Automatic box edge control method

Abstract

The invention relates to a box edge automatic control method. The tank edge automatic control method comprises the following steps that historical oil tank data are obtained, and a tank edge hole generation model is constructed based on the historical oil tank data; wherein the oil tank data comprises oil tank inner limit size data, distance data between fixing holes in tank edge holes, number data of adjusting holes in the tank edge holes, distance data between the adjusting holes in the tank edge holes and distance data between the fixing holes and the adjusting holes; obtaining new oil tank internal limit size data; based on the new oil tank inner limit size data and a tank edge hole generation model, obtaining the distance of fixed holes in the tank edge holes, the number of adjusting holes, the distance data between the adjusting holes and the distance data between the fixed holes and the adjusting holes; according to the tank edge automatic control method, by inputting the inner limit size of the oil tank, the tank edge design workload is omitted, the automatic control function is achieved, the design efficiency is improved, and the design period is shortened.

Description

Technical Field

[0001] The invention belongs to the technical field of transformer preparation, and in particular relates to a box edge automatic control method. Background Art

[0002] In the existing transformer box edge, the box edge holes are controlled by the designer by adjusting the spacing of 2-3 box edge holes according to the actual situation. Each design must be adjusted according to the product's external dimensions, and the design efficiency is not high. Summary of the invention

[0003] The purpose of the present invention is to provide a box edge automatic control method with simple structure and reasonable design in order to solve the above problems.

[0004] The present invention achieves the above-mentioned purpose through the following technical solutions:

[0005] A box edge automatic control method, the method comprising the following steps:

[0006] Obtain historical oil tank data, and build a tank edge hole generation model based on the historical oil tank data;

[0007] The oil tank data includes the oil tank inner limit size data, the distance data between the fixed holes in the tank edge holes, the number data of the adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes;

[0008] Obtain new fuel tank internal limit dimension data;

[0009] Based on the new tank inner limit dimension data and the tank edge hole generation model, the distance of the fixed holes in the tank edge holes, the number of adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes are obtained.

[0010] As a further optimization solution of the present invention, the spacing range of the holes along the box is 105mm-140mm.

[0011] As a further optimization solution of the present invention, the number of the adjustment holes is three or four.

[0012] As a further optimization solution of the present invention, a hole is provided at each corner along the edge of the fuel tank.

[0013] As a further optimization solution of the present invention, adjustment holes are arranged in a direction extending toward the edge with the holes at the corners as base points.

[0014] As a further optimization solution of the present invention, the distances between the adjustment holes are the same, and the distances from the adjustment holes at the first and last ends to the fixing holes are the same.

[0015] As a further optimization scheme of the present invention, historical punching interval data in the punching device is obtained, and the distance between the fixed holes and the distance between the adjustment holes are obtained based on the historical punching interval data.

[0016] The beneficial effects of the present invention are as follows: by inputting the inner limit size of the oil tank, the present invention saves the workload of designing the tank edge, realizes the automatic control function, improves the design efficiency, and shortens the design cycle. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] Figure 1 It is a method flow diagram of a box edge automatic control method of the present invention;

[0018] Figure 2 It is a schematic diagram of the design of a box edge automatic control method of the present invention. DETAILED DESCRIPTION

[0019] The present application is further described in detail below in conjunction with the accompanying drawings. It is necessary to point out here that the following specific implementation methods are only used to further illustrate the present application and cannot be understood as limiting the scope of protection of the present application. Technical personnel in this field can make some non-essential improvements and adjustments to the present application based on the above application content.

[0020] refer to Figure 1 A method flow chart of a box edge automatic control method is shown, the method comprising the following steps:

[0021] Step S102, obtaining historical oil tank data, and constructing a tank edge hole generation model based on the historical oil tank data;

[0022] The oil tank data includes the oil tank inner limit size data, the distance data between the fixed holes in the tank edge holes, the number data of the adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes;

[0023] Step S104, obtaining new fuel tank internal limit dimension data;

[0024] Step S106, based on the new tank inner limit dimension data and the tank edge hole generation model, obtain the distance of the fixed holes in the tank edge holes, the number of adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes.

[0025] For details, please refer to Figure 2 The structure shown, wherein the spacing between various box edge holes ranges from 105mm to 140mm.

[0026] Generally, the number of the adjustment holes is three or four.

[0027] Generally, a hole is provided at the corner along the edge of the fuel tank.

[0028] Adjustment holes are set in the direction extending toward the edge with the holes at the corners as base points.

[0029] The distances between the adjustment holes are the same, and the distances from the adjustment holes at the first and last ends to the fixing holes are the same.

