Intelligent porcelain baking furnace control system based on Internet of Things
By introducing IoT technology and intelligent algorithms into the porcelain furnace control system, remote control, automatic adjustment and fault diagnosis are realized, solving the problems of complex maintenance, inconvenient operation and waste of energy in existing systems, and improving production efficiency and product quality.
Patent Information
- Application Number
- CN202510409052.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-04-02
- Publication Date
- 2025-06-27
AI Technical Summary
The existing porcelain furnace control system is complex in maintenance, inconvenient operation and waste of energy, affecting production efficiency and product quality.
It adopts an intelligent porcelain furnace control system based on the Internet of Things, including cloud servers, big data analysis, controllers, machine vision modules and sensor systems, to achieve remote control, automatic adjustment of control strategies, fault diagnosis and energy optimization.
It improves the control efficiency and production efficiency of porcelain furnaces, reduces energy consumption and production costs, and ensures the stability and consistency of product quality.
Smart Images

Figure CN120215448A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of intelligent control, and in particular to an intelligent porcelain furnace control system based on the Internet of Things. Background Art
[0002] A porcelain furnace is a device specifically used for fabricating and repairing dentures and plays a crucial role in prosthodontics; this device ensures the quality and durability of dentures through precise control of temperature and vacuum pressure, thereby providing patients with comfortable, aesthetically pleasing, and fully functional false teeth; the working principle of a porcelain furnace is to fuse a metal or ceramic coping and ceramic material together through high temperature to form a solid denture structure; this process requires precise temperature control and time management to ensure the best fusion effect of the materials; the use of a porcelain furnace not only improves the production efficiency of dentures but also greatly enhances the stability and durability of the repair effect; therefore, the porcelain furnace has an irreplaceable position in the field of oral repair and is one of the key devices to ensure the quality of dentures.
[0003] With the continuous progress and innovation of technology, intelligent control technology has been widely applied and promoted in various industries and fields; as an indispensable and important device in the denture processing process, the degree of intelligence of the control system of a porcelain furnace largely determines the level of production efficiency and the quality of products; however, there are still some common problems in the porcelain furnace control systems currently seen in the market, such as complex maintenance processes, inconvenient management operations, and energy waste; these problems not only affect production efficiency but also increase production costs and reduce the competitiveness of products; therefore, there is an urgent need for an efficient and intelligent control method and its corresponding system to improve and optimize the existing porcelain furnace control system to improve production efficiency, ensure product quality, and achieve reasonable utilization of energy.
[0004] In the existing designed denture porcelain furnaces, up to hundreds of porcelain firing programs need to be set, and nearly 20 different parameters need to be adjusted for each program; the adjustment process of these parameters is quite complex, and the operation steps are also rather cumbersome when selecting and calling these programs. Therefore, overall, the operation process takes a long time and brings certain inconvenience to users. Summary of the Invention
[0005] The present invention aims to provide an intelligent porcelain furnace control system based on Internet of Things technology to solve the problems existing in the prior art, improve the control efficiency, production efficiency, and product quality of the porcelain furnace, and reduce energy consumption and production costs.
[0006] The present invention adopts the following technical solutions to achieve the above object: An intelligent porcelain furnace control system based on the Internet of Things. The intelligent porcelain furnace control system has a cloud server for storing the operation data and program control of the porcelain furnace; the cloud server uses big data analysis technology to analyze the operation data of the porcelain furnace in real time and remotely control the porcelain furnace according to the received control instructions; the intelligent porcelain furnace control system is provided with a controller and a machine vision module; the controller is used to receive the operation parameters of the porcelain furnace collected by the sensor system, process and analyze the operation parameters, and generate control instructions; the controller controls the movement mechanism, the temperature and pressure inside the furnace of the porcelain furnace; the controller also includes a display interface for displaying the operation status and parameters of the porcelain furnace and providing an operation interface; the controller also includes an intelligent algorithm module, which can automatically adjust the control strategy according to the real-time operation data of the porcelain furnace and the preset process parameters to optimize the porcelain process; in addition, the controller also has a fault diagnosis function, which can monitor the operation status of the porcelain furnace in real time. Once an abnormality is detected, an alarm will be issued immediately and corresponding protection measures will be taken to prevent equipment damage and production accidents. The machine vision module is used to detect the quantity and type of the dentures to be sintered and send them to the controller and the cloud server. The controller and the cloud server automatically adjust the power output of the porcelain furnace by analyzing the data to meet the sintering requirements of different dentures, achieving reasonable utilization of energy. At the same time, the cloud server can classify and record various data in the porcelain process according to the denture data. The intelligent porcelain furnace control system also includes a data storage module for recording all parameters and states in the porcelain process, facilitating subsequent quality tracking and process improvement.
