Integrated multifunctional dielectric property intelligent analysis system

Abstract

The invention provides an integrated multifunctional dielectric property intelligent analysis system. The integrated multifunctional dielectric property intelligent analysis system comprises a sensor module, a data acquisition and processing module, a cloud computing and data analysis module, a man-machine interaction module and a control module, the sensor module is a front end part of the system and is responsible for acquiring dielectric property data of a to-be-detected material; the data acquisition and processing module is responsible for receiving data from the sensor module, and preprocessing and storing the data; the cloud computing and data analysis module is a core part of the system and is responsible for deeply analyzing and mining acquired dielectric property data; the man-machine interaction module is a bridge between the system and a user and is responsible for providing a visual and easy-to-use operation interface and result display. Through mutual cooperation of the sensor module, the data acquisition and processing module, the cloud computing and data analysis module, the man-machine interaction module and the control module, comprehensive, accurate and rapid analysis of dielectric characteristics is realized.

Description

Technical Field

[0001] This invention relates to the field of dielectric analysis technology, specifically to an integrated, multifunctional intelligent analysis system for dielectric properties. Background Technology

[0002] With the rapid development of modern technology, dielectric property analysis plays a crucial role in various fields such as materials science, electronic engineering, and biomedicine. To address the complex and ever-changing demands of dielectric property analysis, this paper designs an integrated, multifunctional intelligent dielectric property analysis system. This system integrates sensor technology, data processing technology, cloud computing technology, and artificial intelligence technology to achieve comprehensive, accurate, and rapid analysis of dielectric properties. Summary of the Invention

[0003] The purpose of this invention is to provide an integrated, multifunctional intelligent analysis system for dielectric properties, which aims to solve the problems mentioned in the background art.

[0004] To achieve the above objectives, the present invention provides the following technical solution: an integrated multifunctional intelligent analysis system for dielectric properties, comprising a sensor module, a data acquisition and processing module, a cloud computing and data analysis module, a human-computer interaction module, and a control module; The sensor module is the front-end part of the system and is responsible for collecting dielectric property data of the material under test. The data acquisition and processing module is responsible for receiving data from the sensor module, and for preprocessing and storing it. The cloud computing and data analysis module is the core of the system, responsible for in-depth analysis and mining of the collected dielectric property data; The human-computer interaction module is the bridge between the system and the user, responsible for providing an intuitive and easy-to-use operating interface and result display; The control module is responsible for precisely controlling industrial manufacturing machines or experimental equipment based on the processing results of the cloud computing and data analysis module and the instructions of the human-computer interaction module.

[0005] The sensor module includes a high-frequency dielectric sensor, a low-frequency dielectric sensor, and a multi-frequency dielectric sensor. The high-frequency dielectric sensor is suitable for measuring dielectric constant and dielectric loss in the high-frequency range, and is particularly suitable for testing electronic materials and devices. Low-frequency dielectric sensors are suitable for measuring dielectric properties in the low-frequency range and are commonly used in fields such as biomedicine and geological exploration. Multi-frequency dielectric sensors simultaneously measure dielectric properties at multiple frequencies, providing more comprehensive dielectric property information.

[0006] The data acquisition and processing module adopts high-speed data acquisition technology. Through a high-speed data acquisition card or a dedicated data acquisition device, the system captures the data transmitted by the sensor module in real time. The system supports the acquisition of multiple data formats, including analog signals, digital signals and mixed signals. At the same time, the system automatically adjusts the data acquisition parameters, such as sampling rate and resolution, according to the type and configuration of the sensor module.

[0007] The cloud computing and data analysis module includes a cloud computing platform, a data analysis engine, a data visualization unit, and an API and data integration unit. The cloud computing platform possesses elastic computing capabilities, dynamically adjusting computing resources according to data analysis needs. This means the system can automatically expand or shrink computing resources to meet real-time and high-computation requirements. The data analysis engine employs real-time data analysis technology to process and analyze collected data in real time. By using advanced algorithms and technologies, the system achieves real-time monitoring, alarm, and early warning functions. The data visualization unit presents data to users in the form of charts, images, and animations, allowing users to more intuitively understand the distribution, trends, and correlations of the data. The API and data integration unit allows other systems and applications to integrate and interact with the system, enabling users to integrate their own data and algorithms with the system for broader data analysis and applications. The system also supports integration with other data sources and systems, such as ERP and CRM. Through data integration, the system integrates and analyzes collected data from other systems, providing users with more comprehensive business insights.

[0008] The human-computer interaction module controls various functions of the system, such as starting / stopping data acquisition, adjusting the data acquisition frequency, and setting data alarm thresholds, which allows users to flexibly adjust the system's operating status according to their needs.

