Comprehensive experimental studies of early-stage membrane scaling during nanofiltration

► Ultrasonic transducers used for scaling detection in NF filtration ► Transducers integrated into module and in contact with membrane for greater sensitivity. ► Unique ultrasonic signal-processing and analysis methodology. ► Comparison of ultrasonic results with quantitative post-mortem analyses.