## Abbreviations
* [PERSON] et al. (2025) [PERSON]; [PERSON]; [PERSON]; [PERSON] An Adaptive BiGRU-ASSA-iTransformer Method for Remaining Useful Life Prediction of Bearing in Aerospace Manufacturing. _Actuators_**2025**, _14_, 238. [CrossRef]
* [PERSON] and [PERSON] (2024) [PERSON]; [PERSON] Bearing Remaining Useful Life Prediction Method Based on ARN and BiLSTM. _Noise Vib. Control._**2024**, _44_, 136-142, 255. * [PERSON] et al. (2025) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] BWO-BiLSTM based staged life prediction method for rolling bearings. _Bearing_**2025**, 1-9. Available online: [[http://kns.cnki.net/kcms/detail/41.1148.th.20250226.1214.010.html](http://kns.cnki.net/kcms/detail/41.1148.th.20250226.1214.010.html)]([http://kns.cnki.net/kcms/detail/41.1148.th.20250226.1214.010.html](http://kns.cnki.net/kcms/detail/41.1148.th.20250226.1214.010.html)) (accessed on 17 May 2025). * [PERSON] (2022) [PERSON] Root mean square error (RMSE) or mean absolute error (MAE): When to use them or not. _Geosci. Model Dev. Discuss._**2022**, _15_, 5481-5487. [CrossRef]
* [PERSON] et al. (2012) [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] PRONOSTIA: An experimental platform for bearings accelerated degradation tests. In Proceedings of the IEEE International Conference on Prognostics and Health Management, Denver, CO, USA, 18-21 June 2012. * [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON] Fault diagnosis of rotating machinery based on combination of Wasserstein generative adversarial networks and long short term memory fully convolutional network. _Measurement_**2022**, _191_, 110826. [CrossRef]
* [PERSON] et al. (2023) [PERSON]; [PERSON]; [PERSON] [PERSON] Deep convolutional generative adversarial network with semi-supervised learning enabled physics elucidation for extended gear fault diagnosis under data limitations. _Mech. Syst. Signal Process._**2023**, _185_, 109772. [CrossRef]
* [PERSON] et al. (2013) [PERSON]; [PERSON]; [PERSON] [PERSON] Data-driven prognostics based on health indicator construction:application to PRONOSTIA's data. In Proceedings of the 2013 European Control Conference, Zurich, Switzerland, 17-19 July 2013; pp. 1451-1456. * [PERSON] et al. (2007) [PERSON]; [PERSON]; [PERSON]; [PERSON] Image denoising by sparse 3-d transform-domain collaborative filtering. _IEEE Trans. Image Process_**2007**, _16_, 2080-2095. [CrossRef]
* [PERSON] et al. (2025) [PERSON]; [PERSON]; [PERSON]; [PERSON] An Industrial Robot Gearbox Fault Diagnosis Approach Using Multi-Scale Empirical Mode Decomposition and a One-Dimensional Convolutional Neural Network-Bidirectional Gated Recurrent Unit Method. _Processes_**2025**, _13_, 1722. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings. _Adv. Eng. Inform._**2021**, _48_, 101247. [CrossRef]
* [PERSON] et al. (2024) [PERSON]; [PERSON]; [PERSON]; [PERSON] Bearing remaining useful life prediction based on TCN-SA and Bi-GRU. _Comput. Integr. Manuf. Syst._**2024**, 1-11. [CrossRef]
* [PERSON] et al. (2024) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Rolling bearing fault diagnosis method based on TCN-BiGRU-Attention. In Proceedings of the 2024 3 rd International Conference on Electronics and Information Technology (EIT), Chengdu, China, 20-22 September 2024. **Disclaimer/Publisher's Note:** The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.