[0009] The control module supports preset program functionality, allowing users to write or select preset control programs as needed. Once the program is started, the control module will automatically execute control tasks according to the preset process, reducing manual intervention and improving work efficiency. In the automated control process, the control module can intelligently adjust based on real-time data and preset rules to ensure stable system operation and optimal performance.

[0010] Compared with the prior art, the beneficial effects of the present invention are: This invention achieves comprehensive, accurate, and rapid analysis of dielectric properties through the collaborative operation of a sensor module, a data acquisition and processing module, a cloud computing and data analysis module, a human-computer interaction module, and a control module. The human-computer interaction module, as a crucial part of the system, provides an intuitive and convenient user interface and feedback mechanism, enabling users to easily operate the system and obtain the required analysis results. This system has broad application prospects in multiple fields such as materials science, electronic engineering, and biomedicine, and can provide strong support and assistance to researchers and engineers in related fields. Attached Figure Description

[0011] Figure 1 System framework diagram of the present invention. Detailed Implementation

[0012] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0013] Please see Figure 1 As shown in the figure, this embodiment provides an integrated multifunctional intelligent analysis system for dielectric properties, including a sensor module, a data acquisition and processing module, a cloud computing and data analysis module, a human-computer interaction module, and a control module.

[0014] 1. Sensor Module The sensor module is the front end of the system, responsible for collecting dielectric property data of the material under test. This module is designed to fully consider different application scenarios and testing requirements, exhibiting high flexibility and scalability.

[0015] (1) Sensor type High-frequency dielectric sensors: suitable for measuring dielectric constant and dielectric loss in the high-frequency range, especially suitable for testing electronic materials and devices.

[0016] Low-frequency dielectric sensors: suitable for measuring dielectric properties in the low-frequency range, and are commonly used in fields such as biomedicine and geological exploration.

[0017] Multi-frequency dielectric sensor: capable of simultaneously measuring dielectric properties at multiple frequencies, providing more comprehensive dielectric property information.

[0018] (2) Sensor layout The sensor module adopts a distributed layout, allowing for flexible selection of appropriate sensor types and quantities based on the shape and size of the material under test and testing requirements. Furthermore, wireless communication technology is used between the sensors for data transmission, enhancing the system's flexibility and scalability.

[0019] (3) Sensor calibration To ensure the accuracy and reliability of measurement results, the sensor module also features a sensor calibration function. Regular sensor calibration can eliminate measurement errors and improve measurement accuracy. The calibration process can be performed automatically or manually through the human-machine interface module.

[0020] (4) Adjustment of measurement conditions The sensor module also features measurement condition adjustment capabilities. Based on the characteristics of the material under test and testing requirements, parameters such as the sensor's measurement frequency and range can be adjusted to obtain optimal measurement results. This function enables the system to adapt to different application scenarios and testing needs.

[0021] (5) Intelligent identification and connection In complex testing environments, the sensor module can intelligently identify and connect to the correct sensors. Employing advanced identification and connection technologies, the system can automatically identify and configure sensors, avoiding the tedious process of manual connection and configuration. Simultaneously, the system can monitor the sensor status in real time, ensuring the sensors function properly.

[0022] 2. Data Acquisition and Processing Module The data acquisition and processing module is responsible for receiving data from the sensor module, preprocessing it, and storing it. This module employs high-speed data acquisition technology and high-precision data processing algorithms to ensure data accuracy and integrity. Simultaneously, it also features data compression and encryption functions to protect data privacy and security.

[0023] 3. Cloud Computing and Data Analytics Module The cloud computing and data analysis module is the core of the system, responsible for in-depth analysis and mining of the collected dielectric property data. This module employs advanced cloud computing technology and big data analytics algorithms, enabling rapid processing and analysis of massive amounts of data. Through the cloud computing platform, users can access and analyze data anytime, anywhere, greatly improving work efficiency and convenience.

[0024] In terms of data analysis, this module employs various algorithms and technologies, such as machine learning, deep learning, and data mining, to achieve intelligent identification, classification, and prediction of dielectric properties. These algorithms and technologies can automatically extract feature information from data, discover potential patterns and trends, and provide users with valuable decision support.

[0025] 4. Human-Computer Interaction Module The human-computer interaction module serves as a bridge between the system and the user, providing an intuitive and user-friendly interface and results display. This module employs advanced graphical interface design and interactive technology, enabling users to easily operate and control the system. Furthermore, it offers a variety of results display methods, such as charts and reports, to help users better understand and analyze the results.

[0026] 5. Control Module The control module coordinates the work between various modules to ensure stable system operation. This module employs advanced control algorithms and scheduling strategies, enabling real-time monitoring and scheduling of each module. Through the control module, users can flexibly configure and manage system resources to meet diverse application needs.

