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The current document reports the development of the mechanism responsible for assisting the end-user in decision support by providing a set of recommendations based on the current status of the system under study and by implementing a SOT DSS engine. The stream, historical, and legacy data, originating from sensors, web services, and other relational databases, constitute the main source of information and inputs for the Decision Support Systems in S&R. The SOT DSS Engine uses Lineardoi:10.5281/zenodo.5599385 fatcat:vftb7ggx5vbgfejndsmvljxcg4