METHOD AND APPARATUS FOR CONTEXTUAL SWITCHING BETWEEN INFORMATION HANDLING SYSTEM COOLING SYSTEMS

An information handling system includes a hardware processor, memory device, power system, and an ion emitter/collector blower cooling system with an ion emitter/collector blower, having an ion emitter and an ion collector, and a cooling fan, where an ionic driving circuit operatively couples high voltage to the ion emitter to create charged ions that generate an airflow along a voltage field to the ion collector. The information handling system further includes a hardware embedded controller to execute code instructions of a contextual cooling system switching system, the contextual cooling device switching system operating the ion emitter/collector blower and cooling fan based on plurality of contextual inputs including characterizing workload values under which the information handling system is being operated by the user that are input into a trained machine learning algorithm to generate instructions when to activate ion emitter/collector blower and cooling fan.