Jiduo Zhang

Objective

Pursuing Ph.D admission in 2020 fall

Education

Northwestern Polytechnical University 2017.9 -

Xi'an, China (People's Republic of)

RWTH-Aachen University 2016.9 - 2017.4

52062 Aachen, Germany

Northwestern Polytechnical University 2013.9 - 2017.6

Xi'an, China (People's Republic of)

Publications

Predicting tool wear in different machining condition using convolutional neural network and transfer learning

Jiduo Zhang; Rong Mo, Huibin Sun.
_ The International Journal of Prognostics and Health Management_
(Special Issue, Accept & contingent on major revisions, Apr 2019).

In-process Tool Condition Monitoring Based on Convolution Neural Network

Dali Cao, Huibin Sun, Jiduo Zhang, and Rong Mo.
Computer Integrated Manufacturing Systems
[PDF] [repo]

Digital twins of machining tool in cutting process

Huibin Sun, Junlin Pan, Jiduo Zhang; Rong Mo;
Computer Integrated Manufacturing Systems
(Chinese Journal, accepted, Dec 2018).

RESIDUAL CONVOLUTIONAL NEURAL NETWORK-BASED TOOL CONDITION MONITORING MODEL AND ITS VISUALIZATION

Huibin Sun and Jiduo Zhang,
The 48th International Conference on Computers and Industrial Engineering
[WEBSITE]

Patent

Modeling and monitoring method of cutter abrasion loss on basis of residual error convolutional neural network

Mo Rong; Zhang Jiduo; Sun Huibin; Cao Dali; Pan Junlin; Du Hailei ;
National Intellectual Property Administration of P.R.China
[CN108942409 (A), Dec 2018].

Modeling and forecasting method of cutter abrasion loss on basis of recurrent neural network

Mo Rong; Zhang Jiduo; Sun Huibin; Cao Dali; Pan Junlin; Du Hailei ;
National Intellectual Property Administration of P.R.China
[CN109940458(A), Jun 2019].

Projects

Key Lab of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education 2017.9-now

Homepage of projects -> kidozh.com/projects

Peter the Great St.Petersburg Polytechnic U. 2018

RWTH Aachen University 2016-2017

Experience

Prognostic and Health management, Key Lab of Contemporary Design and Integrated Manufacturing Technology, Ministry of Education, NPU 2017.9 -

Tool wear degradation monitoring, forecasting and reconstructing investigation based on deep learning methods, funded by National Natural Science Foundation of China (No. 51875475)

Peter the Great St.Petersburg Polytechnic University 2018.1 - 2018.2

Turbomachinery Winter Camp
Turbomachinery, in mechanical engineering

Lightweighting Design, RWTH-Aachen 2014.9 - 2015.11

SLA
bolts effects in composite material, bolt’s effect in bolted joint by ABAQUS is investigated. Hashin failure criteria is applied and it was funded by China Scholarship Council.

Dance Robot Inovation Club, NPU 2014.9 - 2015.11

Computer Vision in Software Department
Computer Vision, in basketball robot, aims to identify basketball and measure the distance from that. OpenCV, Point Cloud, Machine Learning and Deep Learning is used. The robot won the 3rd prize at RoboCup Contest in 2015.

ACM Inovation Base 2014.7 - 2017.6

ACM/ICPC
ACM, Learns about fundamental and advanced computer algorithm and data structure. I won two prizes at Sichuan and Shaanxi ACM/ICPC provincial contest and H in Shanghai Asian Regional.

Languages

Skills

Honors & Awards

University Scholarship of Northwestern Polytechnical University Shaanxi, 2018
Northwestern Polytechnical University Graduate Innovation Seed Fund Shaanxi, 2017
Outstanding graduates Shaanxi, 2017
Yingcai scholarship of Northwestern Polytechnical University Shaanxi, 2013-2017
CSC Scholarship for outstanding undergraduates Shaanxi, 2016
Silver medal in ACM-ICPC Shaanxi Regional Contest Xi'an, 2015
University Scholarship of Northwestern Polytechnical University Shaanxi, 2015
Bronze in RoboCup Robot Contest Dongguan, 2015
Silver medal in ACM-ICPC Southwestern China’s Regional Contest Chengdu, 2015
Honorable mention in ACM-ICPC Shanghai Regional Shanghai,2014
Honors College Award Shaanxi, 2014