The paper presents the experimental results obtained at an Italian manufacturing plant which produces chairs. In order to comply with regulations on Volatile Organic Compounds (VOCs), the manufacturer decided to employ water-based coating which caused some quality problems for the end products that were mainly related to the drying phase. A series of experiments was conducted to evaluate the most effective running conditions of the drying tunnel and eventually a solution to improve its operating condition with respect to the product was proposed.