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. 2019 Dec 23;20(1):109. doi: 10.3390/s20010109
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