- Sensor data had errors and missing values that led to unreliable readings.
- Sensor signals lacked clarity and accuracy, reducing their usefulness.
- Lack of tools hindered the comparison of actual and reconstructed data and quantification of accuracy.
- Data reconstruction required significant manual effort, causing inefficiencies.