] Acquire historical environment information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environment information and the historical power parameters, determine a model loss parameter corresponding to the target power generation model, and judge whether the model loss parameter meets a preset model operation condition;

[0031] When it is determined that the model loss parameter satisfies the preset model operation condition, the influence association relationship is input into the target power generation model to determine the power update parameter of the output power parameter through the target power generation model; or,

[0032] Predicting a parameter change trend of the output power parameter according to the impact association relationship and the real-time environmental information;

[0033] Based on the parameter variation trend, determining at least one target update parameter matching the parameter variation trend in a predetermined update parameter library;

[0034] A power update parameter of the output power parameter is generated according to all the target update parameters.

[0035] A second aspect of the present invention discloses a device for adjusting output power in real time, the device comprising:

[0036] A detection module, used to detect real-time voltage parameters of a target device and real-time temperature parameters of the target device;

[0037] A generating module, configured to generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and a predetermined target temperature parameter in combination with a predetermined output control model;

[0038] A determination module is used to determine the output power parameters corresponding to the target device based on the model output result; wherein the output power parameters are used to control the target device to perform an output heat regulation operation matching the output power parameters on the target glass to be heated.

[0039] As an optional implementation, in the second aspect of the present invention, the determination module is further used to determine the target output heat according to the output power parameter, and determine the target control temperature corresponding to the target output heat based on the target output heat;

[0040] The device also includes:

[0041] An acquisition module, used to acquire a heating temperature requirement of the target device;

[0042] A judgment module, used to judge whether the target control temperature matches the heating temperature requirement;

[0043] A control module is used to control the target device to perform a power regulation operation that matches the output power parameter when the judgment module determines that the target regulation temperature matches the heating temperature requirement.

[0044] As an optional implementation, in the second aspect of the present invention, the specific manner in which the generation module generates the model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model includes:

[0045] Determining a temperature difference parameter according to the real-time temperature parameter and a predetermined target temperature parameter;

[0046] The real-time voltage parameter and the temperature difference parameter are input into a predetermined output control model to generate a model output result through the predetermined output control model.

[0047] As an optional implementation, in the second aspect of the present invention, the acquisition module is further used to acquire real-time status information of the target glass to be heated before the determination module determines the output power parameter corresponding to the target device based on the model output result;

[0048] The determination module is further used to determine the current glass temperature parameter of the target glass based on the real-time status information; and determine the heating requirement parameter of the target glass based on the current glass temperature parameter;

[0049] The specific manner in which the determination module determines the output power parameter corresponding to the target device based on the model output result includes:

[0050] Based on the model output result and the heating demand parameter, an output power parameter corresponding to the target device is determined.

[0051] As an optional implementation, in the second aspect of the present invention, the specific manner in which the determination module determines the output power parameter corresponding to the target device based on the model output result and the heating demand parameter includes:

[0052] Based on the heating requirement parameter, determining a target heating temperature corresponding to the target glass, wherein the target heating temperature at least includes a temperature that the target glass needs to reach;

[0053] Determining a target heat parameter corresponding to the target glass according to the model output result and the target heating temperature;

[0054] An output power parameter corresponding to the target device is determined according to the target heat parameter and the real-time status information.

[0055] As an optional implementation, in the second aspect of the present invention, the acquisition module is further used to acquire real-time environment information of the current environment where the target device is located;

[0056] The judgment module is further used to judge whether there is a target influencing factor in the current environment based on the real-time environmental information;

[0057] The generating module is further configured to generate an influence association relationship between the target influence factor and the output power parameter according to the target influence factor and the output power parameter when the judging module judges that the target influence factor exists in the current environment;

[0058] The determination module is further configured to determine a power update parameter of the output power parameter according to the impact association relationship, and perform an update operation on the output power parameter based on the power update parameter to update the output power parameter.

[0059] As an optional implementation manner, in the second aspect of the present invention, the specific manner in which the determination module determines the power update parameter of the output power parameter according to the impact association relationship includes:

[0060] Acquire historical environment information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environment information and the historical power parameters, determine a model loss parameter corresponding to the target power generation model, and judge whether the model loss parameter meets a preset model operation condition;

[0061] When it is determined that the model loss parameter satisfies the preset model operation condition, the influence association relationship is input into the target power generation model to determine the power update parameter of the output power parameter through the target power generation model; or,

[0062] Predicting a parameter change trend of the output power parameter according to the impact association relationship and the real-time environmental information;

[0063] Based on the parameter variation trend, determining at least one target update parameter matching the parameter variation trend in a predetermined update parameter library;

[0064] A power update parameter of the output power parameter is generated according to all the target update parameters.

[0065] The third aspect of the present invention discloses another device for adjusting output power in real time, the device comprising:

[0066] A memory storing executable program code;

[0067] a processor coupled to the memory;

[0068] The processor calls the executable program code stored in the memory to execute the method for adjusting output power in real time disclosed in the first aspect of the present invention.

[0069] The fourth aspect of the present invention discloses a computer storage medium, wherein the computer storage medium stores computer instructions, and when the computer instructions are called, they are used to execute the method for adjusting output power in real time disclosed in the first aspect of the present invention.

[0070] Compared with the prior art, the embodiments of the present invention have the following beneficial effects:

[0071] In the embodiment of the present invention, the real-time voltage parameter of the target device is detected, and the real-time temperature parameter of the target device is detected; according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter, in combination with the predetermined output control model, the model output result is generated; based on the model output result, the output power parameter corresponding to the target device is determined; wherein the output power parameter is used to control the target device to perform an output heat regulation operation matching the output power parameter to the target glass to be heated. It can be seen that the implementation of the present invention can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also conducive to improving the stability of glass production and glass product quality. BRIEF DESCRIPTION OF THE DRAWINGS

[0072] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0073] Figure 1 It is a flow chart of a method for adjusting output power in real time disclosed in an embodiment of the present invention;

[0074] Figure 2 It is a flow chart of another method for adjusting output power in real time disclosed in an embodiment of the present invention;

[0075] Figure 3 It is a structural schematic diagram of a device for adjusting output power in real time disclosed in an embodiment of the present invention;

[0076] Figure 4 It is a structural schematic diagram of another device for adjusting output power in real time disclosed in an embodiment of the present invention;

[0077] Figure 5 It is a structural schematic diagram of another device for adjusting output power in real time disclosed in an embodiment of the present invention. DETAILED DESCRIPTION

[0078] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0079] The terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish different objects rather than to describe a specific order. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, device, product or end including a series of steps or units is not limited to the listed steps or units, but may optionally include steps or units that are not listed, or may optionally include other steps or units inherent to these processes, methods, products or ends.

