Ensure thorough experimental planning and control variables as much as possible. Use calibrated instruments and validate measurement techniques regularly. Maintain consistency in catalyst preparation and handle materials carefully to avoid contamination. Control reaction conditions precisely and monitor them continuously. Employ rigorous data analysis methods and validate results with multiple approaches.