Get started
Author

Yipeng Wu

A review of data-driven approaches for burst detection in water distribution systems
2017 · Yipeng Wu, Shuming Liu · Urban Water Journal · 193
Short-Term Water Demand Forecast Based on Deep Learning Method
2018 · Guancheng Guo, Shuming Liu, et al. · Journal of Water Resources Planning and Management · 188
Burst detection in district metering areas using a data driven clustering algorithm
2016 · Yipeng Wu, Shuming Liu, et al. · Water Research · 135
Leakage Detection in Water Distribution Systems Based on Time–Frequency Convolutional Neural Network
2020 · Guancheng Guo, Xipeng Yu, et al. · Journal of Water Resources Planning and Management · 121
Burst Detection in District Metering Areas Using Deep Learning Method
2020 · Xiaoting Wang, Guancheng Guo, et al. · Journal of Water Resources Planning and Management · 98
A survey on fault diagnosis of rotating machinery based on machine learning
2024 · Qi Wang, Rui Huang, et al. · Measurement Science and Technology · 94
A review of graph and complex network theory in water distribution networks: Mathematical foundation, application and prospects
2024 · Xipeng Yu, Yipeng Wu, et al. · Water Research · 68
Advancing deep learning-based acoustic leak detection methods towards application for water distribution systems from a data-centric perspective
2024 · Yipeng Wu, Xingke Ma, et al. · Water Research · 59
Generative Artificial Intelligence: A New Engine for Advancing Environmental Science and Engineering
2024 · Yipeng Wu, Ming Xu, et al. · Environmental Science & Technology · 49
PDF
Addressing data limitations in leakage detection of water distribution systems: Data creation, data requirement reduction, and knowledge transfer
2024 · Yipeng Wu, Shuming Liu, et al. · Water Research · 45
Using Correlation between Data from Multiple Monitoring Sensors to Detect Bursts in Water Distribution Systems
2017 · Yipeng Wu, Shuming Liu, et al. · Journal of Water Resources Planning and Management · 44
Bridging hydraulics and graph signal processing: A new perspective to estimate water distribution network pressures
2022 · Xiao Zhou, Shuming Liu, et al. · Water Research · 43
Towards greater socio-economic equality in allocation of wastewater discharge permits in China based on the weighted Gini coefficient
2017 · Qiang Yuan, Neil McIntyre, et al. · Resources Conservation and Recycling · 38
Hybrid method for enhancing acoustic leak detection in water distribution systems: Integration of handcrafted features and deep learning approaches
2023 · Yipeng Wu, Xingke Ma, et al. · Process Safety and Environmental Protection · 34
Modeling Indirect Greenhouse Gas Emissions Sources from Urban Wastewater Treatment Plants: Integrating Machine Learning Models to Compensate for Sparse Parameters with Abundant Observations
2023 · Yujun Huang, Yifan Xie, et al. · Environmental Science & Technology · 33
Resilience evaluation for water distribution system based on partial nodes’ hydraulic information
2023 · Xipeng Yu, Yipeng Wu, et al. · Water Research · 27
Reducing energy use for water supply to China’s high-rises
2016 · Kate Smith, Shuming Liu, et al. · Energy and Buildings · 27
Distance-Based Burst Detection Using Multiple Pressure Sensors in District Metering Areas
2018 · Yipeng Wu, Shuming Liu, et al. · Journal of Water Resources Planning and Management · 24
Burst Detection by Analyzing Shape Similarity of Time Series Subsequences in District Metering Areas
2019 · Yipeng Wu, Shuming Liu · Journal of Water Resources Planning and Management · 23
A weighting strategy to improve water demand forecasting performance based on spatial correlation between multiple sensors
2023 · Yipeng Wu, Xiaoting Wang, et al. · Sustainable Cities and Society · 22
A surface metal ion-modified 3D-printed Ti-6Al-4V implant with direct and immunoregulatory antibacterial and osteogenic activity
2023 · Yipeng Wu, Xiangwen Shi, et al. · Frontiers in Bioengineering and Biotechnology · 20
Improved machine learning leak fault recognition for low-pressure natural gas valve
2023 · Mingyang Liu, Xianming Lang, et al. · Process Safety and Environmental Protection · 13
Semi-supervised learning-based identification of the attachment between sludge and microparticles in wastewater treatment
2025 · Tianlong Jia, Jing Yu, et al. · Journal of Environmental Management · 8
Research on speed control of permanent magnet synchronous motor based on RBF neural network tuning PID
2022 · Wanli Wang, Han Pang, et al. · Journal of Physics Conference Series · 8
PDF
Leak detection in water supply networks using two-stage temporal segmentation and incremental learning for non-stationary acoustic signals
2025 · Xingke Ma, Yipeng Wu, et al. · Water Research X · 7
Works count: 40
Citation count: 1,447
H-index: 20
I10-index: 22
Year
Topic
Type