WuHZ

Research Profile

Haoze Wu

PhD Candidate

Researching data governance for complex equipment monitoring, intelligent operation and maintenance, and AI-driven engineering systems, with a focus on algorithms and deployable software solutions for aero-engine diagnostics, missing-data recovery, and industrial applications.

Selected PublicationsGitHub

01

Selected Publications

Representative published work and project pages.

2025CCRL

CCRL: Continual Contrastive Reinforcement Learning

Advanced Engineering Informatics, 2025. Environment-aware aero-engine fault diagnosis under extreme class imbalance.

2025CUR-E

CUR-E: Reliable Missing Data Imputation

Neurocomputing, 2025. Interval-aware recovery for aero-engine degradation data.

2026TSAN

TSAN: Transferable Snippet Augmentation

Advanced Engineering Informatics, 2026. Trend-grouped fine-tuning for engine-specific degradation prediction.

02

Education

  1. 01Sep 2020 - Present, PhD in Mechanical Engineering, Harbin Institute of Technology
  2. 02Sep 2016 - Jun 2020, BEng in Mechanical Design Manufacturing and Automation, Shandong University

Selected Highlights

  1. 01Published 3 SCI papers on aero-engine fault diagnosis, missing-data imputation, and degradation prediction.
  2. 02Filed and authorized 2 patents, including a method for complex equipment data processing based on CITIN.
  3. 03Hands-on experience across algorithm research, engineering implementation, and production-oriented software delivery.

03

Research Projects

Skills

  • Collaboration: version-controlled team development, technical reports, and academic writing in Chinese and English.
  • Software: project experience with Python, Java, C/C++, Qt, React, and Spring Boot across algorithms, full-stack systems, and deployment.
  • Hardware: familiarity with PCB design, soldering and testing, driver debugging, and common communication protocols.
  1. 01Key technologies and demonstration applications for intelligent O&M of domestic civil aircraft, National Key R&D Program (Dec 2023 - Present)
  2. 02Fault precursor enhancement and fused warning methods for large civil aero-engine ground testing, National Natural Science Foundation project (Jan 2024 - Present)
  3. 03Condition-based maintenance technology and system for mission-driven equipment, rapid transformation project (Oct 2021 - Dec 2023)
  4. 04Lifecycle big-data business system for specialized equipment, institute key project (Mar 2021 - Sep 2021)
  5. 05Knowledge management and recommendation for engine R&D processes, industry-academia collaboration project (Dec 2019 - Jul 2020)

04

Awards

2017 National Second Prize, China Undergraduate Electronic Design Contest

2018 Second Prize, Asian Student Supercomputer Challenge

2017 Third Prize, Shandong University Robot Competition

2018 Third Prize, Shenzhen Innovation and Entrepreneurship Competition at Shandong University

2020 Outstanding Graduate, Shandong University