| AdaBoost | Adaptive Boosting |
| AI | Artificial Intelligence |
| AM | Additive Manufacturing |
| ANN | Artificial Neural Network |
| AR | Augmented Reality |
| CAD | Computer-Aided Design |
| CAE | Convolutional AutoEncoder |
| CAM | Computer-Aided Manufacturing |
| CAQ | Computer-Aided Quality Assurance |
| CART | Classification and Regression Tree |
| CM | Condition Monitoring |
| CNC | Computer Numeric Control |
| CNN | Convolutional Neural Network |
| CRM | Customer Relationship Management |
| DBN | Dynamic Bayesian Network |
| DDPG | Deep Deterministic Policy Gradient |
| DES | Discrete Event Simulation |
| DfX | Design for X |
| DL | Deep Learning |
| DNN | Deep Neural Network |
| DOF | Degrees of Freedom |
| DQN | Deep Q-Network |
| DT | Digital Twin |
| ERP | Enterprise Resource Planning |
| FE | Finite Element |
| FFT | Fast Fourier Transform |
| GA | Genetic Algorithm |
| GAN | Generative Adversarial Network |
| GCN | Graph Convolution Network |
| GD | Gradient Descent |
| GMM | Gaussian Mixture Model |
| GP | Gaussian Process |
| GPT | General-Purpose Technology |
| GPU | Graphical Processing Unit |
| GRU | Gated Recurrent Units |
| GWO | Grey Wolf Optimization |
| HMC | Human-Machine Collaboration |
| HMM | Hidden Markov Model |
| HPC | High-Performance Computing |
| HRC | Human-Robot Collaboration |
| HRI | Human-Robot Interaction |
| IoT | Internet of Things |
| ISRES | Improved Stochastic Ranking Evolution Strategy |
| k-NN | k-Nearest Neighbors algorithm |
| KPI | Key Performance Indicators |
| LMD | Laser Melting Deposition |
| LPBF | Laser Powder Bed Fusion |
| LSTM | Long Short-Term Memory |
| MAS | Multi-Agent System |
| MBSE | Model-Based System Engineering |
| MCMC | Markov Chain Monte Carlo |
| MDP | Markov Decision Process |
| MES | Manufacturing Execution System |
| ML | Machine Learning |
| NASA | National Aeronautics and Space Administration |
| NIST | National Institute of Standards and Technology |
| NN | Neural Network |
| PCA | Principal Component Analysis |
| PDA | Production Data Acquisition |
| PdM | Predictive Maintenance |
| PGM | Probabilistic Graphical Model |
| PHM | Prognostics and systems Health Management |
| PIO | Pigeon-Inspired Optimization |
| PLM | Product Lifecycle Management |
| PML | Probabilistic Machine Learning |
| PPC | Production Planning and Control |
| PSO | Particle Swarm Optimization |
| QP | Quadratic Programming |
| RCM | Random Coefficient Model |
| ResNet | Residual Neural Network |
| RF | Random Forest |
| RL | Reinforcement Learning |
| RNN | Recurrent Neural Network |
| RTM | Resin Transfer Molding |
| RUL | Remaining Useful Life |
| SCM | Supply Chain Management |
| SME | Small and Medium-sized Enterprise |
| SSAE-PHMM | Stack Sparse AutoEncoder Parallel Hidden Markov Model |
| SVDD | Supported Vector Data Descriptor |
| SVM | Support Vector Machine |
| TRPO | Trust Region Policy Optimization |
| UAV | Unmanned Aerial Vehicle |
| VR | Virtual Reality |
| VUCA | Volatile, Uncertain, Complex, Ambiguous |
| WGP | German Academic Society for Production Engineering |
| XaaS | X-as-a-Service |