[0080] Reference to "embodiments" herein means that a particular feature, structure, or characteristic described in conjunction with the embodiments may be included in at least one embodiment of the present invention. The appearance of the phrase in various places in the specification does not necessarily refer to the same embodiment, nor is it an independent or alternative embodiment that is mutually exclusive with other embodiments. It is explicitly and implicitly understood by those skilled in the art that the embodiments described herein may be combined with other embodiments.

[0081] The present invention discloses a method and device for adjusting output power in real time, which can collect voltage values ​​in real time and adjust the corresponding output power in real time, so as to achieve effective control of the glass tempering heating process, thereby also facilitating the improvement of glass production and the stability of glass product quality. The following are detailed descriptions.

[0082] Embodiment 1

[0083] See also Figure 1 , Figure 1 1 is a flow chart of a method for adjusting output power in real time disclosed in an embodiment of the present invention. Figure 1 The method for adjusting output power in real time described can be applied to a device for adjusting output power in real time, and can also be applied to the glass heating device itself, wherein the device for adjusting output power in real time can be integrated in a local server or a cloud server, which is not limited in the embodiment of the present invention. Figure 1 As shown, the method for adjusting the output power in real time may include the following operations:

[0084] 101. Detect real-time voltage parameters of a target device, and detect real-time temperature parameters of the target device.

[0085] In the embodiment of the present invention, optionally, the real-time voltage parameter includes a real-time voltage value of the target device; and the real-time temperature parameter includes a real-time temperature value of the target device.

[0086] In an embodiment of the present invention, optionally, the real-time voltage parameter of the target device can be detected by a voltage sensor, wherein the voltage sensor can be one or more of a voltmeter and a multimeter; the real-time temperature parameter of the target device can be detected by a temperature sensor, wherein the temperature sensor can be one or more of a thermocouple temperature sensor, a resistance temperature detection sensor, a semiconductor temperature detection sensor, and an infrared temperature sensor.

[0087] 102. Generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model.

[0088] In the embodiment of the present invention, optionally, the predetermined target temperature parameter may include a predetermined reference temperature value.

[0089] In an embodiment of the present invention, optionally, the predetermined output control model is a predetermined model trained to convergence, wherein the output control model is used to perform data analysis operations on real-time voltage parameters, real-time temperature parameters, and target temperature parameters to generate model output results through the output control model.

[0090] 103. Based on the model output result, determine the output power parameters corresponding to the target device.

[0091] In the embodiment of the present invention, the output power parameter is used to control the target device to perform an output heat regulation operation matching the output power parameter on the target glass to be heated.

[0092] In the embodiment of the present invention, optionally, the output heat regulating operation may include a heating operation corresponding to the target device to the target glass to be heated, so as to achieve a heating operation of performing the required heat on the target glass.

[0093] In the embodiment of the present invention, optionally, the output power parameter may include power corresponding to the heat required by the glass.

[0094] In the embodiment of the present invention, further optionally, the output power parameter corresponding to the target device matches the real-time voltage of the target device.

[0095] It can be seen that the implementation Figure 1The method for adjusting the output power in real time described can detect the real-time voltage parameters and real-time temperature parameters of the target device, generate the model output results according to the real-time voltage parameters, the implementation temperature parameters and the target temperature parameters and in combination with the output control model, determine the output power parameters corresponding to the target device based on the model output results, and can accurately control the heating process by real-time monitoring of the voltage and temperature parameters to ensure that the temperature is maintained within the preset target temperature range. In combination with the real-time parameters and the control model, the energy efficiency of the device can be optimized, thereby facilitating the improvement of the intelligence, accuracy and reliability of controlling the target device to perform the corresponding power output operation to perform the matching heat output operation on the target glass, and can reduce the uncertainty of human operation through automatic control, improve the stability and repeatability of the heating process, and improve the timeliness and accuracy of intelligent control of the target device through analysis of real-time data and real-time adjustment of the output power, so that the target device can be adjusted according to different heating requirements and environmental conditions, and has good adaptability. For heating processes that require precise temperature control, such as glass manufacturing or heat treatment, the automatic control system helps to improve the quality of the final glass product, and thus helps to improve the stability of glass production and glass product quality.

[0096] Embodiment 2

[0097] See also Figure 2 , Figure 2 FIG. 1 is a flow chart of another method for adjusting output power in real time disclosed in an embodiment of the present invention. Figure 2 The method for adjusting output power in real time described can be applied to a device for adjusting output power in real time, and can also be applied to the glass heating device itself, wherein the device for adjusting output power in real time can be integrated in a local server or a cloud server, which is not limited in the embodiment of the present invention. Figure 2 As shown, the method for adjusting the output power in real time may include the following operations:

[0098] 201. Detect real-time voltage parameters of a target device, and detect real-time temperature parameters of the target device.

[0099] 202. Generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model.

[0100] 203. Based on the model output result, determine the output power parameter corresponding to the target device.

[0101] In the embodiment of the present invention, for the detailed description of steps 201 to 203, please refer to the other descriptions of steps 101 to 103 in the first embodiment, and the embodiment of the present invention will not be repeated.

[0102] 204. Determine a target output heat according to the output power parameter, and determine a target control temperature corresponding to the target output heat based on the target output heat.

[0103] In the embodiment of the present invention, optionally, the target output heat is the output heat corresponding to the output power parameter.

[0104] In the embodiment of the present invention, further optionally, the determining the target control temperature corresponding to the target output heat based on the target output heat may include:

[0105] Acquire real-time environmental parameters of the current environment where the target device is located, generate heat output parameters between the target output heat and the real-time environmental parameters based on the real-time environmental parameters and the target output heat, and determine the target control temperature corresponding to the target output heat based on the heat output parameters; wherein the target control temperature includes the control temperature value corresponding to the target output heat.

[0106] 205. Obtain the heating temperature requirement of the target device, and determine whether the target control temperature matches the heating temperature requirement.