[0030] It should be further explained that a batch of data with known inner limit dimensions of the oil tank and the corresponding spacing between holes along the tank are collected, and the data are cleaned and preprocessed; an appropriate neural network architecture is selected to handle this problem, such as a multi-layer perceptron (MLP), a convolutional neural network (CNN), or a recurrent neural network (RNN); the data set is divided into a training set, a validation set, and a test set. The training set is used to train the model, the validation set is used to adjust the model's hyperparameters and monitor the model's training, and the test set is used to evaluate the model's performance; an appropriate loss function is selected to measure the gap between the model's predicted value and the actual value. Common choices include mean square error (MSE) or mean absolute error (MAE). E), select an optimizer to minimize the loss function. Common choices include stochastic gradient descent (SGD), Adam, etc.; use the training set to train the neural network model. During the training process, monitor the performance of the model on the validation set so that the hyperparameters of the model can be adjusted in time to avoid overfitting; use the test set to evaluate the performance of the model, calculate the error between the model prediction value and the actual value, and analyze whether the performance of the model meets expectations; adjust the structure and hyperparameters of the model according to the evaluation results to further improve the performance of the model; when the model achieves satisfactory performance, it can be deployed in practical applications to predict the relationship between the inner limit size of the fuel tank and the spacing between the holes along the tank.

[0031] Obtain historical punching interval data in the punching device, and obtain the distance between the fixed holes and the distance between the adjustment holes based on the historical punching interval data. Comprehensively consider the corresponding solutions stored in the device to reduce manual adjustment operations.

[0032] Generally, the method in this embodiment can be set in an electronic device for use; therefore, accordingly, a system, a computer-readable storage medium, etc. can also be provided to implement the above-mentioned box edge automatic control method. Furthermore, the so-called system, in this embodiment, should at least include an input unit and an output unit; the same should also be true for the corresponding electronic device, which should include corresponding input devices and display devices.

[0033] The electronic device described in this embodiment is a general data processing device, including a general computer hardware structure, which includes at least a processor and a memory. The processor and the memory are connected via a bus. The memory is suitable for storing instructions or programs executable by the processor. The processor can be an independent microprocessor or a collection of one or more microprocessors. Thus, the processor executes the instructions stored in the memory, thereby executing the method flow of the embodiment of the present invention as described above to realize the processing of data and the control of other devices. The bus connects the above-mentioned multiple components together, and at the same time connects the above-mentioned components to a display controller, a display device, and an input / output (I / O) device. The input / output (I / O) device can be a mouse, a keyboard, a modem, a network interface, a touch input device, a somatosensory input device, a printer, and other devices known in the art. Typically, the input / output device is connected to the system via an input / output (I / O) controller.

[0034] The memory may store software components such as an operating system, a communication module, an interaction module, and an application program. Each of the modules and applications described above corresponds to a set of executable program instructions that implement one or more functions and methods described in the embodiments of the invention.

[0035] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, devices (equipment) or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment or an embodiment combining software and hardware. Moreover, the present application may adopt a computer program product implemented on one or more computer-readable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) containing computer-usable program code.

[0036] The present application is described with reference to flowcharts of methods, apparatuses (devices) and computer program products according to embodiments of the present application. It should be understood that each process in the flowchart can be implemented by computer program instructions.

[0037] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A box edge automatic control method, characterized in that: The Method The following steps are included: Obtain historical oil tank data, and build a tank edge hole generation model based on the historical oil tank data; The oil tank data includes the oil tank inner limit size data, the distance data between the fixed holes in the tank edge holes, the number data of the adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes; Obtain new fuel tank internal limit dimension data; Based on the new tank inner limit dimension data and the tank edge hole generation model, the distance of the fixed holes in the tank edge holes, the number of adjustment holes in the tank edge holes, the distance data between the adjustment holes in the tank edge holes, and the distance data between the fixed holes and the adjustment holes are obtained.

2. The automatic control method for box edge according to claim 1, characterized in that: in, The spacing between the holes along the box is in the range of 105mm-140mm.

3. The automatic control method for box edge according to claim 1, characterized in that: The number of the adjustment holes is three or four.

4. The automatic control method for box edge according to claim 1, characterized in that: A hole is arranged at each corner along the edge of the oil tank.

5. The automatic control method for box edge according to claim 1, characterized in that: Adjustment holes are set in the direction extending toward the edge with the holes at the corners as base points.

6. The automatic control method for box edge according to claim 1, characterized in that: The distances between the adjustment holes are the same, and the distances from the adjustment holes at the first and last ends to the fixing holes are the same.

7. The automatic control method for box edge according to claim 1, characterized in that: The historical punching interval data in the punching device is obtained, and the distance between the fixed holes and the distance between the adjustment holes are obtained based on the historical punching interval data.

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