Hydroponic setups are likely to see pH levels rise over time, as the system becomes more alkaline. Why?
Most nutrients are slightly acidic. As the plants absorb these nutrients through their root systems, the system slowly loses its acidity to become alkaline. Over time, the pH numbers will gradually rise until you add more nutrients.
Temperature also affects the pH level of water. As the water warms up, it slowly releases CO2 into the atmosphere, which naturally increases pH levels.
The strength of your nutrient solution could also affect pH drift. If the solution is too weak, pH is likely to rapidly rise as the plants absorb the available nutrients out of the solution. On the flip side, if the solution is too rich, you'll see the pH head towards 0.