[0007] The sensor system includes a temperature and humidity sensor, a thermocouple temperature sensor, a pressure sensor, a voltage sensor, and a current sensor; the temperature and humidity sensor is used to detect the temperature and humidity of the external environment of the furnace; the thermocouple temperature sensor is used to detect the real-time temperature inside the porcelain furnace, and the thermocouple can be of type B or type S; the pressure sensor is used to detect the real-time atmosphere pressure inside the porcelain furnace, and can be in the form of absolute pressure or relative pressure detection; the voltage sensor is used to detect the working voltage of the porcelain furnace and the power supply voltage of the heating components; the current sensor is used to detect the working current of the heating components of the porcelain furnace.
[0008] The machine vision module uses a two-dimensional or three-dimensional camera, which can capture the production project code and information, identify the precise image of the denture, and analyze the size, shape and position of the denture through image processing technology to ensure the accuracy and consistency of the porcelain process.
[0009] The cloud server scans and obtains restoration denture information data such as the quantity and type of the porcelain-fused-to-metal restoration denture through the scanning system, and automatically calculates the required optimal porcelain parameters through the intelligent algorithm of the cloud server, and transmits them to the controller; or, the controller directly inputs the pressure curve and temperature curve through the program input interface.
[0010] An Internet of Things-based intelligent porcelain furnace control system provided by the present invention, the Internet of Things-based intelligent porcelain furnace control method and system can perform real-time monitoring of the device operation status and parameter analysis through the Internet of Things system, can accurately determine the fault point, and give a warning in a timely manner for maintenance; at the same time, the Internet of Things-based intelligent porcelain furnace control method and system can uniformly manage and schedule multiple devices simultaneously, forming a topological distributed device network, which can effectively improve the use efficiency of the devices, reduce the process waiting time, thereby reducing energy consumption, improving the accuracy and repeatability of the porcelain baking process, reducing the error of manual operation, and ensuring the quality of the porcelain-fused-to-metal denture; through real-time data analysis and optimized control strategies, the efficient operation of the porcelain furnace is realized, and energy consumption is saved; the data storage and classification recording functions of the cloud server provide reliable data support for the quality tracking and process improvement of the porcelain baking process; the automation degree of the system is high, reducing manual operation, improving production efficiency, and reducing production costs; through the interface connection with external automation devices, the full automation of the porcelain baking process is realized, further improving production efficiency and product quality. BRIEF DESCRIPTION OF THE DRAWINGS
[0011] Figure 1 It is a control function diagram of an Internet of Things-based intelligent porcelain furnace.
[0012] APPENDIX Figure 2 It is an implementation case of an Internet of Things-based intelligent porcelain baking method.
