CN107341298A - Analogue system and method based on circuit diagram image recognition under PC terminals - Google Patents
Analogue system and method based on circuit diagram image recognition under PC terminals Download PDFInfo
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Abstract
本发明属于电路图识别仿真领域,具体提供一种基于PC终端下电路图图像识别的仿真系统及方法,该系统包括移动终端与PC终端,移动终端包括图像采集模块、电路图图像识别模块及传输模块,图像采集模块用于对待仿真电路图进行拍照采集,电路图图像识别模块用于对采集得电路图进行识别并按照电路图各节点关系生成电路图节点信息网络表文档,传输模块用于将所述电路图节点信息网络表文档传输至PC终端;PC终端用于将电路图节点信息网络表文档复原为仿真电路图,并进行相应仿真。本发明将繁琐的手工绘制电路图进行仿真简化到仅需使用移动终端进行拍照处理即可,大大节省时间、缩短电路图仿真步骤,尤其适合于电路课堂辅助教学。
The invention belongs to the field of circuit diagram recognition simulation, and specifically provides a simulation system and method based on PC terminal circuit diagram image recognition. The system includes a mobile terminal and a PC terminal. The mobile terminal includes an image acquisition module, a circuit diagram image recognition module and a transmission module. The acquisition module is used to take pictures and collect the circuit diagram to be simulated, the circuit diagram image recognition module is used to identify the collected circuit diagram and generate the circuit diagram node information network table document according to the relationship between the nodes of the circuit diagram, and the transmission module is used to transfer the circuit diagram node information network table document Transmission to the PC terminal; the PC terminal is used to restore the circuit diagram node information network table document into a simulation circuit diagram, and perform corresponding simulation. The invention simplifies the cumbersome hand-drawn circuit diagram simulation to only need to use a mobile terminal to take pictures, greatly saves time and shortens circuit diagram simulation steps, and is especially suitable for auxiliary teaching in circuit classrooms.
Description
技术领域technical field
本发明属于电路图识别仿真领域,特别涉及一种将课本纸质上的电路图识别并在PC终端下进行仿真的方法,其中涉及图像识别、电路图网表信息生成以及电路图仿真技术。The invention belongs to the field of circuit diagram identification and simulation, and in particular relates to a method for identifying and simulating a circuit diagram on textbook paper and performing simulation under a PC terminal, which involves image recognition, circuit diagram netlist information generation and circuit diagram simulation technology.
背景技术Background technique
电路图仿真在学生教学、PCB制板以及电气器材研究设计等众多领域有着重要的作用,但目前现有的电路图仿真系统需要使用者使用电路图仿真软件例如Multisim等软件,在辅助软件的工具箱里拖出元件,并手动绘制连线,然后再进行仿真。整个过程,都需要使用者操作;尤其是在辅助仿真软件的元件库中寻找元件、设置器件参数以及连线等过程,耗时费力,不适合应用于课堂辅助教学,为此教学老师不得不提前准备好仿真电路,此外学生还需专门学习电路仿真技术。Circuit diagram simulation plays an important role in many fields such as student teaching, PCB board making, and electrical equipment research and design. However, the current existing circuit diagram simulation system requires users to use circuit diagram simulation software such as Multisim and other software, and drag it in the toolbox of the auxiliary software. Out of the components, and manually draw the connection, and then simulate. The whole process requires user operation; especially the process of finding components in the component library of the auxiliary simulation software, setting device parameters, and connecting lines is time-consuming and laborious, and is not suitable for classroom auxiliary teaching. For this reason, teaching teachers have to advance Be prepared to simulate circuits, and students also specialize in circuit simulation techniques.
发明内容Contents of the invention
本发明的目的在于针对上述技术的不足,提出一种基于PC终端下电路图图像识别的仿真系统及方法;对比于现在手工绘图耗时费力的缺点,本发明能够更加方便、快捷的对已有的电路图进行仿真。The purpose of the present invention is to address the deficiencies of the above technologies, and propose a simulation system and method based on circuit diagram image recognition under a PC terminal; compared with the time-consuming and labor-intensive shortcomings of current manual drawing, the present invention can more conveniently and quickly update the existing The circuit diagram is simulated.
