Fault Diagnosis of Hydro-Turbine Based on CEEMDAN-MPE Preprocessing Combined with CPO-BILSTM Modelling
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- He, Deqiang & Liu, Chenyu & Jin, Zhenzhen & Ma, Rui & Chen, Yanjun & Shan, Sheng, 2022. "Fault diagnosis of flywheel bearing based on parameter optimization variational mode decomposition energy entropy and deep learning," Energy, Elsevier, vol. 239(PB).
- Liu, Tiebing & Yao, Wenpo & Wu, Min & Shi, Zhaorong & Wang, Jun & Ning, Xinbao, 2017. "Multiscale permutation entropy analysis of electrocardiogram," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 471(C), pages 492-498.
- Dao, Fang & Zeng, Yun & Qian, Jing, 2024. "Fault diagnosis of hydro-turbine via the incorporation of bayesian algorithm optimized CNN-LSTM neural network," Energy, Elsevier, vol. 290(C).
- Xu, Beibei & Luo, Xingqi & Egusquiza, Mònica & Ye, Wei & Liu, Jing & Egusquiza, Eduard & Chen, Diyi & Guo, Pengcheng, 2021. "Nonlinear modal interaction analysis and vibration characteristics of a francis hydro-turbine generator unit," Renewable Energy, Elsevier, vol. 168(C), pages 854-864.
- Kang, Jichuan & Zhu, Xu & Shen, Li & Li, Mingxin, 2024. "Fault diagnosis of a wave energy converter gearbox based on an Adam optimized CNN-LSTM algorithm," Renewable Energy, Elsevier, vol. 231(C).
- Betti, Alessandro & Crisostomi, Emanuele & Paolinelli, Gianluca & Piazzi, Antonio & Ruffini, Fabrizio & Tucci, Mauro, 2021. "Condition monitoring and predictive maintenance methodologies for hydropower plants equipment," Renewable Energy, Elsevier, vol. 171(C), pages 246-253.
- Chen, Jinbao & Zeng, Quan & Zou, Yidong & Li, Shaojie & Zheng, Yang & Liu, Dong & Xiao, Zhihuai, 2024. "Intelligent robust control for nonlinear complex hydro-turbine regulation system based on a novel state space equation and dynamic feedback linearization," Energy, Elsevier, vol. 302(C).
- Huang, Mengdi & Chang, Jianxia & Guo, Aijun & Zhao, Mingzhe & Ye, Xiangmin & Lei, Kaixuan & Peng, Zhiwen & Wang, Yimin, 2023. "Cascade hydropower stations optimal dispatch considering flexible margin in renewable energy power system," Energy, Elsevier, vol. 285(C).
- Keshun, You & Puzhou, Wang & Peng, Huang & Yingkui, Gu, 2025. "A sound-vibration physical-information fusion constraint-guided deep learning method for rolling bearing fault diagnosis," Reliability Engineering and System Safety, Elsevier, vol. 253(C).
- Boyi Xiao & Yun Zeng & Wenqing Hu & Yuesong Cheng, 2024. "Feature Extraction of Flow Sediment Content of Hydropower Unit Based on Voiceprint Signal," Energies, MDPI, vol. 17(5), pages 1-15, February.
- Xu, Zifei & Mei, Xuan & Wang, Xinyu & Yue, Minnan & Jin, Jiangtao & Yang, Yang & Li, Chun, 2022. "Fault diagnosis of wind turbine bearing using a multi-scale convolutional neural network with bidirectional long short term memory and weighted majority voting for multi-sensors," Renewable Energy, Elsevier, vol. 182(C), pages 615-626.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Chen, Fei & Ding, Chen & Hu, Xiaoxi & He, Xianghui & Yin, Xiuxing & Yang, Jiandong & Zhao, Zhigao, 2025. "Tensor Poincaré plot index: A novel nonlinear dynamic method for extracting abnormal state information of pumped storage units," Reliability Engineering and System Safety, Elsevier, vol. 254(PB).
- Fatemeh Hajimohammadali & Emanuele Crisostomi & Mauro Tucci & Nunzia Fontana, 2024. "Evaluating Deep Learning Networks Versus Hybrid Network for Smart Monitoring of Hydropower Plants," Energies, MDPI, vol. 17(22), pages 1-16, November.
- Liu, Hongzhi & Zhang, Xie & Hu, Huaqing & Zhang, Xingchen, 2022. "Exploring the impact of flow values on multiscale complexity quantification of airport flight flow fluctuations," Chaos, Solitons & Fractals, Elsevier, vol. 165(P1).
- Zou, Yidong & Hu, Wenqing & Xiao, Zhihuai & Wang, Yunhe & Chen, Jinbao & Zheng, Yang & Qian, Jing & Zeng, Yun, 2023. "Design of intelligent nonlinear robust controller for hydro-turbine governing system based on state-dynamic-measurement hybrid feedback linearization method," Renewable Energy, Elsevier, vol. 204(C), pages 635-651.