[0107] In the embodiment of the present invention, optionally, the heating temperature requirement of the target device may include a heating temperature value corresponding to the target device. Further optionally, the heating temperature requirement of the target device may be obtained in real time, or may be obtained regularly according to a time period, or may be obtained when power regulation of the target device is required, which is not specifically limited in the embodiment of the present invention.

[0108] In the embodiment of the present invention, optionally, the above-mentioned determination of whether the target control temperature matches the heating temperature requirement may include:

[0109] Determine a first temperature value according to a target control temperature, and determine a second temperature value according to a heating temperature requirement;

[0110] Determining whether the first temperature value is the same as the second temperature value;

[0111] When it is determined that the first temperature value is the same as the second temperature value, it is determined that the target control temperature matches the heating temperature requirement; when it is determined that the first temperature value is not the same as the second temperature value, it is determined that the target control temperature does not match the heating temperature requirement.

[0112] 206. When it is determined that the target control temperature matches the heating temperature requirement, the target device is controlled to perform a power control operation that matches the output power parameter.

[0113] In the embodiment of the present invention, further optionally, the above method may also include:

[0114] When it is determined that the target control temperature does not match the heating temperature requirement, the control temperature difference between the target control temperature and the heating temperature requirement is calculated, and based on the control temperature difference, the output power parameter is updated, and the operation of determining the target output heat according to the output power parameter and the target output heat based on the target output heat is re-triggered to determine the target control temperature corresponding to the target output heat, and the operation of triggering the execution of obtaining the heating temperature requirement of the target device and determining whether the target control temperature matches the heating temperature requirement is triggered.

[0115] In this optional embodiment, optionally, for example, the method for adjusting the output power in real time can be to adjust the power output through a power control circuit, wherein the power control circuit can include a thermocouple, a temperature collector, a heating furnace wire, a solid-state relay, a trigger module, a voltmeter and an industrial computer, wherein the voltmeter is connected to the glass tempering heating circuit and the voltmeter is connected in parallel to the heating circuit, the voltmeter is used to collect the production voltage in real time, the industrial computer is used to collect the voltage value and the temperature and combine with the predetermined output control module to calculate and output the power, the temperature in the production glass is collected through the thermocouple and the temperature collection module and transmitted to the industrial computer, wherein the control component includes a heating furnace wire, a solid-state relay and a trigger module, wherein the trigger module is used to output the calculated power, and control the heating furnace wire and the solid-state relay to control the heat required to heat the target glass. Furthermore, the output control module can be integrated in the host computer, PLC or computer, and the output power can be calculated after the model is calculated, so as to control the stable output of the required heating; or, the output control module can integrate the output control model in itself and calculate the heating power and heating heat required to control the heating equipment according to the changes in conditions, so as to achieve direct and stable output.

[0116] It can be seen that the implementation Figure 2The method for adjusting output power in real time described can determine the target output heat according to the output power parameters and determine the corresponding target control temperature based on the target output heat, obtain the heating temperature demand of the target device and judge whether the target control temperature matches the heating temperature demand, and if they match, control the target device to perform a power control operation matching the output power parameters, and can more accurately control the heat output in the heating system to meet specific needs by accurately determining the target output heat and the corresponding target control temperature, and can adjust the device power based on the target output heat, which helps to optimize the energy efficiency of the entire system, and by accurately matching the target control temperature and the heating temperature demand, and performing the corresponding The power regulation operation can reduce the operating cost, and is conducive to improving the accuracy and reliability of the power regulation operation executed by the control target device, as well as the intelligence and efficiency of the power regulation operation executed by the control target device. By acquiring and analyzing the heating temperature requirements of the equipment in real time, the system can adapt to environmental changes, such as outdoor temperature fluctuations, thereby providing a more comfortable indoor environment. By meeting the heating temperature requirements of the user, a more stable and comfortable indoor thermal environment is provided, thereby improving user satisfaction. The voltage value can be collected in real time and the corresponding output power can be adjusted in real time to achieve effective control of the glass tempering heating process, which is also conducive to improving the stability of glass production and glass product quality.

[0117] In an optional embodiment, according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter, in combination with the predetermined output control model, a model output result is generated, including:

[0118] Determine a temperature difference parameter according to the real-time temperature parameter and a predetermined target temperature parameter;

[0119] The real-time voltage parameter and the temperature difference parameter are input into a predetermined output control model to generate a model output result through the predetermined output control model.

[0120] In this optional embodiment, optionally, the temperature difference parameter includes a temperature difference between a temperature value corresponding to the real-time temperature parameter and a temperature value corresponding to a predetermined target temperature parameter.

[0121] In this optional embodiment, further optionally, the above method may also include: based on the model output result, performing a model optimization operation on a predetermined output control model to update the output control model.

[0122] It can be seen that the implementation of this optional embodiment can determine the temperature difference parameter according to the real-time temperature parameter and the predetermined target temperature parameter, input the real-time voltage parameter and the temperature difference parameter into the predetermined output control model, so as to generate the model output result through the predetermined output control model, and can adjust the power output according to the actual needs through real-time monitoring and adjustment, which is conducive to improving the accuracy and reliability of adjusting the power output, and is conducive to improving the intelligence and efficiency of adjusting the power output, and the real-time adjustment can ensure that the temperature is closer to the target temperature, reduce temperature fluctuations, and provide users with more stable and accurate temperature control, and combine real-time data with a predetermined control model to continuously optimize the control parameters and improve the adaptability and effectiveness of the control algorithm, so as to provide users with a more comfortable and personalized environment, meet the specific temperature requirements of different users, reduce manual intervention through the automated control process, improve management efficiency, and also lay the foundation for further intelligent upgrading, and can be adjusted and expanded according to different application scenarios and needs, with good flexibility, so as to improve user satisfaction, can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, and thus is also conducive to improving the stability of glass production and glass product quality.

[0123] In another optional embodiment, before determining the output power parameter corresponding to the target device based on the model output result, the method further includes:

[0124] Acquire real-time status information of the target glass to be heated, and determine the current glass temperature parameter of the target glass based on the real-time status information;

[0125] Based on the current glass temperature parameters, determine the heating requirement parameters of the target glass;

[0126] Among them, based on the model output result, the output power parameters corresponding to the target device are determined, including:

[0127] Based on the model output results and heating demand parameters, the output power parameters corresponding to the target equipment are determined.

