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This lecture explains the concept of an ON-OFF controller, commonly used in various systems like heaters and irons, where the control oscillates around the desired temperature. The instructor discusses the drawbacks of this control method due to frequent actuator switching and introduces hysteresis as a solution to reduce the switching frequency while maintaining control within a desired range.