Winding overlapping calculation method of stator winding circuit board
Through the finite element method and genetic algorithm, the electromagnetic field and thermal field distribution in the overlapping area of the stator winding is optimized, which solves the problems of electromagnetic compatibility and heat dissipation in traditional winding designs, and improves motor efficiency and reliability.
Patent Information
- Application Number
- CN202510275796.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-03-10
- Publication Date
- 2025-07-22
AI Technical Summary
In traditional stator winding design, the overlapping areas of the windings have poor electromagnetic compatibility, uneven heat dissipation, and relying on empirical parameters makes it difficult to adapt to variable motor topology.
The finite element method is used to analyze the coupling of electromagnetic field and thermal field, and the width and angle of the winding overlapping area are adjusted through dynamic optimization, combined with genetic algorithms and edge effect correction factors, the electromagnetic field and thermal field distribution of the winding overlapping area is quantified, and the winding design is optimized.
Improves motor efficiency and reliability, improves winding efficiency by 5% after optimization, reduces electromagnetic interference by 10dB, adapts to different motor topology structures.
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Figure CN120354648A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of motor design and manufacturing, and particularly to a method for calculating winding overlap of a stator winding circuit board. Background Art
[0002] Traditional stator windings are wound manually or mechanically, which have problems such as low efficiency, poor accuracy, and easy generation of electromagnetic interference. Although the existing circuit board winding technology can improve consistency, there is a lack of systematic methods for optimizing the winding overlap area, resulting in the following defects:
[0003] 1. Poor electromagnetic compatibility: The unreasonable design of the winding overlap area easily causes local magnetic field distortion and increases eddy current loss.
[0004] 2. Uneven heat dissipation: The heat distribution in the overlap area is not quantitatively analyzed, affecting the service life of the motor.
[0005] 3. Dependence on empirical parameters: Existing methods are mostly based on fixed empirical formulas and are difficult to adapt to variable motor topologies. Summary of the Invention
[0006] In view of the above problems, the present invention provides a method for calculating winding overlap of a stator winding circuit board, which improves the efficiency and reliability of the motor by quantitatively analyzing the electromagnetic field and thermal field distributions, and is applicable to the winding optimization design of precision motors such as permanent magnet motors and stepper motors.
[0007] The technical solution adopted by the present invention is as follows:
[0008] A method for calculating winding overlap of a stator winding circuit board, comprising the following steps:
[0009] Establish a hierarchical model:
[0010] Decompose the circuit board winding into multiple geometric units, and define the wire path, wire width, and interlayer spacing of each layer;
[0011] Introduce a three-dimensional coordinate system, and mark the spatial position and current direction of each unit;
[0012] Electromagnetic-thermal coupling analysis:
[0013] Magnetic field calculation: Solve Maxwell's equations using the finite element method (FEM) to obtain the magnetic field intensity distribution in the overlap area;
[0014] Loss modeling: Calculate eddy current loss and copper loss according to the magnetic field distribution, and predict the temperature field in combination with the heat conduction equation;
[0015] Dynamic optimization: Iteratively adjust the width and angle of the overlap area with the goals of minimizing loss and uniform heat dissipation;
[0016] Quantitative evaluation of the overlap area:
[0017] Define the overlap coefficient where A overlap is the overlapping area, and A total is the total conductor area;
[0018] Determine the optimal overlap parameters through the constraint conditions K∈[0.2, 0.5] and the temperature rise threshold ΔT≤15°C.
[0019] In a further technical solution, the finite element method is used to solve the eddy current loss in the magnetic field analysis.
[0020] In a further technical solution, the dynamic optimization uses the genetic algorithm to iteratively adjust the overlap angle and width.
[0021] In a further technical solution, the edge effect correction factor β = 1 - e -d / δ is introduced, where d is the edge distance and δ is the skin depth.
[0022] In a further technical solution, in the thermal field analysis, the calculation results of the eddy current loss and the copper loss are input into the heat conduction equation to predict the temperature field distribution in the overlapping area.
[0023] In a further technical solution, the adjustment range of the overlap angle is 10° - 60°, and the adjustment accuracy of the overlap width is ±0.05 mm.
[0024] The beneficial effects of the present invention are as follows:
[0025] 1. For the first time, the coupled analysis of the electromagnetic field and the thermal field is applied to the winding overlap design;
[0026] 2. The genetic algorithm (GA) is used to automatically optimize the parameters to adapt to different motor topologies;
[0027] 3. The correction factor β is introduced to eliminate the influence of magnetic field distortion at the edge of the circuit board;
[0028] 4. The present invention is applicable to permanent magnet synchronous motors with 12 slots or more, and the input parameters include wire width 0.3 - 0.8 mm, layer spacing 0.1 - 0.3 mm, and current density 4 - 8 A / mm 2 ;
[0029] 5. After optimization, the winding efficiency is increased by ≥5%, and the electromagnetic interference is reduced by ≥10 dB. Specific embodiments
[0030] The embodiments of the present invention will be described in detail below.