[0128] In this optional embodiment, the real-time status information of the target glass may include one or more of the real-time temperature information, real-time humidity information, real-time size information, real-time thickness information, and material information of the target glass; wherein the real-time temperature information in the real-time status information of the target glass may be obtained by a temperature sensor. Further optionally, the current glass temperature parameter may include the current temperature value of the target glass.

[0129] In this optional embodiment, optionally, determining the heating requirement parameter of the target glass based on the current glass temperature parameter may include:

[0130] Based on the current glass temperature parameters and the heating temperature requirement, determining the manufacturing requirement information of the target glass, wherein the manufacturing requirement information includes one or more of the heating time requirement information, heating method requirement information, heating rate requirement information, and heating temperature requirement information of the target glass;

[0131] Based on the manufacturing demand information, a heating demand curve is generated, and according to the heating demand curve, heating demand parameters of the target glass are generated.

[0132] It can be seen that the implementation of this optional embodiment can obtain the real-time status information of the target glass to be heated, determine the current glass temperature parameters of the target glass based on the real-time status information, determine the heating requirement parameters of the target glass based on the current glass temperature parameters, and determine the output power parameters corresponding to the target device based on the model output results and the heating requirement parameters. By obtaining the status information and temperature parameters of the glass in real time, the heating process can be controlled more accurately to ensure that the glass is heated to the required temperature to meet specific processing or use requirements. In addition, the output power can be determined based on the model output and the heating requirement parameters, which can optimize energy use, reduce unnecessary energy waste, and improve the energy efficiency of the heating equipment. By accurately controlling the heating process, the heat generated by uneven heating or Glass defects caused by overheating, ensuring the quality of the generated glass products, and being able to flexibly adjust according to different types of glass and different heating requirements, with strong adaptability, reducing dependence on manual operation through automated control process, reducing the possibility of human error, and being conducive to improving the intelligence and efficiency of controlling the output power of the target device and performing heating operations on the target glass, as well as being conducive to improving the accuracy and reliability of controlling the output power of the target device and performing heating operations on the target glass, thereby improving user satisfaction, being able to collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, and thus being conducive to improving the stability of glass production and glass product quality.

[0133] In yet another optional embodiment, determining the output power parameter corresponding to the target device based on the model output result and the heating demand parameter includes:

[0134] Based on the heating demand parameter, determining a target heating temperature corresponding to the target glass, wherein the target heating temperature at least includes a temperature that the target glass needs to reach;

[0135] Determine the target heat parameters corresponding to the target glass according to the model output results and the target heating temperature;

[0136] According to the target heat parameters and real-time status information, the output power parameters corresponding to the target device are determined.

[0137] In this optional embodiment, optionally, determining the target heat parameter corresponding to the target glass according to the model output result and the target heating temperature may include:

[0138] According to the model output result, predict the heating dynamic parameters of the target device during the heating process of the target glass, wherein the heating dynamic parameters include one or more of the temperature change parameters, the shape change parameters, and the thickness change parameters of the target glass;

[0139] Based on the dynamic parameters of heating, the total amount of heat that the target glass needs to absorb during the heating process is calculated, and based on the total amount of heat that the target glass needs to absorb during the heating process, the target heat parameter corresponding to the target glass is determined.

[0140] In this optional embodiment, optionally, determining the output power parameter corresponding to the target device according to the target heat parameter and the real-time status information may include:

[0141] The target heat parameters and real-time status information are input into a predetermined heating power generation model, so as to perform data analysis operations on the target heat parameters and real-time status information through the heating power generation model to obtain data analysis results, and based on the data analysis results, determine the output power parameters corresponding to the target device.

[0142] It can be seen that the implementation of this optional embodiment can determine the target heating temperature that the target glass needs to reach based on the heating demand parameter, determine the target heat parameter corresponding to the target glass according to the model output result and the target heating temperature, and determine the output power parameter corresponding to the target device according to the target heat parameter and the real-time status information. By accurately calculating the required heat and power, overheating or insufficient heating can be avoided, thereby improving the heating efficiency. By ensuring that the glass reaches the required target heating temperature, the processing quality of the product can be guaranteed, and defects caused by uneven or substandard temperature can be avoided. It can also be flexibly adjusted according to different heating requirements and real-time status information, so that the device can adapt to various heating tasks. The possibility of human operation errors is reduced through the automated and precisely controlled heating process, and the safety of the production process is improved. It is conducive to improving the intelligence and efficiency of the output power control of the target device and the heating operation of the target glass, and is conducive to improving the accuracy and reliability of the output power control of the target device and the heating operation of the target glass, thereby improving user satisfaction. It can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also conducive to improving the stability of glass production and glass product quality.

[0143] In yet another optional embodiment, the method further comprises:

[0144] Obtaining real-time environment information of the current environment where the target device is located, and judging whether there is a target influencing factor in the current environment based on the real-time environment information;

[0145] When it is determined that the target influencing factor exists in the current environment, an influencing correlation relationship between the target influencing factor and the output power parameter is generated according to the target influencing factor and the output power parameter;

[0146] According to the influencing association relationship, a power update parameter of the output power parameter is determined, and based on the power update parameter, an update operation is performed on the output power parameter to update the output power parameter.

[0147] In this optional embodiment, optionally, the real-time environment information of the current environment where the target device is located may include one or more of real-time temperature information, real-time humidity information, and real-time air flow speed information.

[0148] In this optional embodiment, optionally, generating the influence association relationship between the target influence factor and the output power parameter according to the target influence factor and the output power parameter may include:

[0149] Acquiring historical impact information, wherein the historical impact information includes the history of the current environment and the impact relationship between the environmental information and the output power of the target device;

[0150] Perform data collection and operation on the historical impact information, the target impact factor, and the output power parameter to establish an impact association relationship between the target impact factor and the output power parameter.

