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BioResources • Vol 16 • No 2
Discrete wavelet transformation and genetic algorithm – back propagation neural network applied in monitoring woodworking tool wear conditions in the milling operation spindle power signals
2021
Tool wear conditions monitoring is an important mechanical processing system that can improve the processing quality of wood plastic composite furniture and reduce industrial energy consumption. An appropriate signal, feature extraction method, and model esta…
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Signal Processing

Analysing, modifying and creating signals

Signal processing is an electrical engineering subfield that focuses on analyzing, modifying and synthesizing signals , such as sound, images, potential fields, seismic signals, altimetry processing, and scientific measurements. Signal processing techniques are used to optimize transmissions, digital storage efficiency, correcting distorted signals, subjective video quality, and to also detect or pinpoint components of interest in a measured signal.

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BioResources • Vol 16 • No 2
Discrete wavelet transformation and genetic algorithm – back propagation neural network applied in monitoring woodworking tool wear conditions in the milling operation spindle power signals
2021
Tool wear conditions monitoring is an important mechanical processing system that can improve the processing quality of wood plastic composite furniture and reduce industrial energy consumption. An appropriate signal, feature extraction method, and model establishment method can effectively improve the accuracy of tool wear monitoring. In this work, an effective method based on discrete wavelet transformation (DWT) and genetic algorithm (GA) – back propagation (BP) neural network was proposed to monitor the tool w…
Click Signal Processing Vs:
Genetic Algorithm
Machine Tool
Milling Cutter
Discrete Wavelet Transform
Engineering
Wavelet Transform
Computer Science
Machining
Mechanical Engineering
Click Signal Processing Vs:
Artificial Intelligence
Electronic Engineering
Machine Learning
Mathematics
Physics
Biochemistry
Programming Language
Electrical Engineering