Leaves turning yellow are usually due to three things: Lack of
water, lack of nutrition/root problems, or lack of sunlight.
Assuming you've already checked the water issue, I'd take a look at the
roots of the plants. Are they compacted? Are they healthy looking? What sort of soil are you using or is this a hydroponics system? If the former, add com fertilizer/compost tea. If the later, try adjusting your nutrient solution.
Otherwise, your plants need more light.