[0151] It can be seen that the implementation of this optional embodiment can obtain the real-time environmental information of the current environment where the target device is located and determine whether there is a target influencing factor in the current environment based on the real-time environmental information. If so, an influence association relationship is generated according to the target influencing factor and the output power parameter, and the power update parameter of the output power parameter is determined according to the influence association relationship. The output power parameter is updated based on the power update parameter to update the output power parameter. The output power parameter can be intelligently adjusted and updated in real time based on the real-time environmental information, and can adapt to different environmental conditions to ensure that the best heating performance can be maintained under various circumstances. The real-time adjustment of the power parameters can ensure that the heating process is more efficient, and by accurately controlling the heating process, it can avoid the occurrence of environmental changes. Product quality problems caused by variability, and dynamically adjusting the output power parameters can help maintain the stability of the heating process, reduce fluctuations caused by environmental changes, and be able to monitor environmental conditions in real time and make timely adjustments, which can reduce safety risks caused by environmental changes, and can quickly respond to environmental changes, improve the flexibility and response speed of the production process, and through automated monitoring and adjustment, achieve intelligent production control, reduce manual intervention, and make more scientific and accurate decisions based on real-time collected environmental data and power parameters, thereby improving user satisfaction. It can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also beneficial to improving the stability of glass production and glass product quality.

[0152] In yet another optional embodiment, determining a power update parameter of an output power parameter according to the impact association relationship includes:

[0153] Obtain historical environment information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environment information and historical power parameters, determine the model loss parameters corresponding to the target power generation model, and judge whether the model loss parameters meet the preset model operation conditions;

[0154] When it is determined that the model loss parameter satisfies the preset model operation condition, the influence association relationship is input into the target power generation model to determine the power update parameter of the output power parameter through the target power generation model; or,

[0155] Predict the parameter change trend of output power parameters based on the impact correlation and real-time environmental information;

[0156] Based on the parameter change trend, determining at least one target update parameter matching the parameter change trend in a predetermined update parameter library;

[0157] A power update parameter of an output power parameter is generated according to all target update parameters.

[0158] In this optional embodiment, optionally, the historical environmental information may include one or more of historical temperature information, historical humidity information, historical air pressure information, historical wind speed information, historical wind direction information, and historical light intensity information of the current environment within a preset historical time period; the historical power parameters may include one or more of the output power value and output power change value of the target device within a preset historical time period.

[0159] In this optional embodiment, optionally, the above-mentioned determination of whether the model loss parameter meets the preset model operation condition may include:

[0160] Determine whether the model loss value corresponding to the model loss parameter is less than or equal to the loss value corresponding to the preset model operating condition;

[0161] When it is determined that the model loss value corresponding to the model loss parameter is less than or equal to the loss value corresponding to the preset model operating condition, it is determined that the model loss parameter meets the preset model operating condition; when it is determined that the model loss value corresponding to the model loss parameter is greater than the loss value corresponding to the preset model operating condition, it is determined that the model loss parameter does not meet the preset model operating condition.

[0162] In this optional embodiment, further optionally, when it is determined that the model loss parameters do not meet the preset model operating conditions, the operation of constructing a target power generation model based on historical environmental information and historical power parameters, determining the model loss parameters corresponding to the target power generation model, and determining whether the model loss parameters meet the preset model operating conditions is re-triggered.

[0163] In this optional embodiment, optionally, predicting the parameter change trend of the output power parameter according to the impact association relationship and the real-time environmental information may include:

[0164] An information fitting operation is performed on the influencing association relationship and the real-time environmental information to obtain an information fitting result, and based on the information fitting result, a parameter change trend of the output power parameter in a preset future time period is generated.

[0165] In this optional embodiment, optionally, the power update parameters of the output power parameters include at least all target update parameters.

[0166] In this optional embodiment, it is further optional that after the power parameters are updated, the operating status information of the target device is obtained, and based on the operating status information, a model update operation is performed on the target power generation model. This can ensure that the updated power parameters can meet actual needs, and continuously optimize the target power generation model according to real-time monitoring results and feedback to improve its prediction accuracy, and can also record detailed information of the power update operation, including environmental conditions, model prediction results, actual power update parameters, etc., for subsequent data analysis and process optimization.

[0167] It can be seen that the implementation of this optional embodiment can obtain the historical environmental information of the current environment and the historical power parameters of the target device, build a target power generation model based on the historical environmental information and historical power parameters, determine the model loss parameters corresponding to the target power generation model and judge whether the preset model operating conditions are met. If so, the impact association relationship is input into the target power generation model to determine the power update parameters of the output power parameters, and predict the parameter change trend of the output power parameters based on the impact association relationship and real-time environmental information, determine the target update parameters that match the parameter change trend in the update parameter library based on the parameter change trend, generate the power update parameters of the output power parameters based on all the target update parameters, and can build a more accurate target power generation model by utilizing the historical environmental information and historical power parameters, thereby improving the accuracy of predicting future power demand, and can Automatically adjust power parameters according to real-time environmental changes and historical data to improve adaptability to different environmental conditions. By accurately predicting and adjusting power parameters, energy can be used more efficiently. By dynamically adjusting power parameters, the interference of environmental changes on the production process can be reduced, and production stability can be improved. Through model prediction and intelligent algorithms, more intelligent equipment control can be achieved. By quickly responding to environmental changes and adjusting power parameters, it is beneficial to improve production efficiency. By continuously collecting data and optimizing models, the method of determining power parameters can be continuously improved. The constructed models and methods can adapt to different equipment and environmental conditions, have good flexibility and scalability, thereby improving user satisfaction. It can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also beneficial to improving the stability of glass production and glass product quality.

[0168] Embodiment 3

[0169] See also Figure 3 , Figure 3 Schematic diagram of a device for adjusting output power in real time disclosed in an embodiment of the present invention. Figure 3 As shown, the device for adjusting the output power in real time may include:

[0170] The detection module 301 is used to detect the real-time voltage parameters of the target device and the real-time temperature parameters of the target device;

[0171] A generating module 302, for generating a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model;

[0172] The determination module 303 is used to determine the output power parameters corresponding to the target device based on the model output result; wherein the output power parameters are used to control the target device to perform an output heat regulation operation matching the output power parameters to the target glass to be heated.