[0013] In the figure: 1 controller, 2 scanning system, 3 sensor system, 4 cloud server, 5 program input interface, 6 display interface, 7 program controller, 8 heating element, 9 air pressure conveying element, 10 restoration denture information data, 11 device voltage acquisition module, 12 device current acquisition module, 13 heating voltage acquisition module, 14 heating current acquisition module, 15 furnace internal temperature acquisition module, 16 furnace internal pressure acquisition module, 17 ambient temperature and humidity acquisition module, 18 external interface, 19 cloud information processing, 20 porcelain-to-be-fused denture crown, 21 automatic robotic arm, 22 full-automatic porcelain application machine, 23 porcelain-applied denture crown, 24 intelligent porcelain furnace, 25 porcelain-fused denture crown, 26 full-automatic glazing machine, 27 glazed denture crown, 28 baked glaze denture crown, 29 automatic polishing machine, 30 finished restoration denture crown DETAILED DESCRIPTION OF THE EMBODIMENTS
[0014] The present invention will be described in detail in conjunction with the drawings and specific embodiments as follows: Porcelain firing parameter input: Porcelain firing parameters such as temperature curve and pressure curve can be input through the input interface 5 of the program and stored in the controller 1; or the restoration denture information data 10 such as the number of dentures to be porcelain-fired and the type of restoration dentures can be obtained by scanning through the scanning system 2. The restoration denture information data 10 is transmitted to the cloud server 4 through the Internet of Things. The optimal porcelain firing parameters required are automatically calculated by the intelligent algorithm of the cloud server 4 and then transmitted to the controller 1; Program start to run: The controller 1 transmits the porcelain firing parameters to the program controller 7. The program controller 7 controls the heating element 8 according to the set temperature to realize the change of the temperature in the furnace. At the same time, the temperature acquisition module 15 in the furnace collects the temperature in the furnace to obtain the actual temperature in the furnace. The PID calculation is carried out in real time between the set temperature and the actual temperature; the program controller 7 controls the pneumatic conveying element 9 according to the set pressure to realize the change of the pressure in the furnace. At the same time, the pressure acquisition module 16 in the furnace collects the pressure in the furnace to obtain the actual pressure in the furnace. The PID calculation is carried out in real time between the set pressure and the actual pressure. The real-time information, pressure information and the information of the sensor system 3 are displayed on the display interface 6 in real time; Real-time information processing: The real-time acquisition information of the device voltage acquisition module 11, device current acquisition module 12, heating voltage acquisition module 13, heating current acquisition module 14, furnace internal temperature acquisition module 15, furnace internal pressure acquisition module 16, and ambient temperature and humidity acquisition module 17 will enter the controller 1 and the cloud server 4 respectively; the controller 1 performs real-time processing based on the above acquisition information to judge whether the current device working state is normal. If there is an abnormality, it will be alarmed and displayed on the display interface 6; the cloud server 4 will analyze and store the above information through cloud information processing 19, and the alarm information can be alarmed and reminded through the client; Program run end: After the program runs to the end, the parameters will be evaluated according to the porcelain firing effect, and big data analysis will be carried out to improve the porcelain firing quality and rationally utilize energy. At the same time, it can be connected to other automated devices through the external interface 18 to enter the next process flow.
[0015] According to the above implementation method.
[0016] As attached Figure 2 The present invention provides a specific real-time case: Step 1: According to the project strategy, the cloud server 4 controls the automatic robotic arm 21 to move the porcelain crown 20 to be glazed into the working area of the fully automatic glazing machine 22 for digital glazing operation to obtain the glazed porcelain crown 23; Step 2: According to the project strategy, the cloud server 4 controls the robotic arm 21 to move the porcelain-fused denture crown 23 into the working area of the intelligent porcelain furnace 24. The scanning system of the intelligent porcelain furnace 24 recognizes the information of the porcelain-fused denture crown 23 that matches the project. The cloud server 4 will automatically generate a porcelain firing program according to the project strategy and transmit it to the controller 1 of the intelligent porcelain furnace 24, and run the intelligent porcelain firing program.
