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Chunsheng Yang

Nanchang University · CN
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Area of research
Control and Systems Engineering · Biomedical Engineering
Research interest
Research focused on Artificial neural network and Transformer, with related work in Demand response, Probabilistic neural network, Mathematical optimization. Notable publications include 'Robust capacity optimization methods for integrated energy systems considering demand response and thermal comfort', 'BA-PNN-based methods for power transformer fault diagnosis', and 'Multi-objective optimal scheduling for CCHP microgrids considering peak-load reduction by augmented ε -constraint method'.
h-index
citations
885
works
20
NIH funding
primary concept
email

Recent publications

Comprehensive review of Transformer‐based models in neuroscience, neurology, and psychiatry
Brain‐X 2024cited by 42position: lastdoi
Prior knowledge-embedded meta-transfer learning for few-shot fault diagnosis under variable operating conditions
Mechanical Systems and Signal Processing 2023cited by 105position: lastdoi
Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines
Reliability Engineering & System Safety 2023cited by 38position: lastdoi
Conventional and advanced exergy-exergoeconomic-exergoenvironmental analyses of an organic Rankine cycle integrated with solar and biomass energy sources
Energy 2023cited by 28position: middledoi
Multi-objective optimization of hydrogen production system based on the combined supercritical cycle and gas turbine plant
Chemosphere 2023cited by 3position: middledoi
Robust capacity optimization methods for integrated energy systems considering demand response and thermal comfort
Energy 2021cited by 166position: lastdoi
Multi-objective optimal scheduling for CCHP microgrids considering peak-load reduction by augmented <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:mrow><mml:mi mathvariant="normal">ε</mml:mi></mml:mrow></mml:math>-constraint method
Renewable Energy 2021cited by 120position: middledoi
A Case-based Reasoning Approach for Supporting Facilitation in Online Discussions
Group Decision and Negotiation 2021cited by 10position: lastdoi
A Hybrid machine‐learning method for oil‐immersed power transformer fault diagnosis
IEEJ Transactions on Electrical and Electronic Engineering 2020cited by 26position: lastdoi
BA-PNN-based methods for power transformer fault diagnosis
Advanced Engineering Informatics 2019cited by 121position: middledoi
Fault Diagnosis in Chemical Processes Based on Class-Incremental FDA and PCA
IEEE Access 2019cited by 23position: middledoi
An optimized GRNN‐enabled approach for power transformer fault diagnosis
IEEJ Transactions on Electrical and Electronic Engineering 2019cited by 13position: lastdoi
A Case-Based Reasoning Approach for Facilitating Online Discussions
Lecture notes in computer science 2019cited by 2position: lastdoi
Machine Learning-Based Sensor Data Modeling Methods for Power Transformer PHM
Sensors 2018cited by 34position: lastdoi
A Joint Multi-Feature and Scale-Adaptive Correlation Filter Tracker
IEEE Access 2018cited by 10position: middledoi
A Case-based Reasoning Approach for Automated Facilitation in Online Discussion Systems
2018cited by 9position: lastdoi
A practical solution for HVAC prognostics: Failure mode and effects analysis in building maintenance
Journal of Building Engineering 2017cited by 76position: firstdoi
Collision detection for virtual environment using particle swarm optimization with adaptive cauchy mutation
Cluster Computing 2017cited by 22position: middledoi
Particle filtering-based methods for time to failure estimation with a real-world prognostic application
Applied Intelligence 2017cited by 15position: firstdoi
Data mining-based methods for fault isolation with validated FMEA model ranking
Applied Intelligence 2015cited by 22position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Xiaohui Yang · Nanchang University8 papers (2018–2021)Anyi Li · Nanchang University4 papers (2018–2020)Peter Liu · Harbor–UCLA Medical Center3 papers (2017–2019)Minjie Zhang · South China Agricultural University3 papers (2018–2021)Zihao Xie · Nanchang University3 papers (2018–2019)Wen Gu · University of Wollongong3 papers (2018–2021) · 3 papers (2018–2021) · 3 papers (2018–2021)Ke Feng · National University of Singapore3 papers (2023–2023)Ming-Yang Huang · University of Wollongong2 papers (2023–2023)Zhenjun Ma · Shandong University2 papers (2023–2023)Huanyu Dong · Nanchang University2 papers (2018–2019) · 2 papers (2023–2023) · 2 papers (2023–2023)Yanni Zou · Nanchang University2 papers (2015–2017) · 2 papers (2023–2023)Qiangqiang Cheng · Nanchang University2 papers (2017–2017)Shaoping Xu · Nanchang University2 papers (2021–2021)Lei Yang · Southwestern Medical Center1 papers (2018–2018)Yuejian Chen · University of Manitoba1 papers (2023–2023)
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