[0173] It can be seen that the implementation Figure 3 The described device can detect the real-time voltage parameters and real-time temperature parameters of the target device, generate the model output results according to the real-time voltage parameters, the implementation temperature parameters and the target temperature parameters and in combination with the output control model, determine the output power parameters corresponding to the target device based on the model output results, and can accurately control the heating process by real-time monitoring of the voltage and temperature parameters to ensure that the temperature is maintained within the preset target temperature range. In combination with the real-time parameters and the control model, the energy efficiency of the device can be optimized, which is conducive to improving the intelligence, accuracy and reliability of controlling the target device to perform the corresponding power output operation to perform the matching heat output operation on the target glass, and can reduce the uncertainty of human operation through automatic control, improve the stability and repeatability of the heating process, and can improve the timeliness and accuracy of intelligent control of the target device through analysis of real-time data and real-time adjustment of the output power, so that the target device can be adjusted according to different heating requirements and environmental conditions, and has good adaptability. For heating processes that require precise temperature control, such as glass manufacturing or heat treatment, the automatic control system helps to improve the quality of the final glass product, and is also conducive to improving the stability of glass production and glass product quality.

[0174] In an optional embodiment, if Figure 4 As shown, the determination module 303 is further used to determine the target output heat according to the output power parameter, and determine the target control temperature corresponding to the target output heat based on the target output heat;

[0175] The device also includes:

[0176] An acquisition module 304 is used to acquire a heating temperature requirement of a target device;

[0177] A judgment module 305 is used to judge whether the target control temperature matches the heating temperature requirement;

[0178] The control module 306 is used to control the target device to perform a power regulation operation that matches the output power parameter when the determination module 305 determines that the target regulation temperature matches the heating temperature requirement.

[0179] It can be seen that the implementation Figure 4 The described device can determine the target output heat according to the output power parameter and determine the corresponding target control temperature based on the target output heat, obtain the heating temperature demand of the target device to determine whether the target control temperature matches the heating temperature demand, and if they match, control the target device to perform a power control operation matching the output power parameter. By accurately determining the target output heat and the corresponding target control temperature, the heat output in the heating system can be more accurately controlled to meet specific needs, and the device power can be adjusted based on the target output heat, which is helpful to optimize the energy efficiency of the entire system. By accurately matching the target control temperature and the heating temperature demand and performing the corresponding power control operation, the operating cost can be reduced, and it is beneficial to improve the accuracy and reliability of the power control operation performed by the control target device, and it is beneficial to improve the intelligence and efficiency of the power control operation performed by the control target device. By real-time acquisition and analysis of the heating temperature demand of the device, the system can adapt to environmental changes, such as outdoor temperature fluctuations, thereby providing a more comfortable indoor environment. By meeting the heating temperature demand of the user, a more stable and comfortable indoor thermal environment is provided, thereby improving user satisfaction. The voltage value can be collected in real time and the corresponding output power can be adjusted in real time to achieve effective control of the glass tempering heating process, which is also beneficial to improving the stability of glass production and glass product quality.

[0180] In another optional embodiment, Figure 4 As shown, the specific manner in which the generation module 302 generates the model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model includes:

[0181] Determine a temperature difference parameter according to the real-time temperature parameter and a predetermined target temperature parameter;

[0182] The real-time voltage parameter and the temperature difference parameter are input into a predetermined output control model to generate a model output result through the predetermined output control model.

[0183] It can be seen that the implementation Figure 4The described device can determine the temperature difference parameter according to the real-time temperature parameter and the predetermined target temperature parameter, input the real-time voltage parameter and the temperature difference parameter into the predetermined output control model, so as to generate the model output result through the predetermined output control model, and can adjust the power output according to the actual demand through real-time monitoring and adjustment, which is conducive to improving the accuracy and reliability of adjusting the power output, and is conducive to improving the intelligence and efficiency of adjusting the power output, and the real-time adjustment can ensure that the temperature is closer to the target temperature, reduce temperature fluctuations, and provide users with more stable and accurate temperature control, and combine the real-time data with the predetermined control model, and can continuously optimize the control parameters, improve the adaptability and effectiveness of the control algorithm, so as to provide users with a more comfortable and personalized environment, meet the specific temperature requirements of different users, reduce manual intervention through the automated control process, improve management efficiency, and also lay the foundation for further intelligent upgrading, and can be adjusted and expanded according to different application scenarios and needs, with good flexibility, so as to improve user satisfaction, can collect voltage values ​​in real time and adjust the corresponding output power in real time, so as to achieve effective control of the glass tempering heating process, and further help to improve the stability of glass production and glass product quality.

[0184] In yet another optional embodiment, Figure 4 As shown, the acquisition module 304 is also used to obtain the real-time state information of the target glass to be heated before the determination module 303 determines the output power parameter corresponding to the target device based on the model output result;

[0185] The determination module 303 is further used to determine the current glass temperature parameter of the target glass based on the real-time state information; and determine the heating requirement parameter of the target glass based on the current glass temperature parameter;

[0186] The specific manner in which the determination module 303 determines the output power parameter corresponding to the target device based on the model output result includes:

[0187] Based on the model output results and heating demand parameters, the output power parameters corresponding to the target equipment are determined.

[0188] It can be seen that the implementation Figure 4The described device can obtain real-time status information of the target glass to be heated, determine the current glass temperature parameters of the target glass based on the real-time status information, determine the heating demand parameters of the target glass based on the current glass temperature parameters, and determine the output power parameters corresponding to the target device based on the model output results and the heating demand parameters. By obtaining the status information and temperature parameters of the glass in real time, the heating process can be controlled more accurately to ensure that the glass is heated to the required temperature to meet specific processing or use requirements. In addition, the output power can be determined based on the model output and the heating demand parameters, which can optimize energy use, reduce unnecessary energy waste, and improve the energy efficiency of the heating equipment. By accurately controlling the heating process, the heat generated by uneven heating or excessive heating can be reduced. Glass defects caused by heat, ensuring the quality of the generated glass products, and can be flexibly adjusted according to different types of glass and different heating requirements, with strong adaptability, reducing dependence on manual operation through automated control process, reducing the possibility of human error, and is conducive to improving the intelligence and efficiency of controlling the output power of the target device and performing heating operations on the target glass, as well as helping to improve the accuracy and reliability of controlling the output power of the target device and performing heating operations on the target glass, thereby improving user satisfaction, being able to collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is further conducive to improving the stability of glass production and glass product quality.

