ISA Transactions

Papers
(The H4-Index of ISA Transactions is 53. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)
ArticleCitations
Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study276
Intelligent fault diagnosis of machines with small & imbalanced data: A state-of-the-art review and possible extensions220
Robust adaptive nonsingular fast terminal sliding-mode tracking control for an uncertain quadrotor UAV subjected to disturbances183
Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains163
High-efficiency sub-microscale uncertainty measurement method using pattern recognition146
A survey on attack detection, estimation and control of industrial cyber–physical systems139
A novel bearing intelligent fault diagnosis framework under time-varying working conditions using recurrent neural network125
Fault diagnosis of rolling bearings using an Improved Multi-Scale Convolutional Neural Network with Feature Attention mechanism111
Stationary wavelet transform based ECG signal denoising method104
Modified multiscale weighted permutation entropy and optimized support vector machine method for rolling bearing fault diagnosis with complex signals103
Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis90
A novel CFFOPI-FOPID controller for AGC performance enhancement of single and multi-area electric power systems89
Intelligent fault diagnosis of hydraulic piston pump based on deep learning and Bayesian optimization88
Adaptive terminal sliding mode control scheme for synchronization of fractional-order uncertain chaotic systems88
Coupled fractional-order sliding mode control and obstacle avoidance of a four-wheeled steerable mobile robot86
Control strategy of stable walking for a hexapod wheel-legged robot86
A new dynamic model and transfer learning based intelligent fault diagnosis framework for rolling element bearings race faults: Solving the small sample problem82
Backstepping-based adaptive control of a quadrotor UAV with guaranteed tracking performance81
Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules81
Intelligent fault diagnosis among different rotating machines using novel stacked transfer auto-encoder optimized by PSO80
Attention-guided joint learning CNN with noise robustness for bearing fault diagnosis and vibration signal denoising79
Secure consensus of multi-agent systems with redundant signal and communication interference via distributed dynamic event-triggered control77
Desired tracking of delayed quadrotor UAV under model uncertainty and wind disturbance using adaptive super-twisting terminal sliding mode control77
An adaptive deep reinforcement learning approach for MIMO PID control of mobile robots75
Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction75
An intelligent system based on optimized ANFIS and association rules for power transformer fault diagnosis73
Event-triggered filter design for nonlinear cyber–physical systems subject to deception attacks73
Adaptive variational mode decomposition and its application to multi-fault detection using mechanical vibration signals71
Cascade extended state observer for active disturbance rejection control applications under measurement noise71
State estimation for cyber–physical systems with limited communication resources, sensor saturation and denial-of-service attacks71
Evidence combination based on prospect theory for multi-sensor data fusion70
Cooperative control for cyber–physical multi-agent networked control systems with unknown false data-injection and replay cyber-attacks70
Intelligent fault diagnosis of planetary gearbox based on refined composite hierarchical fuzzy entropy and random forest68
Development and applications of an intelligent crow search algorithm based on opposition based learning66
A novel mathematical morphology spectrum entropy based on scale-adaptive techniques65
Asymmetrical interval type-2 fuzzy logic control based MPPT tuning for PV system under partial shading condition65
Consensus of second-order heterogeneous multi-agent systems with and without input saturation64
Incipient fault diagnosis of bearings based on parameter-optimized VMD and envelope spectrum weighted kurtosis index with a new sensitivity assessment threshold64
Adaptive neural network output feedback control for stochastic nonlinear systems with full state constraints64
LSTM networks based on attention ordered neurons for gear remaining life prediction63
A new adaptive sliding mode controller based on the RBF neural network for an electro-hydraulic servo system62
Vibration signal fusion using improved empirical wavelet transform and variance contribution rate for weak fault detection of hydraulic pumps61
Event-triggered adaptive finite-time tracking control for full state constraints nonlinear systems with parameter uncertainties and given transient performance60
A novel feature extraction method for bearing fault classification with one dimensional ternary patterns60
Event-based asynchronous and resilient filtering for Markov jump singularly perturbed systems against deception attacks59
Bidirectional deep recurrent neural networks for process fault classification59
Distributed cooperative output regulation of heterogeneous linear multi-agent systems based on event- and self-triggered control with undirected topology58
Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives58
Neuro-adaptive fast integral terminal sliding mode control design with variable gain robust exact differentiator for under-actuated quadcopter UAV58
Rolling bearing fault diagnosis based on SSA optimized self-adaptive DBN58
Neuroadaptive control of saturated nonlinear systems with disturbance compensation57
Adaptive model-parameter-free fault-tolerant trajectory tracking control for autonomous underwater vehicles55
Novel adaptive impedance control for exoskeleton robot for rehabilitation using a nonlinear time-delay disturbance observer54
Fractional grey model based on non-singular exponential kernel and its application in the prediction of electronic waste precious metal content53
An eco-driving algorithm for trains through distributing energy: A Q-Learning approach53
A diagnosis framework based on domain adaptation for bearing fault diagnosis across diverse domains53
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