English中文

Hi.

I am Jiduo Zhang and a Ph.D. candidate majoring in Mechanical Engineering at The University of Manchester.
It's is my portal page to navigate relative pages including my archived blog, projects and app. Hope you enjoy it.

Overview

Preview GitHub
Old kidozh archives including blog, project and cv

Archived Blog

Blog, Deep learning projects, Pattern
Preview GitHub
My resume updated at 1st, July, 2019

Resume

Resume, Markdown
Preview GitHub
Lightweight Discuz! mobile app

Discuz Hub

Android, Discuz! Mobile, Lightweight
Preview GitHub
Help NPUers browse library, transistion and other aspects of NPU life

NpuHelper

Android, Discuz! Mobile, Lightweight
Preview GitHub
A fast and accurate CNN model to monitor tool wear

Tool wear monitoring

Deep Learning, Keras, Machine Tool, Tool Condition Monitoring
Preview GitHub
One model to predict tool wear in multiple machining condition and its easy transferring to new condition.

Tool wear monitoring in multiple condition

Deep Learning, Keras, Machine Tool, Tool Condition Monitoring, Transfer Learning
Preview GitHub
Easy, intuitive and accurate way to demonstrate Mechanism of convolutional kernel in processing 1D signal.

DBSCAN based TDA Visualization

Deep Learning, Keras, Topology Data Analysis, Visualization
Preview GitHub
The 1st forecasting LSTM model to forecast tool wear based on history

LSTM Based Tool Wear Forecast

Deep Learning, Keras, Machine Tool, Tool Condition Forecasting, Long-Short Term Mechanism
Preview GitHub
Simulate real and random signal accordance to tool wear by deep conditional convolutional generative adversarial network

Deep CGAN based tool wear digital twin

Deep Learning, Keras, Machine Tool, Digital Twin, Deep Convolutional Generative Adversarial Neural Network

Contact Me

If you have any questions about my project or work, you could contact me via email. kidozh[AT]gmail[DOT]com

Please note that I may not respond to your email promptly due to current works. But I'll try.