[0189] In yet another optional embodiment, Figure 4 As shown, the specific manner in which the determination module 303 determines the output power parameter corresponding to the target device based on the model output result and the heating demand parameter includes:

[0190] Based on the heating demand parameter, determining a target heating temperature corresponding to the target glass, wherein the target heating temperature at least includes a temperature that the target glass needs to reach;

[0191] Determine the target heat parameters corresponding to the target glass according to the model output results and the target heating temperature;

[0192] According to the target heat parameters and real-time status information, the output power parameters corresponding to the target device are determined.

[0193] It can be seen that the implementation Figure 4The described device can determine the target heating temperature that the target glass needs to reach based on the heating demand parameter, determine the target heat parameter corresponding to the target glass according to the model output result and the target heating temperature, and determine the output power parameter corresponding to the target device according to the target heat parameter and the real-time status information. It can avoid overheating or insufficient heating by accurately calculating the required heat and power, thereby improving the heating efficiency. By ensuring that the glass reaches the required target heating temperature, the processing quality of the product can be guaranteed, and defects caused by uneven or substandard temperature can be avoided. It can also be flexibly adjusted according to different heating requirements and real-time status information, so that the device can adapt to various heating tasks. The possibility of human operation errors is reduced through the automated and precisely controlled heating process, and the safety of the production process is improved. It is conducive to improving the intelligence and efficiency of the output power control of the target device and the heating operation of the target glass, and is conducive to improving the accuracy and reliability of the output power control of the target device and the heating operation of the target glass, thereby improving user satisfaction. It can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also conducive to improving the stability of glass production and glass product quality.

[0194] In yet another optional embodiment, Figure 4 As shown, the acquisition module 304 is also used to obtain real-time environment information of the current environment where the target device is located;

[0195] The judgment module 305 is further used to judge whether there is a target influencing factor in the current environment based on the real-time environmental information;

[0196] The generating module 302 is further configured to generate an impact correlation relationship between the target impact factor and the output power parameter according to the target impact factor and the output power parameter when the judging module 305 judges that the target impact factor exists in the current environment;

[0197] The determination module 303 is further configured to determine a power update parameter of the output power parameter according to the influencing association relationship, and perform an update operation on the output power parameter based on the power update parameter to update the output power parameter.

[0198] It can be seen that the implementation Figure 4The described device can obtain the real-time environmental information of the current environment where the target device is located and determine whether there is a target influencing factor in the current environment based on the real-time environmental information. If so, an influence association relationship is generated according to the target influencing factor and the output power parameter, and a power update parameter of the output power parameter is determined according to the influence association relationship. Based on the power update parameter, an update operation is performed on the output power parameter to update the output power parameter. The device can intelligently adjust and update the output power parameter in real time based on the real-time environmental information, can adapt to different environmental conditions, and ensure that the best heating performance can be maintained in various situations. Real-time adjustment of power parameters can ensure that the heating process is more efficient, and by accurately controlling the heating process, it can avoid the occurrence of environmental changes. product quality issues, and dynamically adjusting the output power parameters helps maintain the stability of the heating process, reduces fluctuations caused by environmental changes, and can monitor environmental conditions in real time and make timely adjustments, which can reduce safety risks caused by environmental changes, and can quickly respond to environmental changes, improve the flexibility and response speed of the production process, and realize intelligent production control through automated monitoring and adjustment, reduce manual intervention, and make more scientific and accurate decisions based on real-time collected environmental data and power parameters, thereby improving user satisfaction. It can collect voltage values ​​in real time and adjust the corresponding output power in real time to achieve effective control of the glass tempering heating process, which is also beneficial to improving the stability of glass production and glass product quality.

[0199] In yet another optional embodiment, Figure 4 As shown, the specific manner in which the determination module 303 determines the power update parameter of the output power parameter according to the impact association relationship includes:

[0200] Obtain historical environment information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environment information and historical power parameters, determine the model loss parameters corresponding to the target power generation model, and judge whether the model loss parameters meet the preset model operation conditions;

[0201] When it is determined that the model loss parameter satisfies the preset model operation condition, the influence association relationship is input into the target power generation model to determine the power update parameter of the output power parameter through the target power generation model; or,

[0202] Predict the parameter change trend of output power parameters based on the impact correlation and real-time environmental information;

[0203] Based on the parameter change trend, determining at least one target update parameter matching the parameter change trend in a predetermined update parameter library;

[0204] A power update parameter of an output power parameter is generated according to all target update parameters.

[0205] It can be seen that the implementation Figure 4 The described device can obtain historical environmental information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environmental information and historical power parameters, determine the model loss parameters corresponding to the target power generation model and judge whether the preset model operating conditions are met, if so, input the impact association relationship into the target power generation model to determine the power update parameters of the output power parameters, or, predict the parameter change trend of the output power parameters based on the impact association relationship and real-time environmental information, determine the target update parameters that match the parameter change trend in the update parameter library based on the parameter change trend, generate the power update parameters of the output power parameters based on all the target update parameters, and can build a more accurate target power generation model by utilizing the historical environmental information and historical power parameters, thereby improving the prediction accuracy of future power demand, and can The power parameters are automatically adjusted according to environmental changes and historical data to improve adaptability to different environmental conditions. By accurately predicting and adjusting power parameters, energy can be used more efficiently. By dynamically adjusting power parameters, the interference of environmental changes on the production process can be reduced, and production stability can be improved. Through model prediction and intelligent algorithms, more intelligent equipment control can be achieved. By quickly responding to environmental changes and adjusting power parameters, production efficiency can be improved. By continuously collecting data and optimizing models, the method for determining power parameters can be continuously improved. The constructed models and methods can adapt to different equipment and environmental conditions, with good flexibility and scalability, thereby improving user satisfaction. The voltage value can be collected in real time and the corresponding output power can be adjusted in real time to achieve effective control of the glass tempering heating process, which is beneficial to improving the stability of glass production and glass product quality.

[0206] Embodiment 4

[0207] See also Figure 5 , Figure 5 FIG. 1 is a schematic diagram of the structure of another device for adjusting output power in real time disclosed in an embodiment of the present invention. Figure 5 As shown, the device for adjusting the output power in real time may include:

[0208] A memory 401 storing executable program codes;

[0209] a processor 402 coupled to the memory 401;

[0210] The processor 402 calls the executable program code stored in the memory 401 to execute the steps in the method for adjusting the output power in real time described in the first embodiment of the present invention or the second embodiment of the present invention.

