Yes, they do. Solar panels do not require direct sunlight; they work with daylight.
Although production capacity drops on cloudy days (around 10-25%), the system continues to
generate electricity. In winter, since the air is cold, the efficiency (conductivity) of the
panels actually increases, but total production decreases because the day length is shorter.