AC	Air Conditioning Systems
ACODAT	Autonomous Cycle of Data Analysis
AHU	Air Handling Units
ANN	Artificial Neural Network
ARM	Association Rule Mining
ARX	autoregressive
ASHRAE	American Society of Heating, Refrigerating and Air-Conditioning Engineers
BEMS	Building Energy Management System
BPNN	Back Propagation Neural Network
BRT	Boosted Regression Tree
BT	Binary Tree
CART	Classification and Regression Tree
CC-RF	Classifier Chains-Random Forest
CF	Cascade Forest
CNN	Convolutional Neural Network
CPA	Change Point Analysis
CWGAN	Conditional Wasserstein Generative Adversarial Network
DAG	Directed Acyclic Graph
DANN	Domain Adversarial Neural Network
DBN	Diagnostic Bayesian Network
DL	Deep Learning
DMG	Diagnostic Multi-Query Graph
DRNN	Deep Recurrent Neural Networks
DT	Decision Tree
DTO-DRNN	Deep Transition Output-Deep Recurrent Neural Networks
FCU	Fan Coil Units
FDD	Fault Detection and Diagnosis
FP	Frequent Pattern
GAN	Generative Adversarial Network
GMM	Gaussian Mixture Model
GPR	Gaussian Process Regression
Grad-CAM	Gradient-weighted Class Activation Mapping
HMM	Hidden Markov Model
HRF	Hybrid Random Forest
HVAC	Heating, Ventilation, and Air Conditioning
IEA	International Energy Agency
IF	Isolation Forest
Isomap	Isometric Feature Mapping
KNN	K-Nearest Neighbors
KPCA	Kernel Principal Component Analysis
LLE	Locally Linear Embedding
LMC-SVM	Linear Linear Multiclass Support Vector Machine
LR	Logistic Regression
LSM	Least-Squares Method
LSTM-SVDD	Long Short-Term Memory
MCNN	Multiscale Convolutional Neural Networks
MC-SVM	Multiclass Support Vector Machine
ML	Machine Learning
MLP	Multi-Layer Perceptron
MOC-RCE	Multi-Objective Clustering-Rapid Centroid Estimation
MOPSO	Multiobjective Particle Swarm Optimization
MPC	Model Predictive Control
MSIPCA	Multiscale Interval Principal Component Analysis
MSPCA	Multiscale PCA
OAA	One-Against-All
OAO	One-Against-One
OC-SVM	One-class Support Vector Machine
PCA	Principal Component Analysis
RACNN	Rule and Convolutional Neural Networks
RACNN	Rule-based method and Convolutional Neural Network
RCM	Reliability-Centered Maintenance
RCU	Refrigeration Compressor Rack Unit
RF	Random Forests
RNN	Recurrent Neural Networks
RTU	Rooftop Units
SAE	Supervised Auto-Encoder
SFA	Slow Feature Analysis
SLR	Systematic Literature Review
SPE	Square Prediction Error Statistics
SSIM	Structural Similarity Index Measure
SVDD	Support Vector Data Description
SVM	Support Vector Machine
SVR	Support Vector Regression
TARM	Temporal Association Rules Mining
TBKSFA	Three-way Data Based Kernel Slow Feature Analysis
TCN	Temporal Convolutional Network
t-SNE	t-distributed Stochastic Neighbor Embedding
VRF/VRV	Variable Refrigerant Flow / Volume Systems
WGAN	Wasserstein Generative Adversarial Network
XGBoost	Extreme Gradient Boosting