[0211] Embodiment 5

[0212] An embodiment of the present invention discloses a computer storage medium storing computer instructions. When the computer instructions are called, they are used to execute the steps of the method for adjusting output power in real time described in Embodiment 1 or Embodiment 2 of the present invention.

[0213] Embodiment 6

[0214] An embodiment of the present invention discloses a computer program product, which includes a non-transitory computer-readable storage medium storing a computer program, and the computer program is operable to enable a computer to execute the steps in the method for adjusting output power in real time described in Embodiment 1 or Embodiment 2.

[0215] The device embodiments described above are only illustrative, wherein the modules described as separate components may or may not be physically separated, and the components displayed as modules may or may not be physical modules, i.e., they may be located in one place, or they may be distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Those of ordinary skill in the art may understand and implement it without creative work.

[0216] Through the specific description of the above embodiments, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on such an understanding, the above technical solution can be essentially or partly contributed to the prior art in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, and the storage medium includes a read-only memory (ROM), a random access memory (RAM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), a one-time programmable read-only memory (OTPROM), an electronically erasable rewritable read-only memory (EEPROM), a compact disc (CD-ROM) or other optical disc storage, magnetic disk storage, magnetic tape storage, or any other computer-readable medium that can be used to carry or store data.

[0217] Finally, it should be noted that the method and device for adjusting output power in real time disclosed in the embodiment of the present invention disclose only the preferred embodiments of the present invention, which are only used to illustrate the technical solution of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, it should be understood by those skilled in the art that the technical solutions described in the aforementioned embodiments can still be modified, or some of the technical features therein can be replaced by equivalents. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the various embodiments of the present invention.

Claims

1. A method for adjusting output power in real time, characterized in that: The method comprises: Detecting real-time voltage parameters of a target device, and detecting real-time temperature parameters of the target device; Generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with a predetermined output control model; Based on the model output result, an output power parameter corresponding to the target device is determined; wherein the output power parameter is used to control the target device to perform an output heat regulation operation matching the output power parameter on the target glass to be heated.

2. The method for adjusting output power in real time according to claim 1, characterized in that: The method further comprises: Determining a target output heat according to the output power parameter, and determining a target control temperature corresponding to the target output heat based on the target output heat; Obtaining a heating temperature requirement of the target device, and determining whether the target control temperature matches the heating temperature requirement; When it is determined that the target regulation temperature matches the heating temperature requirement, the target device is controlled to perform a power regulation operation that matches the output power parameter.

3. The method for adjusting output power in real time according to claim 1, characterized in that: The generating of the model output result according to the real-time voltage parameter, the real-time temperature parameter and the predetermined target temperature parameter in combination with the predetermined output control model includes: Determining a temperature difference parameter according to the real-time temperature parameter and a predetermined target temperature parameter; The real-time voltage parameter and the temperature difference parameter are input into a predetermined output control model to generate a model output result through the predetermined output control model.

4. The method for adjusting output power in real time according to claim 2, characterized in that: Before determining the output power parameter corresponding to the target device based on the model output result, the method further includes: Acquire real-time status information of the target glass to be heated, and determine the current glass temperature parameter of the target glass based on the real-time status information; Based on the current glass temperature parameter, determining a heating requirement parameter of the target glass; Wherein, determining the output power parameter corresponding to the target device based on the model output result includes: Based on the model output result and the heating demand parameter, an output power parameter corresponding to the target device is determined.

5. The method for adjusting output power in real time according to claim 4, characterized in that: The determining, based on the model output result and the heating demand parameter, an output power parameter corresponding to the target device includes: Based on the heating requirement parameter, determining a target heating temperature corresponding to the target glass, wherein the target heating temperature at least includes a temperature that the target glass needs to reach; Determining a target heat parameter corresponding to the target glass according to the model output result and the target heating temperature; An output power parameter corresponding to the target device is determined according to the target heat parameter and the real-time status information.

6. The method for adjusting output power in real time according to claim 2, characterized in that: The method further comprises: Acquire real-time environment information of the current environment where the target device is located, and determine whether there is a target influencing factor in the current environment based on the real-time environment information; When it is determined that the target impact factor exists in the current environment, generating an impact association relationship between the target impact factor and the output power parameter according to the target impact factor and the output power parameter; According to the impact association relationship, a power update parameter of the output power parameter is determined, and based on the power update parameter, an update operation is performed on the output power parameter to update the output power parameter.

7. The method for adjusting output power in real time according to claim 6, characterized in that: The step of determining the power update parameter of the output power parameter according to the impact association relationship includes: Acquire historical environment information of the current environment and historical power parameters of the target device, build a target power generation model based on the historical environment information and the historical power parameters, determine a model loss parameter corresponding to the target power generation model, and judge whether the model loss parameter meets a preset model operation condition; When it is determined that the model loss parameter satisfies the preset model operation condition, the influence association relationship is input into the target power generation model to determine the power update parameter of the output power parameter through the target power generation model; or, Predicting a parameter change trend of the output power parameter according to the impact association relationship and the real-time environmental information; Based on the parameter variation trend, determining at least one target update parameter matching the parameter variation trend in a predetermined update parameter library; A power update parameter of the output power parameter is generated according to all the target update parameters.

8. A device for adjusting output power in real time, characterized in that: The device comprises: A detection module, used to detect real-time voltage parameters of a target device and real-time temperature parameters of the target device; A generating module, configured to generate a model output result according to the real-time voltage parameter, the real-time temperature parameter and a predetermined target temperature parameter in combination with a predetermined output control model; A determination module is used to determine the output power parameters corresponding to the target device based on the model output result; wherein the output power parameters are used to control the target device to perform an output heat regulation operation matching the output power parameters on the target glass to be heated.

9. A device for adjusting output power in real time, characterized in that: The device comprises: A memory storing executable program code; a processor coupled to the memory; The processor calls the executable program code stored in the memory to execute the method for adjusting output power in real time as described in any one of claims 1-7.

10. A computer storage medium, characterized in that: The computer storage medium stores computer instructions, and when the computer instructions are called, they are used to execute the method for adjusting output power in real time as described in any one of claims 1 to 7.

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