Dandan Peng

2.4k total citations · 4 hit papers
39 papers, 1.8k citations indexed

About

Dandan Peng is a scholar working on Control and Systems Engineering, Mechanical Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Dandan Peng has authored 39 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Control and Systems Engineering, 17 papers in Mechanical Engineering and 7 papers in Computer Vision and Pattern Recognition. Recurrent topics in Dandan Peng's work include Machine Fault Diagnosis Techniques (22 papers), Gear and Bearing Dynamics Analysis (13 papers) and Engineering Diagnostics and Reliability (7 papers). Dandan Peng is often cited by papers focused on Machine Fault Diagnosis Techniques (22 papers), Gear and Bearing Dynamics Analysis (13 papers) and Engineering Diagnostics and Reliability (7 papers). Dandan Peng collaborates with scholars based in China, Belgium and Hong Kong. Dandan Peng's co-authors include Huan Wang, Zhiliang Liu, Yong Qin, Ming J. Zuo, Zhe Cheng, Jian Chen, Wei Zhang, Limin Jia, Zhiliang Liu and Le Sun and has published in prestigious journals such as Scientific Reports, IEEE Access and Sensors.

In The Last Decade

Dandan Peng

33 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

2019 384 citations Huan Wang, Zhiliang Liu et al. profile →
Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

2020 260 citations Dandan Peng, Huan Wang et al. profile →
Attention-guided joint learning CNN with noise robustness for bearing fault diagnosis and vibration signal denoising

2021 174 citations Huan Wang, Zhiliang Liu et al. ISA Transactions profile →
Interpretable convolutional neural network with multilayer wavelet for Noise-Robust Machinery fault diagnosis

2023 141 citations Huan Wang, Zhiliang Liu et al. Mechanical Systems and Signal Processing profile →

Peers

Countries citing papers authored by Dandan Peng

Since Specialization

Citations

This map shows the geographic impact of Dandan Peng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dandan Peng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dandan Peng more than expected).

Fields of papers citing papers by Dandan Peng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dandan Peng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dandan Peng. The network helps show where Dandan Peng may publish in the future.

Co-authorship network of co-authors of Dandan Peng

This figure shows the co-authorship network connecting the top 25 collaborators of Dandan Peng. A scholar is included among the top collaborators of Dandan Peng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dandan Peng. Dandan Peng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	SMNet: A Novel Compositional Generalization Model for Industrial Robot Multijoint Fault Diagnosis 2026 ·IEEE Internet of Things Journal ·(unknown), (unknown), (unknown), Dandan Peng, (unknown), (unknown), (unknown)	0
2	Wavelet Transformer-Based Multichannel and Multiresolution Information Perceptron for Lithium-Ion Battery State of Health Estimation 2025 ·IEEE Transactions on Transportation Electrification ·(unknown), Dandan Peng, Jinpeng Tian	1
3	Deep adaptive wavelet autoencoder with mutually independent empirical cumulative distribution for unsupervised motor anomaly detection 2025 ·Engineering Applications of Artificial Intelligence ·(unknown), (unknown), Dandan Peng, (unknown), Huan Wang	0
4	A high-precision segmentation method based on UNet for disc cutter holder of shield machine 2025 ·Scientific Reports ·Dandan Peng, Guoli Zhu, Zhe Xie	0
5	Video transformer with three-dimensional shifted window multi-head self-attention for automatic part quality detection during two-photon lithography 2025 ·Advanced Engineering Informatics ·(unknown), Dandan Peng, Zisheng Wang, (unknown), (unknown)	0
6	Physics-driven cross domain digital twin framework for bearing fault diagnosis in non-stationary conditions 2025 ·Mechanical Systems and Signal Processing ·Dandan Peng, (unknown), Alexandre Mauricio, (unknown), Wim Desmet, Konstantinos Gryllias	10
7	Denoising autoencoder multilayer perceptron spiking neural network for isonicotinic acid yield prediction on real industrial dataset 2025 ·Advanced Engineering Informatics ·(unknown), (unknown), Zisheng Wang, Dandan Peng, (unknown), (unknown)	1
8	Improved Support Vector Machine for Circuit Breaker Fault Diagnosis Based on Spark Technology 2024 ·(unknown), Ming Su, Xiaobing Yu, Dandan Peng, (unknown), (unknown)	0
9	SCADA-Based Long-Term Wind Turbine Performance Degradation Analysis Based on Deep Learning Techniques 2024 ·Lirias (KU Leuven) ·Dandan Peng, Ludovico Terzi, Wim Desmet, Konstantinos Gryllias	1
10	GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis 2023 ·Journal of Engineering for Gas Turbines and Power ·Dandan Peng, Wim Desmet, Konstantinos Gryllias	1
11	Line-Features-Based Pose Estimation Method for the Disc Cutter Holder of Shield Machine 2023 ·Sensors ·Zhe Xie, Guoli Zhu, Dailin Zhang, Dandan Peng, (unknown), (unknown)	4
12	RMA-CNN: A Residual Mixed-Domain Attention CNN for Bearings Fault Diagnosis and its Time-Frequency Domain Interpretability 2023 ·Lirias (KU Leuven) ·Dandan Peng, Huan Wang, Wim Desmet, Konstantinos Gryllias	23
13	Interpretable convolutional neural network with multilayer wavelet for Noise-Robust Machinery fault diagnosis breakdown → 2023 ·Mechanical Systems and Signal Processing ·Huan Wang, Zhiliang Liu, Dandan Peng, Ming J. Zuo	141
14	Improved Hilbert–Huang transform with soft sifting stopping criterion and its application to fault diagnosis of wheelset bearings 2021 ·ISA Transactions ·Zhiliang Liu, Dandan Peng, Ming J. Zuo, (unknown), Yong Qin	82
15	Measuring Prospective Imagery: Psychometric Properties of the Chinese Version of the Prospective Imagery Task 2021 ·Frontiers in Psychology ·Mingfan Liu, Yiting Chen, Xiaoying Yin, Dandan Peng, Xinqiang Wang, Baojuan Ye	8
16	Attention-guided joint learning CNN with noise robustness for bearing fault diagnosis and vibration signal denoising breakdown → 2021 ·ISA Transactions ·Huan Wang, Zhiliang Liu, Dandan Peng, Zhe Cheng	174
17	A stacked LSTM for atrial fibrillation prediction based on multivariate ECGs 2020 ·Health Information Science and Systems ·Le Sun, Yukang Wang, Jinyuan He, Haoyuan Li, Dandan Peng, Yilin Wang	22
18	Study QoS Optimization and Energy Saving Techniques in Cloud, Fog, Edge, and IoT 2020 ·Complexity ·Zhiguo Qu, (unknown), Le Sun, Dandan Peng, Zheng Li	21
19	ACCUGRAM: A novel approach based on classification to frequency band selection for rotating machinery fault diagnosis 2019 ·ISA Transactions ·Zhiliang Liu, (unknown), Ming J. Zuo, Dandan Peng	38
20	A quantified self-adaptive filtering method: effective IMFs selection based on CEEMD 2018 ·Measurement Science and Technology ·Hongmei Zheng, (unknown), (unknown), Dandan Peng, (unknown)	13

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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