| 3-D | Three Dimensional |
| 5G | Fifth Generation |
| AE | Auto-Encoder |
| AGV | Automated Guided Vehicle |
| AI | Artificial Intelligence |
| AKSC | Adaptive Kernel Spectral Clustering |
| ANN | Artificial Neural Network |
| AR | Augmented Reality |
| BDA | Big Data Analytics |
| BMM | Beta Mixture Model |
| BPNN | Back Propagation Neural Network |
| CC | Cloud Computing |
| CIM | Computer-Integrated Manufacturing |
| CLR | Cyclic Learning Rate |
| CMS | Cyber-Manufacturing System |
| CNC | Computer Numerical Control |
| CNN | Convolutional Neural Network |
| CPS | Cyber-Physical System |
| CWRU | Case Western Reserve University |
| D2C | Device-to-Cloud |
| D2D | Device-to-Device |
| DAE | Deep Auto-Encoder |
| DBSCAN | Density-Based Spatial Clustering of Applications with Noise |
| DDA | Deep Denoising Auto-Encoder |
| DDD | Diversity for Dealing with Drift |
| DECG | Device Electrocariogram |
| DL | Deep Learning |
| DNN | Deep Neural Network |
| DPCA | Distributed Principal Component Analysis |
| DTL | Deep Transfer Learning |
| EC2 | Elastic Compute Cloud |
| ELM | Extreme Learning Machine |
| FDI | Fault Detection and Isolation |
| FPGA | Field-Programmable Gate Array |
| GPU | Graphics Processing Unit |
| GRU | Gated Recurrent Unit |
| HAR | Human Activity Recognition |
| HCPS | Human Cyber-Physical System |
| HIL | Human-in-the-Loop |
| HITL | Hardware-in-the-Loop |
| HMM | Hidden Markov Mechanism |
| HPS | Human Physical System |
| IaaS | intelligence-as-a-Service |
| ICA | Independent Component Analysis |
| ICS | Industrial Control System |
| IDARTS | Intelligent Data Analysis and Real-Time Supervision |
| IFS | Intelligent Factory Space |
| IIoT | Industrial Internet of Things |
| IIRA | Industrial Internet Reference Architecture |
| IoT | Internet of Things |
| IWSN | Industrial Wireless Sensor Network |
| KNN | K-Nearest Neighbor |
| LDA | Linear-Discriminate Analysis |
| LSTM | Long Short-Term Memory |
| M2M | Machine-to-Machine |
| MC | Multiple Classifiers |
| MGRU | Multilayer Gated Recurrent Unit |
| MHMM | Mixture-Hidden Markov Model |
| ML | Machine Learning |
| MLSTM | Multilayer Long Short-Term Memory |
| MMAL | Mixed Model Assembly Line |
| MMCCLR | Max-Min Cosine Cyclic Learning Rate Scheduler |
| MS | Manufacturing System |
| NN | Neural Network |
| OCC | Operator’s Choice Complexity |
| PCA | Principal Component Analysis |
| Pi | Patented Intelligence |
| PLC | Programmable Logic Controller |
| PMLL | Predictive Modelling Markup Language |
| RAMI 4.0 | Reference Architecture Model Industry 4.0 |
| RandF | Random Forest |
| RBF | Radial Basis Function |
| RBM | Restricted Boltzmann Machine |
| RFID | Radio Frequency Identification |
| RL | Reinforcement Learning |
| RNN | Recurrent Neural Network |
| RUL | Remaining Useful Lifetime |
| RVM | Relevance Vector Machine |
| SAE | Stacked Auto-Encoder |
| SECNN | Snapshot Ensemble Convolutional Neural Network |
| SGD | Stochastic Gradient Descent |
| SME | Small and Medium-sized Enterprise |
| SMOTE | Synthetic Minority Oversampling Technique |
| SPE | Square Predicted Error |
| SVM | Support Vector Machine |
| SVR | Support Vector Regression |
| VR | Virtual Reality |
| WK | Weighted Kernel |
| WMV | Weighted-Majority Voting |