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TY - THES. T1 - Process-aware SCADA traffic monitoring. T2 - A local approach. AU - Chromik, Justyna Joanna. PY - /7/ Y1 - /7/ N2 - Supervisory Control and Data Acquisition (SCADA) systems are used to monitor and control large physical infrastructures, such as electricity transmission and distribution systems This thesis addresses this, explores the different types of air density correction approach, and suggests the best way to incorporate these in the GP models to improve accuracy and reduce uncertainty.;Finally, a SCADA data based fault detection algorithm is constructed to detect failures caused by the yaw misalignment SCADA, DCS and BMS systems are prevalent across a range of large industrial and commercial installations. The core research contribution of this thesis was to examine whether suitable, non-time critical, algorithms could be developed for deployment on these style of systems. The objective being to use the existing industry standard low frequency signals, for fault detection
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