[0017] Step 3: After the intelligent porcelain firing program ends, the porcelain-fused denture crown 25 is obtained. According to the project strategy, the cloud server 4 controls the robotic arm 21 to send the porcelain-fused denture crown 25 into the working area of the full-automatic glazing machine 26 for digital glazing operation, and the glazed denture crown 27 is obtained. Step 4: According to the project strategy, the cloud server 4 controls the robotic arm 21 to move the glazed denture crown 27 into the working area of the intelligent porcelain furnace 24. The scanning system of the intelligent porcelain furnace 24 recognizes the information of the glazed denture crown 27 that matches the project. The cloud server 4 will automatically generate a glaze firing program according to the project strategy and transmit it to the controller 1 of the intelligent porcelain furnace 24, and run the intelligent glaze firing program. Step 5: After the intelligent glaze firing program ends, the glazed denture crown 28 is obtained. According to the project strategy, the cloud server 4 controls the robotic arm 21 to send the glazed denture crown 28 into the working area of the automatic polishing machine 29 for automatic polishing operation, and after processes such as cleaning, drying, and disinfection, the finished repaired denture crown 30 is obtained.
Claims
1. An intelligent porcelain furnace control system based on the Internet of Things, characterized by: The intelligent porcelain furnace control system has a cloud server for storing porcelain furnace operation data and program control; The cloud server adopts big data analysis technology to analyze the operation data of the porcelain furnace in real time and remotely control the porcelain furnace according to the received control instructions; the intelligent porcelain furnace control system is provided with a controller and a machine vision module; the controller is used to receive the operation parameters of the porcelain furnace collected by the sensor system, process and analyze the operation parameters, and generate control instructions; the controller controls the movement mechanism of the porcelain furnace, the temperature and pressure in the furnace; the controller also includes a display interface for displaying the operation status and parameters of the porcelain furnace and providing an operation interface; the controller also includes an intelligent algorithm module, which can automatically adjust the control strategy according to the real-time operation data of the porcelain furnace and the preset process parameters to optimize the porcelain process; in addition, the controller also has a fault diagnosis function, which can monitor the operation status of the porcelain furnace in real time. Once an abnormality is detected, an alarm is immediately issued and corresponding protective measures are taken to prevent equipment damage and production accidents. The machine vision module is used to detect the number and type of dentures to be sintered and send them to the controller and cloud server; The controller and cloud server automatically adjust the power output of the porcelain furnace by analyzing the data to meet the sintering requirements of different dentures and achieve the rational use of energy. At the same time, the cloud server can classify and record various data in the porcelain process according to the denture data; The intelligent porcelain furnace control system also includes a data storage module for recording all parameters and states during the porcelain furnace process, so as to facilitate subsequent quality tracking and process improvement.
2. The intelligent porcelain furnace control system based on the Internet of Things as claimed in claim 1, characterized in that: The sensor system includes a temperature and humidity sensor, a thermocouple temperature sensor, a pressure sensor, a voltage sensor, and a current sensor; the temperature and humidity sensor is used to detect the temperature and humidity of the environment outside the furnace; the thermocouple temperature sensor is used to detect the real-time temperature inside the porcelain furnace, and the thermocouple can be of type B or type S; the pressure sensor is used to detect the real-time atmosphere pressure inside the porcelain furnace, and can be an absolute pressure or relative pressure detection method; the voltage sensor is used to detect the working voltage of the porcelain furnace and the power supply voltage of the heating component; the current sensor is used to detect the working current of the heating component of the porcelain furnace.
3. The intelligent porcelain furnace control system based on the Internet of Things as claimed in claim 1, characterized in that: The machine vision module uses a two-dimensional or three-dimensional camera to capture the production project code and information, identify the precise image of the denture, and analyze the size, shape and position of the denture through image processing technology to ensure the accuracy and consistency of the porcelain process.
4. The intelligent porcelain furnace control system based on the Internet of Things as claimed in claim 1, characterized in that: The cloud server obtains denture restoration information data such as the number of dentures to be porcelain restored and the type of dentures to be restored through a scanning system, and automatically calculates the required optimal porcelain parameters through the intelligent algorithm of the cloud server, and transmits them to the controller; or, the controller directly enters the pressure curve and temperature curve through the program input interface.
Citation Information
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