A total of 20 comparative tests were conducted between an automatic weighing device and a volumetric method. The dataset likely contains measurements of enzymatic and alkaline cleaning agent consumption from 52 and 55 cleaning cycles of a washer-disinfector. Wei Zheng published the data on figshare in April 2026.
Use Cases
- Validate sensor accuracy for liquid consumption monitoring based on the comparison with volumetric methods.
- Analyze detergent usage patterns in sterilization equipment based on the reported consumption per cycle.
- Develop predictive models for maintenance scheduling based on deviations from expected consumption values.
- Benchmark embedded hardware performance for industrial IoT applications based on the described ESP32 and HX711 setup.
Strengths
- Includes 20 validation tests comparing the device to a gold standard volumetric method.
- Provides specific consumption values for enzymatic (88.46g, 97.70g) and alkaline (49.45g, 59.67g) detergents across 52 and 55 cycles.
- Data is openly licensed under CC-BY-4.0.
Limitations
- Row count is unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- The dataset is very small (24.7 KB), indicating limited scope.
Provenance
- Source
- figshare
- Collection Method
- Data was generated from an automatic weighing device installed on a washer-disinfector.
- Freshness
- Last updated 2026-04-10 17:51:44; freshness should be verified.