4M |
Man, Machine, Methods, Materials |
AADL |
Architecture Analysis and Design Language |
AI |
Artificial Intelligence |
ANN |
Artificial neural network |
AR |
Augmented Reality |
ARIMA |
Autoregressive integrated moving average |
ARMA |
Autoregressive–moving average |
ARMAX |
AutoRegressive Moving Average with eXogenous input |
AWS |
Amazon Web Services |
CAD |
Computer-Aided Design |
CBR |
case-based reasoning |
CMMS |
computerized maintenance management system |
CNN |
Convolutional Neural Network |
CoAP |
Constrained Application Protocol |
CUSUM |
Cumulative Sum |
CWT |
continuous wavelet transform |
DC |
direct current |
DCS |
distributed control system |
DP |
Dynamic programming |
DWT |
discrete wavelet transform |
EAM |
enterprise asset management |
EMD |
empirical mode decomposition |
ERP |
Enterprise Resource Planning |
FDI |
fault detection and identification |
FMEA |
Failure Mode and Effect Analysis |
FTA |
Fault tree analysis |
GA |
Genetic algorithm |
HHT |
Hilbert–Huang transform |
HMM |
hidden Markov model |
IaaS |
Infrastructure as a Service |
ICT |
Information and communications technologies |
IIoT |
Industrial Internet of Things |
IMF |
intrinsic mode function |
KPI |
Key Performance Indicator |
LSTM |
long short-term memory |
MCSA |
Motor Current Signature Analysis |
MES |
Manufacturing Execution System |
ML |
Machine learning |
MLP |
multi-layer perception |
MQTT |
Message Queuing Telemetry Transport |
MTBF |
mean time between failure |
MTTF |
mean time to failure |
NLP |
Natural Language Processing |
OPC UA |
OPC Unified Architecture |
OT |
Operational Technology |
PaaS |
Platform as a Service |
PCA |
principal component analysis |
PdM |
Predictive maintenance |
PHM |
Proportional hazard model |
PLC |
programmable logical controller |
PLS |
partial least squares |
PSO |
Particle swarm optimization |
PV |
photovoltaic |
QTA |
Qualitative trend analysis |
RBF |
radial basis function |
RCA |
Root cause analysis |
RCM |
Reliability-Centered Maintenance |
RF |
Radio frequency |
RFID |
Radio-frequency identification |
RNN |
recurrent neural network |
RPN |
risk priority number |
RUL |
remaining useful life |
SaaS |
Software as a Service |
SCADA |
Supervisory Control And Data Acquisition |
STFT |
Short-time Fourier Transform |
SVM |
support vector machine |
SVR |
Support Vector Regression |
TPM |
Total Productive Maintenance |
UML |
Unified Modeling Language |
WT |
Wavelet transform |
WVD |
Wigner–Ville Distribution |
XML |
Extensible Markup Language |
XMPP |
Extensible Messaging and Presence Protocol |