A substation intelligence system includes a substation computer which is operatively connected to a plurality of field devices through an inputoutput subsystem. The messaging system supports multiple communication channels and includes a messaging module that automatically selects one or more of the messaging channels for delivering a message to a recipient of the message using, for example, a set of policy rules or a trained model. Other techniques may introduce a preliminary step of identifying higher risk subjects, as well as the integration of such methods into the final diagnostic methodology. The forming roller has carrier elements for an engagement with the geometric elements of the material running through the roll gap. Moreover, some dopant layers can be deposited with a spray pyrolysis method to coat materials that are not suitable for electroplating. Its upright growing habit, its small flowers with as-long-as-broad petals, its firm light-red fruit with same-sized calyx, its fruit sweetness, long shelf life and high levels of antioxidants essentially characterize \u2018Orl\xe9ans\u2019.