The basic objective of this 2-day workshop is to impart knowledge on the application of Artificial Intelligence and Machine Learning in condition monitoring and insulation diagnostics of high voltage equipment testing. During recent years the owners and operators of electrical networks have become increasingly interested in condition monitoring of high voltage electrical equipment. Major benefits have been obtained through preventing failures, reducing maintenance, reducing operating costs and, ultimately, extending plant life. The use of testing, diagnostics and condition monitoring systems has enabled assessment of the condition of existing distribution equipment by using a number of applied techniques during routine inspection, maintenance, or during initial commissioning phases. It has also been recognized that simply increasing the frequency of maintenance can have a negative effect and increase failure rates.