为实现上述目的,本发明采用的技术方案为:To achieve the above object, the technical solution adopted in the present invention is:
一种基于PC终端下电路图图像识别的仿真系统,包括移动终端与PC终端,其中,移动终端包括图像采集模块、电路图图像识别模块及传输模块,图像采集模块用于对待仿真电路图进行拍照采集,电路图图像识别模块用于对采集得电路图进行识别并按照电路图各节点关系生成电路图节点信息网络表文档,传输模块用于将所述电路图节点信息网络表文档传输至PC终端;所述PC终端用于将电路图节点信息网络表文档复原为仿真电路图,并进行相应仿真。A simulation system based on circuit diagram image recognition under a PC terminal, including a mobile terminal and a PC terminal, wherein the mobile terminal includes an image acquisition module, a circuit diagram image recognition module and a transmission module, and the image acquisition module is used to take pictures of the circuit diagram to be simulated, and the circuit diagram The image recognition module is used to identify the collected circuit diagram and generate the circuit diagram node information network table document according to the relationship between the nodes of the circuit diagram, and the transmission module is used to transmit the circuit diagram node information network table file to the PC terminal; the PC terminal is used for The circuit diagram node information network table document is restored to the simulation circuit diagram, and the corresponding simulation is performed.
进一步的,所述电路图节点信息网络表文档中包括各电路元器件的类型、电路元器件参数值及各电路元器件间连接关系,其中连接关系用节点信息表示。Further, the network table file of node information in the circuit diagram includes the type of each circuit component, the parameter value of the circuit component, and the connection relationship between each circuit component, wherein the connection relationship is represented by node information.
上述基于PC终端下电路图图像识别的仿真系统的仿真方法,包括以下步骤:The simulation method of the above-mentioned simulation system based on the circuit diagram image recognition under the PC terminal comprises the following steps:
步骤1.利用移动终端采集待仿真电路图图像,并对采集得电路图图像进行预处理和分割,分别识别电路图中各电路元器件的类型、电路元器件参数值以及各电路元器件间连接关系,按照电路图各节点关系生成电路图节点信息网络表文档,并传输至PC终端;Step 1. Use the mobile terminal to collect the image of the circuit diagram to be simulated, and preprocess and segment the collected circuit diagram image, respectively identify the type of each circuit component in the circuit diagram, the parameter value of the circuit component and the connection relationship between each circuit component, according to The relationship between each node in the circuit diagram generates a network table document of the node information in the circuit diagram, and transmits it to the PC terminal;
步骤2.利用PC终端将接收到电路图节点信息网络表文档进行反编译解码,反编译解码的具体过程为:根据电路图节点信息网络表文档中各电路元器件间连接关系、各电路元器件的类型、电路元器件参数值信息,于仿真平台中选取相应的元器件,并自动连线生成所仿真电路图;然后通过仿真软件进行仿真验证,查看仿真结果。Step 2. Use the PC terminal to decompile and decode the received circuit diagram node information network table document. The specific process of decompilation and decoding is: according to the connection relationship between each circuit component and the type of each circuit component in the circuit diagram node information network table document , Circuit component parameter value information, select the corresponding components in the simulation platform, and automatically connect to generate the simulated circuit diagram; then use the simulation software to perform simulation verification and view the simulation results.
本发明的有益效果在于:The beneficial effects of the present invention are:
本发明提供一种基于PC终端下电路图图像识别的仿真系统及方法,用于实现将印刷电路图转化成在PC终端下进行仿真;该系统通过移动终端进行电路图采集及识别,PC终端进行复原并自动仿真;将繁琐的手工绘制电路图进行仿真简化到仅需使用移动终端(比如手机或者平板电脑)进行拍照处理即可,这样大大节省了用户的时间,同时缩短了电路图仿真步骤,将用户从繁琐枯燥的绘图过程中解放出来,提高工作效率的同时也改善了用户的体验度,尤其适合于电路课堂辅助教学。The invention provides a simulation system and method based on circuit diagram image recognition under a PC terminal, which is used to convert a printed circuit diagram into a simulation under a PC terminal; the system collects and recognizes circuit diagrams through a mobile terminal, and the PC terminal restores and automatically Simulation; simplifies the tedious hand-drawn circuit diagram simulation to only need to use a mobile terminal (such as a mobile phone or a tablet) to take pictures, which greatly saves the user's time and shortens the circuit diagram simulation steps, saving the user from being tedious. It is liberated from the drawing process, improves work efficiency and improves user experience, and is especially suitable for auxiliary teaching in circuit classrooms.