- Lang, Xiao & Nilsson, Håkan & Mao, Wengang, 2024. "Analysis of hydropower plant guide bearing vibrations by machine learning based identification of steady operations," Renewable Energy, Elsevier, vol. 236(C).
- Achitaev, Andrey A. & Suslov, Konstantin V. & Nazarychev, Alexander N. & Volkova, Irina O. & Kozhemyakin, Vyacheslav E. & Voloshin, Alexander A. & Minakov, Andrey V., 2022. "Application of electromagnetic continuous variable transmission in hydraulic turbines to increase stability of an off-grid power system," Renewable Energy, Elsevier, vol. 196(C), pages 125-136.
- Luo, Run & Li, Yadong & Guo, Huiyu & Wang, Qi & Wang, Xiaolie, 2024. "Cross-operating-condition fault diagnosis of a small module reactor based on CNN-LSTM transfer learning with limited data," Energy, Elsevier, vol. 313(C).
- Kai Xu & Youguang Guo & Gang Lei & Jianguo Zhu, 2023. "A Review of Flywheel Energy Storage System Technologies," Energies, MDPI, vol. 16(18), pages 1-32, September.
- Li, Jiangkuan & Lin, Meng & Li, Yankai & Wang, Xu, 2022. "Transfer learning network for nuclear power plant fault diagnosis with unlabeled data under varying operating conditions," Energy, Elsevier, vol. 254(PB).
- Luo, Xiaolin & Huang, Li & Sui, Xin, 2025. "Capacity optimization of existing reservoir hydropower expansion and its impact on power system flexibility," Applied Energy, Elsevier, vol. 377(PD).
- Li, Jimeng & Cheng, Xing & Peng, Junling & Meng, Zong, 2022. "A new adaptive parallel resonance system based on cascaded feedback model of vibrational resonance and stochastic resonance and its application in fault detection of rolling bearings," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
- Lenio Prado & Marcelo Fonseca & José V. Bernardes & Mateus G. Santos & Edson C. Bortoni & Guilherme S. Bastos, 2023. "Forecast of Operational Downtime of the Generating Units for Sediment Cleaning in the Water Intakes: A Case of the Jirau Hydropower Plant," Energies, MDPI, vol. 16(17), pages 1-20, September.
- Chen, Haoyu & Huang, Hai & Zheng, Yong & Yang, Bing, 2024. "A load forecasting approach for integrated energy systems based on aggregation hybrid modal decomposition and combined model," Applied Energy, Elsevier, vol. 375(C).
- Yanfei Liu & Wentao Wang & Wenjun Wang & Chengbo Yu & Bowen Mao & Dongfang Shang & Yucong Duan, 2023. "Purpose-Driven Evaluation of Operation and Maintenance Efficiency and Safety Based on DIKWP," Sustainability, MDPI, vol. 15(17), pages 1-22, August.
- Lianda Duan & Dekuan Wang & Guiping Wang & Changlin Han & Weijun Zhang & Xiaobo Liu & Cong Wang & Zheng Che & Chang Chen, 2022. "Piecewise Causality Study between Power Load and Vibration in Hydro-Turbine Generator Unit for a Low-Carbon Era," Energies, MDPI, vol. 15(3), pages 1-13, February.
- Jing, Zhiqiang & Wang, Yimin & Chang, Jianxia & Wang, Xuebin & Guo, Aijun & Meng, Xuejiao, 2025. "Hydro-wind-PV-storage complementary operation based on a multivariate 3D power generation database considering comprehensive utilization tasks of cascade hydropower stations in the river basin," Energy, Elsevier, vol. 322(C).
- Sotirios Kontogiannis & George Kokkonis & Christos Pikridas, 2025. "Proposed Long Short-Term Memory Model Utilizing Multiple Strands for Enhanced Forecasting and Classification of Sensory Measurements," Mathematics, MDPI, vol. 13(8), pages 1-23, April.
- Amini, Ali & Rey-Mermet, Samuel & Crettenand, Steve & Münch-Alligné, Cécile, 2025. "A hybrid methodology for assessing hydropower plants under flexible operations: Leveraging experimental data and machine learning techniques," Applied Energy, Elsevier, vol. 383(C).
- Zhang, Junhao & Guo, Aijun & Wang, Yimin & Chang, Jianxia & Wang, Xuebin & Wang, Zhen & Tian, Yuyu & Jing, Zhiqiang & Peng, Zhiwen, 2024. "How to achieve optimal photovoltaic plant capacity in hydro-photovoltaic complementary systems: Fully coupling long-term and short-term operational modes of cascade hydropower plants," Energy, Elsevier, vol. 313(C).
- Aldemar Leguizamon-Perilla & Juan S. Rodriguez-Bernal & Laidi Moralez-Cruz & Nidia Isabel Farfán-Martinez & César Nieto-Londoño & Rafael E. Vásquez & Ana Escudero-Atehortua, 2023. "Digitalisation and Modernisation of Hydropower Operating Facilities to Support the Colombian Energy Mix Flexibility," Energies, MDPI, vol. 16(7), pages 1-17, March.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:18:y:2025:i:6:p:1342-:d:1608526. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.