The hardware components of an IoT-based home automation system include smart devices such as smart bulbs, thermostats, door locks, and security cameras. These devices are connected to a central hub or gateway, which communicates with them wirelessly. The hub is typically powered by a microcontroller and equipped with communication modules like Wi-Fi or Zigbee for remote control and automation of various home functions.