In industries, effective liquid level control is essential. Sensors are used by PLC-based SISO and MIMO systems to provide precise automatic regulation, high dependability, and ease of use. 1 A PLC–VSD motor control system to lower energy and water loss in pumps is presented in the paper. VSDs improve efficiency and cost-effectiveness by adjusting motor speed based on demand, saving 15–20% energy and 10– 15% water. 2 A Mitsubishi PLC with pressure sensors and Omron SCADA over Ethernet is equipped with a swarm optimization- based PID controller. It guarantees quick reaction times and little variation in the water level. 3 ESP32 and ESP are used in a low-cost smart water pump system for water level display and real- time local control. Without relying on the internet, it guarantees reliable, low-latency functioning. 4
Lohar et al. (Thu,) studied this question.