附图说明Description of drawings
图1为实施例中基于PC终端下电路图图像识别的仿真系统框图。FIG. 1 is a block diagram of a simulation system based on circuit diagram image recognition under a PC terminal in an embodiment.
图2为实施例中基于PC终端下电路图图像识别方法流程示意图。Fig. 2 is a schematic flowchart of a method for recognizing a circuit diagram image based on a PC terminal in an embodiment.
图3为实施例中电路图节点信息网络表文档反编译为仿真电路图的流程示意图。Fig. 3 is a schematic flow diagram of decompiling the circuit diagram node information network table document into a simulated circuit diagram in the embodiment.
具体实施方式detailed description
下面结合实施例和附图对本发明做进一步详细说明。The present invention will be described in further detail below in conjunction with the embodiments and accompanying drawings.
本实施例提供了基于PC终端下电路图图像识别的仿真系统,解决了目前纯手工抄写绘制电图的繁琐过程,提出了一种简单、方便、快捷的智能化抄写绘制电图过程,结合第三方或自设定的仿真算法进行仿真,大大节约了人力物力。在节省时间,提高效率的同时也改善了用户体验度。This embodiment provides a simulation system based on circuit diagram image recognition under the PC terminal, which solves the current cumbersome process of purely manual copying and drawing of electrical diagrams, and proposes a simple, convenient, and fast intelligent process of copying and drawing electrical diagrams. Or self-set simulation algorithm for simulation, which greatly saves manpower and material resources. While saving time and improving efficiency, it also improves user experience.
为使本领域技术人员更好地理解本发明系统方案,本实施例结合附图对本发明作进一步的补充说明:In order to enable those skilled in the art to better understand the system solution of the present invention, this embodiment further supplements the present invention with reference to the accompanying drawings:
如图1所示为本实施例的系统框图,由两部分组成,即移动终端1、2、3等和PC处理终端4;5为待仿真电路图;移动端主要负责电路图的采集、识别以及生成电路图节点信息文档等工作,并将生成的电路图节点信息文档上传到PC处理终端;处理终端在接收到移动端上传的电路图节点信息文档后,按照给节点信息参数转化生成相应的电路图,并调用第三方或自设定的仿真算法进行仿真。As shown in Figure 1 is the system block diagram of the present embodiment, is made up of two parts, namely mobile terminal 1, 2, 3 etc. and PC processing terminal 4; Circuit diagram node information documents, etc., and upload the generated circuit diagram node information documents to the PC processing terminal; after receiving the circuit diagram node information documents uploaded by the mobile terminal, the processing terminal generates corresponding circuit diagrams according to the conversion of the given node information parameters, and calls the first Three-party or self-set simulation algorithm for simulation.
