关键词: 人工神经网络, 线缆敷设质量, 质量评估, 复杂机电产品

Abstract: Aiming at the problem that the quality of cable harness wiring quality is difficult to control and judge, the paper puts forward a comprehensive evaluation method of cable harness wiring quality of complex mechatronic products based on artificial neural network, which is complicated and difficult to regulate and unify the complicated mechanical and electrical products. Firstly, the influencing factors of the cable harness wiring process are analyzed, and the quality index system of cable harness wiring is established. Secondly, on the basis of the index system, AHP is used to qualitatively analyze the factors. Finally, the multi-index comprehensive evaluation method based on artificial neural network and AHP method is used to simulate the quality of cable harness wiring. The evaluation results are compared with the expert evaluation results, and the learning ability of the network is analyzed. Using the analysis of a complex mechatronic products, the results not only verify the effectiveness and feasibility of the method, but also show the superiority of artificial neural network in comprehensive evaluation.

Key words: artificial neural network, cable harness wiring quality, quality assessment, complex mechatronic products