[0027] III. System Functions The integrated multifunctional intelligent dielectric property analysis system has the following main functions: 101. Real-time data acquisition and monitoring The system can collect dielectric property data of the material under test in real time and perform real-time monitoring and display. Users can view data changes at any time through the human-computer interaction module to promptly identify and address problems.

[0028] 102. Data Preprocessing and Cleaning The system can preprocess and clean the collected data, removing noise and outliers to improve data accuracy and reliability. Simultaneously, the system can also compress and encrypt the data to protect its privacy and security.

[0029] 103. Intelligent Analysis and Prediction The system can intelligently analyze and predict collected data using cloud computing and data analytics modules. By employing advanced algorithms and technologies, the system can automatically extract feature information from the data, discover potential patterns and trends, and provide valuable decision support for users.

[0030] 104. Results Visualization and Report Generation The system can visualize the analysis results in the form of charts and reports, enabling users to better understand and analyze the results. At the same time, the system can automatically generate detailed reports, including data analysis results, conclusions, and recommendations.

Claims

1. An integrated, multifunctional, intelligent analysis system for dielectric properties, characterized in that: It includes a sensor module, a data acquisition and processing module, a cloud computing and data analysis module, a human-computer interaction module, and a control module; The sensor module is the front-end part of the system and is responsible for collecting dielectric property data of the material under test. The data acquisition and processing module is responsible for receiving data from the sensor module, and for preprocessing and storing it. The cloud computing and data analysis module is the core of the system, responsible for in-depth analysis and mining of the collected dielectric property data; The human-computer interaction module is the bridge between the system and the user, responsible for providing an intuitive and easy-to-use operating interface and result display; The control module is responsible for precisely controlling industrial manufacturing machines or experimental equipment based on the processing results of the cloud computing and data analysis module and the instructions of the human-computer interaction module.

2. The integrated multi-functional dielectric property intelligent analysis system of claim 1, wherein: The sensor module includes a high-frequency dielectric sensor, a low-frequency dielectric sensor, and a multi-frequency dielectric sensor. The high-frequency dielectric sensor is suitable for measuring dielectric constant and dielectric loss in the high-frequency range, and is particularly suitable for testing electronic materials and devices. Low-frequency dielectric sensors are suitable for measuring dielectric properties in the low-frequency range and are commonly used in fields such as biomedicine and geological exploration. Multi-frequency dielectric sensors simultaneously measure dielectric properties at multiple frequencies, providing more comprehensive dielectric property information.

3. The integrated multi-functional dielectric property intelligent analysis system of claim 1, wherein: The data acquisition and processing module adopts high-speed data acquisition technology. Through a high-speed data acquisition card or a dedicated data acquisition device, the system captures the data transmitted by the sensor module in real time. The system supports the acquisition of multiple data formats, including analog signals, digital signals and mixed signals. At the same time, the system automatically adjusts the data acquisition parameters, such as sampling rate and resolution, according to the type and configuration of the sensor module.

4. The integrated multi-functional dielectric property intelligent analysis system of claim 1, wherein: The cloud computing and data analysis module includes a cloud computing platform, a data analysis engine, a data visualization unit, and an API and data integration unit. The cloud computing platform possesses elastic computing capabilities, dynamically adjusting computing resources according to data analysis needs. This means the system can automatically expand or shrink computing resources to meet real-time and high-computation requirements. The data analysis engine employs real-time data analysis technology to process and analyze collected data in real time. By using advanced algorithms and technologies, the system achieves real-time monitoring, alarm, and early warning functions. The data visualization unit presents data to users in the form of charts, images, and animations, allowing users to more intuitively understand the distribution, trends, and correlations of the data. The API and data integration unit allows other systems and applications to integrate and interact with the system, enabling users to integrate their own data and algorithms with the system for broader data analysis and applications. The system also supports integration with other data sources and systems, such as ERP and CRM. Through data integration, the system integrates and analyzes collected data from other systems, providing users with more comprehensive business insights.

5. The integrated multi-functional dielectric property intelligent analysis system of claim 1, wherein: The human-computer interaction module controls various functions of the system, such as starting / stopping data acquisition, adjusting the data acquisition frequency, and setting data alarm thresholds, which allows users to flexibly adjust the system's operating status according to their needs.

6. The integrated multi-functional dielectric property intelligent analysis system of claim 1, wherein: The control module supports preset program functionality. Users can write or select preset control programs as needed. Once the program is started, the control module will automatically execute control tasks according to the preset process, reducing manual intervention and improving work efficiency. In the automated control process, the control module can make intelligent adjustments based on real-time data and preset rules to ensure stable operation and optimal performance of the system.

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