如图2所示为本实施例的流程示意图,具体实施步骤如下:As shown in Figure 2, it is a schematic flow chart of this embodiment, and the specific implementation steps are as follows:
步骤S21、移动端采集利用自身的照相机对已有的电路图进行拍照采集图片;Step S21, the mobile terminal collects and uses its own camera to take pictures of the existing circuit diagrams and collect pictures;
步骤S22、移动端采集电路后,利用图像处理的办法对采集的电路图进行处理,识别电路图中各元器件的参数、符号、数值以及电路节点关系等基本信息;Step S22, after the mobile terminal collects the circuit, use image processing to process the collected circuit diagram, and identify basic information such as parameters, symbols, values and circuit node relationships of each component in the circuit diagram;
步骤S23、移动端将识别后的电路图中的信息生成电路图参数节点信息文档;Step S23, the mobile terminal generates a circuit diagram parameter node information file from the identified information in the circuit diagram;
步骤S24、移动端利用自身具有的传输功能将电路图参数节点信息文档上传到处理终端,上传方式包括但不限于WiFi、蓝牙以及第三方文档传输软件及聊天工具等;Step S24, the mobile terminal uses its own transmission function to upload the circuit diagram parameter node information document to the processing terminal, and the uploading methods include but are not limited to WiFi, Bluetooth, third-party document transmission software and chat tools, etc.;
步骤S25、处理PC终端接收移动端传来的电路图节点信息;Step S25, processing the PC terminal receiving the circuit diagram node information transmitted from the mobile terminal;
步骤S26、处理PC终端将接收的电路图节点信息转换为原电路拓扑,并支持仿真功能;Step S26, the processing PC terminal converts the received circuit diagram node information into the original circuit topology, and supports the simulation function;
步骤S27、处理PC终端下的仿真软件调用自身安装的第三方电路仿真算法或选择自设定的算法,将上述转换后的电路进行仿真。Step S27 , the simulation software under the processing PC terminal invokes a third-party circuit simulation algorithm installed by itself or selects a self-set algorithm, and simulates the above-mentioned converted circuit.
如图3所示为电路图节点信息网络表文档反编译为仿真电路图流程示意图,在一个RLC电路图中,其由电源Vcc、电容C、电感L、电阻R组成,其具体的连接方式和各元器件参数值如图所示;按照上述流程图过程,本实例具体过程如下:As shown in Figure 3, it is a schematic diagram of the decompilation of the circuit diagram node information network table document into a simulation circuit diagram. In an RLC circuit diagram, it is composed of a power supply Vcc, a capacitor C, an inductor L, and a resistor R. The specific connection methods and components The parameter values are shown in the figure; according to the above flow chart process, the specific process of this example is as follows:
1)移动端(手机、电脑)拍摄此印刷电路图,并利用图像处理的方式对采集得到的电路图进行分割和处理,最后识别出各个元器件、元器件参数及元器件间的连接关系,其中连接关系用节点信息表示;1) The mobile terminal (mobile phone, computer) captures the printed circuit diagram, and uses the image processing method to segment and process the collected circuit diagram, and finally recognizes each component, component parameter and connection relationship between components. The relationship is represented by node information;
2)经过上述步骤后,按照各元器件间的相对位置生成节点信息文档,在本实例中,节点1和节点2是电感L,因此生成的节点信息文档如图3节点信息文档所示;同理节点2和节点3之间是电阻R、节点3和节点4之间是电源Vcc、节点4和节点1之间是电容C都可以得到,从而组成了节点信息文档;2) After the above steps, the node information file is generated according to the relative position of each component. In this example, node 1 and node 2 are inductors L, so the generated node information file is shown in Figure 3; The resistor R between node 2 and node 3, the power supply Vcc between node 3 and node 4, and the capacitor C between node 4 and node 1 can be obtained, thus forming a node information file;
3)生成节点信息文档后,移动端利用WiFi、蓝牙或是其他传输方式将本节点信息文档传输到PC端;3) After the node information document is generated, the mobile terminal transmits the node information document to the PC terminal using WiFi, Bluetooth or other transmission methods;
4)PC端根据接收到的电路图节点信息文档中各元器件与节点关系,如本实施示例中节点1和节点2之间是一个电感,其属性值是0.1mH,因此就在仿真平台的元器件库中选取一个值为0.1mH的电感放进仿真界面,同理节点2和节点3之间是一个值为10kΩ的电阻,那么就从仿真平台的元器件库中选取相对应的元器件并使得元器件的属性值与电路图节点信息文档中的属性值一致;4) According to the relationship between the components and nodes in the received circuit diagram node information document on the PC side, for example, there is an inductor between node 1 and node 2 in this implementation example, and its attribute value is 0.1mH, so it is in the element of the simulation platform Select an inductor with a value of 0.1mH in the device library and put it into the simulation interface. Similarly, there is a resistor with a value of 10kΩ between node 2 and node 3. Then select the corresponding component from the component library of the simulation platform and Make the attribute values of the components consistent with the attribute values in the circuit diagram node information document;
5)按照节点信息文档生成仿真电路图后,用户可以在仿真平台中对该电路图进行仿真以查看仿真结果;与此同时,用户也可以手动删除或增加生成电路图中的元器件,用户可以修改相应器件的属性值以及各器件的位置关系等。5) After the simulation circuit diagram is generated according to the node information document, the user can simulate the circuit diagram in the simulation platform to view the simulation results; at the same time, the user can also manually delete or add components in the generated circuit diagram, and the user can modify the corresponding device The attribute value and the positional relationship of each device, etc.
