Yes, solar panels do work on cloudy or rainy days, though their efficiency is reduced compared to sunny days. They can still generate a significant amount of electricity, and modern solar panels are designed to work well even in less-than-ideal weather conditions. Additionally, any excess energy generated on sunny days can be stored in batteries or fed back to the grid for use during periods of low production.