Keywords: Big data analytics; Anomaly detection; High-dimensional data; Fault detection; ABOD; Angle-Based Outlier Detection; ABSAD; Angle-Based Subspace Anomaly Detection; ANN; Artificial Neuron Network; AUC; Area Under Curve; CMMS; Computerized Maintenance Manage