Programmable Logic Controllers (PLCs) are small industrial computers designed to automate control processes in factories and industrial plants, replacing complex relay circuits. They operate by taking inputs, processing them through a CPU, and controlling outputs, with Ladder Logic often used for programming. The document covers the history, functionality, architecture, and advantages of PLCs, emphasizing their flexibility, reliability, and rapid response in industrial applications.