valitool automatically detects, marks and optionally corrects untrustworthy data. It also provides the user with indications on sensor maintenance requirements, as well as automatic detection of malfunctions.

• Provides self-adaptive, self-controlled data validation in real time
• Configurable auto-correction of data based on threshold, outlier and noise analysis in real time to reliably detect any malfunction at an early stage
• Considers user interventions in real-time
• Helps to dramatically reduce false alarm rates