综上所述,本发明提供了一种电路图图像识别仿真系统,本发明所述的电路图图像识别仿真系统可适用于学生电路基础教学以及经常抄写绘制电路图的公司,尤其是涉及需要经常对电路图进行仿真的电气设备生产公司以及家电、手机制造公司。本发明在不改变原电路图的结构下,可以有效节省用户绘制电路图的时间,大大节约人力物力,提高工作效率,改善用户的体验度。To sum up, the present invention provides a circuit diagram image recognition simulation system. The circuit diagram image recognition simulation system described in the present invention can be applied to the basic circuit teaching of students and companies that often copy and draw circuit diagrams, especially those that need to frequently conduct circuit diagrams. A simulated electrical equipment manufacturing company, as well as a home appliance and mobile phone manufacturing company. Without changing the structure of the original circuit diagram, the present invention can effectively save the user's time for drawing the circuit diagram, greatly save manpower and material resources, improve work efficiency, and improve user experience.
以上所述,仅为本发明的具体实施方式,本说明书中所公开的任一特征,除非特别叙述,均可被其他等效或具有类似目的的替代特征加以替换;所公开的所有特征、或所有方法或过程中的步骤,除了互相排斥的特征和/或步骤以外,均可以任何方式组合。The above is only a specific embodiment of the present invention. Any feature disclosed in this specification, unless specifically stated, can be replaced by other equivalent or alternative features with similar purposes; all the disclosed features, or All method or process steps may be combined in any way, except for mutually exclusive features and/or steps.
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| CN111833689B (en) * | 2019-04-19 | 2022-08-02 | 杭州海康威视数字技术股份有限公司 | Grading method and device for electrical experiment |
| CN111833689A (en) * | 2019-04-19 | 2020-10-27 | 杭州海康威视数字技术股份有限公司 | A scoring method and device for electrical experiments |
| CN112037613A (en) * | 2019-04-19 | 2020-12-04 | 杭州海康威视数字技术股份有限公司 | Grading method and device for electrical experiment |
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| CN111383505A (en) * | 2020-03-04 | 2020-07-07 | 南京大学 | Circuit teaching system and method based on pen interaction |
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| CN111539164A (en) * | 2020-05-13 | 2020-08-14 | 深圳市全洲自动化设备有限公司 | Method for automatically generating LCD circuit design drawing by shooting image |
| CN112558515A (en) * | 2020-11-27 | 2021-03-26 | 成都中科合迅科技有限公司 | Analog electronic system with dynamically reconfigurable functions |
| CN112558515B (en) * | 2020-11-27 | 2023-11-17 | 成都中科合迅科技有限公司 | An analog electronic system whose functions can be dynamically reorganized |
| CN114460439A (en) * | 2022-01-19 | 2022-05-10 | 深圳市嘉伟亿科技有限公司 | Digital integrated circuit test system |
| CN114492293A (en) * | 2022-02-10 | 2022-05-13 | 深圳市亿道电子科技有限公司 | Automatic circuit splicing system and method based on altium software |
| CN117574851A (en) * | 2024-01-11 | 2024-02-20 | 上海合见工业软件集团有限公司 | Method, device and storage medium for reconstructing circuit schematic diagram in EDA tool |
| CN117574851B (en) * | 2024-01-11 | 2024-04-19 | 上海合见工业软件集团有限公司 | Method, device and storage medium for reconstructing circuit schematic diagram in EDA tool |
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