[0031] Embodiment:
[0032] A winding overlap calculation method for a stator winding circuit board, comprising the following steps:
[0033] Establish a hierarchical model:
[0034] Decompose the circuit board winding into multiple geometric units, and define the wire path, wire width, and interlayer spacing of each layer;
[0035] Introduce a three-dimensional coordinate system, and mark the spatial position and current direction of each unit;
[0036] Electromagnetic-thermal coupling analysis:
[0037] Magnetic field calculation: Use the finite element method (FEM) to solve Maxwell's equations to obtain the magnetic field strength distribution in the overlapping region;
[0038] Loss modeling: Calculate the eddy current loss and copper loss according to the magnetic field distribution, and predict the temperature field in combination with the heat conduction equation;
[0039] Dynamic optimization: With the goal of minimizing loss and uniform heat dissipation, iteratively adjust the width and angle of the overlapping region;
[0040] Quantitative evaluation of the overlapping region:
[0041] Define the overlap coefficient where A overlap is the overlapping area, and A total is the total wire area;
[0042] Determine the optimal overlap parameters through the constraint conditions K∈[0.2,0.5] and the temperature rise threshold ΔT≤15°C.
[0043] In another embodiment, the finite element method is used to solve the eddy current loss in the magnetic field analysis.
[0044] In another embodiment, the dynamic optimization uses a genetic algorithm to iteratively adjust the overlap angle and width.
[0045] In another embodiment, an edge effect correction factor β = 1 - e -d / δ is introduced, where d is the edge distance and δ is the skin depth.
[0046] In another embodiment, in the thermal field analysis, the calculation results of the eddy current loss and copper loss are input into the heat conduction equation ▽·(k▽T)+Q = 0 to predict the temperature field distribution in the overlapping region.
[0047] In another embodiment, the adjustment range of the overlap angle is 10° - 60°, and the adjustment accuracy of the overlap width is ±0.05 mm.
[0048] The above-described embodiments merely represent specific implementation manners of the present invention. The description is relatively specific and detailed, but it should not be construed as a limitation on the scope of the patent for the present invention. It should be noted that for those of ordinary skill in the art, without departing from the concept of the present invention, several modifications and improvements can still be made, and these all fall within the protection scope of the present invention.
Claims
1. A method for calculating the winding overlap of a stator winding circuit board, characterized in that, It includes the following steps: Establish a hierarchical model: Decompose the circuit board winding into multiple geometric units, and define the wire path, wire width, and interlayer spacing for each layer; Introduce a three-dimensional coordinate system to mark the spatial positions and current directions of each unit; Electromagnetic-thermal coupling analysis: Magnetic field calculation: Solve the Maxwell equations using the finite element method to obtain the magnetic field strength distribution in the overlapping region; Loss modeling: Calculate the eddy current loss and copper loss based on the magnetic field distribution, and predict the temperature field in combination with the heat conduction equation; Dynamic optimization: Iteratively adjust the width and angle of the overlapping region with the goals of minimizing losses and uniform heat dissipation; Quantitative evaluation of the overlapping region: Define the overlap coefficient where A overlap is the overlapping area, and A total is the total conductor area; Determine the optimal overlapping parameters through the constraint conditions K ∈ [0.2, 0.5] and the temperature rise threshold ΔT ≤ 15°C.
2. The winding overlap calculation method of the stator winding circuit board according to claim 1, characterized in that The finite element method is used to solve the eddy current loss in the magnetic field analysis.
3. The winding overlap calculation method of the stator winding circuit board according to claim 1, characterized in that The dynamic optimization uses a genetic algorithm to iteratively adjust the overlapping angle and width.
4. The winding overlap calculation method of the stator winding circuit board according to claim 1, characterized in that, Introduce the edge effect correction factor β = 1 - e -d / δ , where d is the edge distance and δ is the skin depth.
5. The winding overlap calculation method of the stator winding circuit board according to claim 1, characterized in that In the thermal field analysis, the calculation results of the eddy current loss and copper loss are input into the heat conduction equation ▽·(k▽T)+Q = 0 to predict the temperature field distribution in the overlapping region.
6. The winding overlap calculation method of the stator winding circuit board according to claim 1, characterized in that The adjustment range of the overlapping angle is 10° - 60°, and the adjustment accuracy of the overlapping width is ±0.05 mm.