Aluminum electrolytic capacitors are a type of capacitor that uses an electrolyte to achieve high capacitance values. SMD (Surface Mount Device) refers to the packaging style of these capacitors, which allows for easy mounting on printed circuit boards. They are commonly used in electronic devices for filtering, smoothing, and energy storage applications.