Improved CNN for the diagnosis of engine defects of 2-wheeler vehicle using wavelet synchro-squeezed transform (WSST). - Anil Kumar 005; C. P. Gandhi; Yuqing Zhou; Govind Vashishtha; Rajesh Kumar 011; Jiawei Xiang (Knowl. Based Syst., 2020)

Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed. - Anil Kumar 005; Govind Vashishtha; C. P. Gandhi; Hesheng Tang; Jiawei Xiang (Eng. Appl. Artif. Intell., 2021)

Novel Convolutional Neural Network (NCNN) for the Diagnosis of Bearing Defects in Rotary Machinery. - Anil Kumar 005; Govind Vashishtha; C. P. Gandhi; Yuqing Zhou; Adam Glowacz; Jiawei Xiang (IEEE Trans. Instrum. Meas., 2021)

State-space modeling and novel entropy-based health indicator for dynamic degradation monitoring of rolling element bearing. - Anil Kumar 005; Chander Parkash; Govind Vashishtha; Hesheng Tang; Pradeep Kundu; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2022)

Machinery Fault Diagnosis Based on Domain Adaptation to Bridge the Gap Between Simulation and Measured Signals. - Yunxia Lou; Anil Kumar 005; Jiawei Xiang (IEEE Trans. Instrum. Meas., 2022)

A symbiosis of arithmetic optimizer with slime mould algorithm for improving global optimization and conventional design problem. - Sumika Chauhan; Govind Vashishtha; Anil Kumar 005 (J. Supercomput., 2022)

Acoustic and vibration data for defect cases of the centrifugal pump. - Anil Kumar 005; Rajesh Kumar 011 (IEEE DataPort, 2022)

Vibration and Acoustic data for defect cases of the cylindrical roller bearing (NBC: NU205E). - Anil Kumar 005; Rajesh Kumar 011 (IEEE DataPort, 2022)

Dynamic model-driven intelligent fault diagnosis method for rotary vector reducers. - Junkang Zheng; Hui Wang 140; Anil Kumar 005; Jiawei Xiang (Eng. Appl. Artif. Intell., 2023)

Semi-Supervised Multiscale Permutation Entropy-Enhanced Contrastive Learning for Fault Diagnosis of Rotating Machinery. - Yuqing Zhou; Hongche Wang; Gonghai Wang; Anil Kumar 005; Weifang Sun; Jiawei Xiang (IEEE Trans. Instrum. Meas., 2023)

Conglomeration of Reptile Search Algorithm and Differential Evolution Algorithm for Optimal Designing of FIR Filter. - Sumika Chauhan; Govind Vashishtha; Anil Kumar 005; Laith Abualigah (Circuits Syst. Signal Process., 2023)

Approximating parameters of photovoltaic models using an amended reptile search algorithm. - Sumika Chauhan; Govind Vashishtha; Anil Kumar 005 (J. Ambient Intell. Humaniz. Comput., 2023)

Intelligent framework for degradation monitoring, defect identification and estimation of remaining useful life (RUL) of bearing. - Anil Kumar 005; Chander Parkash; Hesheng Tang; Jiawei Xiang (Adv. Eng. Informatics, 2023)

Knowledge addition for improving the transfer learning from the laboratory to identify defects of hydraulic machinery. - Anil Kumar 005; Adam Glowacz; Hesheng Tang; Jiawei Xiang (Eng. Appl. Artif. Intell., 2023)

Intelligent fault diagnosis of worm gearbox based on adaptive CNN using amended gorilla troop optimization with quantum gate mutation strategy. - Govind Vashishtha; Sumika Chauhan; Surinder Kumar; Rajesh Kumar 011; Radoslaw Zimroz; Anil Kumar 005 (Knowl. Based Syst., 2023)

Boosting salp swarm algorithm by opposition-based learning concept and sine cosine algorithm for engineering design problems. - Sumika Chauhan; Govind Vashishtha; Laith Abualigah; Anil Kumar 005 (Soft Comput., 2023)

Entropy-based domain adaption strategy for predicting remaining useful life of rolling element bearing. - Anil Kumar 005; Chander Parkash; Yuqing Zhou; Pradeep Kundu; Jiawei Xiang; Hesheng Tang; Govind Vashishtha; Sumika Chauhan (Eng. Appl. Artif. Intell., 2024)

A quasi-reflected and Gaussian mutated arithmetic optimisation algorithm for global optimisation. - Sumika Chauhan; Govind Vashishtha; Rajesh Kumar 011; Radoslaw Zimroz; Munish Kumar Gupta; Anil Kumar 005 (Inf. Sci., 2024)

A Novel Nonlinear Dynamic Measure for Early Detection of Bearing Fault Using Weighted Squared Envelope-Based Symbolic Lempel-Ziv Complexity. - Khandaker Noman; Usman Ali; Yongbo Li; Shun Wang 003; Anayet U. Patwari; Anil Kumar 005 (IEEE Trans. Instrum. Meas., 2024)

A comprehensive study on developing an intelligent framework for identification and quantitative evaluation of the bearing defect size. - Anil Kumar 005; Rajesh Kumar 011; Hesheng Tang; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2024)

Robust correlation measures for informative frequency band selection in heavy-tailed signals. - Justyna Hebda-Sobkowicz; Radoslaw Zimroz; Anil Kumar 005; Agnieszka Wylomanska (Adv. Eng. Informatics, 2025)

Enhanced deep learning framework for accurate near-failure RUL prediction of bearings in varying operating conditions. - Anil Kumar 005; Chander Parkash; Pradeep Kundu; Hesheng Tang; Jiawei Xiang (Adv. Eng. Informatics, 2025)

Critical challenges and advances in vibration signal processing for non-stationary condition monitoring. - Anil Kumar 005; Agnieszka Wylomanska; Radoslaw Zimroz; Jiawei Xiang; Jérôme Antoni (Adv. Eng. Informatics, 2025)

Acoustic fault diagnosis of three-phase induction motors using smartphone and deep learning. - Adam Glowacz; Maciej Sulowicz; Jakub Zielonka; Zhixiong Li 001; Witold Glowacz; Anil Kumar 005 (Expert Syst. Appl., 2025)

Research overview and prospect in condition monitoring of compressors. - Anil Kumar 005 (Expert Syst. Appl., 2025)

Novel domain-adaptive Wasserstein generative adversarial networks for early bearing fault diagnosis under various conditions. - Zhendong Hei; Weifang Sun; Haiyang Yang; Meipeng Zhong; Yanling Li; Anil Kumar 005; Jiawei Xiang; Yuqing Zhou (Reliab. Eng. Syst. Saf., 2025)