Jiachi Yao

778 total citations · 2 hit papers
22 papers, 546 citations indexed

About

Jiachi Yao is a scholar working on Control and Systems Engineering, Mechanical Engineering and Automotive Engineering. According to data from OpenAlex, Jiachi Yao has authored 22 papers receiving a total of 546 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Control and Systems Engineering, 8 papers in Mechanical Engineering and 6 papers in Automotive Engineering. Recurrent topics in Jiachi Yao's work include Machine Fault Diagnosis Techniques (15 papers), Gear and Bearing Dynamics Analysis (6 papers) and Fault Detection and Control Systems (4 papers). Jiachi Yao is often cited by papers focused on Machine Fault Diagnosis Techniques (15 papers), Gear and Bearing Dynamics Analysis (6 papers) and Fault Detection and Control Systems (4 papers). Jiachi Yao collaborates with scholars based in China, Hong Kong and India. Jiachi Yao's co-authors include Te Han, Yanxue Wang, Dongxiang Jiang, Yang Xiang, Meng Li, Xinming Li, Chao Liu, Chao Liu, Xiaochen Zhang and Hongjun Wang and has published in prestigious journals such as Renewable and Sustainable Energy Reviews, Energy and Applied Thermal Engineering.

In The Last Decade

Jiachi Yao

18 papers receiving 531 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.

Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data

2023 148 citations Jiachi Yao, Te Han Energy profile →
Multi-sensor fusion fault diagnosis method of wind turbine bearing based on adaptive convergent viewable neural networks

2024 65 citations Xinming Li, Yanxue Wang et al. Reliability Engineering & System Safety profile →

Peers

Countries citing papers authored by Jiachi Yao

Since Specialization

Citations

This map shows the geographic impact of Jiachi Yao'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 Jiachi Yao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jiachi Yao more than expected).

Fields of papers citing papers by Jiachi Yao

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jiachi Yao. 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 Jiachi Yao. The network helps show where Jiachi Yao may publish in the future.

Co-authorship network of co-authors of Jiachi Yao

This figure shows the co-authorship network connecting the top 25 collaborators of Jiachi Yao. A scholar is included among the top collaborators of Jiachi Yao 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 Jiachi Yao. Jiachi Yao 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	Utilizing large-scale foundation models for prognostics and health management in wind turbines: Techniques, challenges, and future directions 2025 ·Renewable and Sustainable Energy Reviews ·Jiachi Yao, Te Han	0
2	Wind turbine blade damage identification using lightweight YOLO11 with multi-scale dilated attention 2025 ·Applied Soft Computing ·Wenjing Xu, Jiachi Yao, Yanxue Wang, Chao Liu, Xinyu Liu, Dongxiang Jiang	0
3	Confidence-aware quantile Transformer for reliable degradation prediction of battery energy storage systems 2025 ·Reliability Engineering & System Safety ·Rui Wu, Jinpeng Tian, Jiachi Yao, Te Han, Chunsheng Hu	5
4	Semi-supervised adversarial deep learning for capacity estimation of battery energy storage systems 2024 ·Energy ·Jiachi Yao, (unknown), Te Han, (unknown)	50
5	Twins transformer: rolling bearing fault diagnosis based on cross-attention fusion of time and frequency domain features 2024 ·Measurement Science and Technology ·(unknown), Yanxue Wang, (unknown), Jiachi Yao	14
6	Energy-Propagation Graph Neural Networks for Enhanced Out-of-Distribution Fault Analysis in Intelligent Construction Machinery Systems 2024 ·IEEE Internet of Things Journal ·Xinming Li, Meng Li, (unknown), Yanxue Wang, Jiachi Yao, Jianbo Feng	20
7	Research on the influence of acoustic short circuit fault of air spring isolator on ship floating raft isolation system 2024 ·Advances in Mechanical Engineering ·Shuai Wang, (unknown), Haitao Tan, Shiliang Jiang, Miao Zhang, Wei Liu, Jiachi Yao	0
8	Adaptive Convergent Visibility Graph Network: An interpretable method for intelligent rolling bearing diagnosis 2024 ·Mechanical Systems and Signal Processing ·Xinming Li, Yanxue Wang, (unknown), Jiachi Yao, Meng Li	16
9	Multi-sensor fusion fault diagnosis method of wind turbine bearing based on adaptive convergent viewable neural networks breakdown → 2024 ·Reliability Engineering & System Safety ·Xinming Li, Yanxue Wang, Jiachi Yao, Meng Li, (unknown)	65
10	Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data breakdown → 2023 ·Energy ·Jiachi Yao, Te Han	148
11	A low-frequency fault detection method for low-speed planetary gearbox based on acoustic signals 2022 ·Applied Acoustics ·Jiachi Yao, Chao Liu, Hongjun Wang, Dongxiang Jiang	14
12	A planetary gearbox fault diagnosis method based on time-series imaging feature fusion and a transformer model 2022 ·Measurement Science and Technology ·Rui Wu, Chao Liu, Te Han, Jiachi Yao, Dongxiang Jiang	21
13	Fault detection of complex planetary gearbox using acoustic signals 2021 ·Measurement ·Jiachi Yao, Chao Liu, (unknown), Xiaochen Zhang, Dongxiang Jiang	24
14	Fault diagnosis of planetary gearbox based on acoustic signals 2021 ·Applied Acoustics ·Jiachi Yao, Chao Liu, (unknown), (unknown), Dongxiang Jiang	51
15	Noise Source Separation of an Internal Combustion Engine Based on a Single‐Channel Algorithm 2019 ·Shock and Vibration ·Jiachi Yao, Yang Xiang, (unknown), (unknown)	7
16	An Element-Free Galerkin Coupled with Improved Infinite Element Method for Exterior Acoustic Problem 2018 ·(unknown), Yang Xiang, Jiachi Yao, Shuai Wang	6
17	Research on Experimental Method for Obtaining Independent Combustion Noise of Internal Combustion Engine 2018 ·Shock and Vibration ·Yang Xiang, Jiachi Yao, Qiang Zhou, (unknown), Shuai Wang	0
18	Noise source separation of diesel engine by combining binaural sound localization method and blind source separation method 2017 ·Mechanical Systems and Signal Processing ·Jiachi Yao, Yang Xiang, (unknown), Shengyang Li, (unknown)	18
19	Radiation Noise Separation of Internal Combustion Engine Based on Gammatone-RobustICA Method 2017 ·Shock and Vibration ·Jiachi Yao, Yang Xiang, (unknown), Shuai Wang	6
20	Noise source identification of diesel engine based on variational mode decomposition and robust independent component analysis 2016 ·Applied Acoustics ·Jiachi Yao, Yang Xiang, (unknown), (unknown), (unknown)	68

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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