Time series anomaly detection

• Main Author: Lek, Jie Kai
• Other Authors: Kwoh Chee Keong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175134
• Institution: Nanyang Technological University

Anomaly detection on time series data can be applied to many domains. It can be applied to machinery prognostics and health management (PHM) which is crucial to ensure a system’s reliability, increase operational safety and reduce maintenance cost. In this paper, anomaly detection is done on a...