A project dataset from the UKCCSRC Call 2 grant (UKCCSRC-C2-218) focused on developing a cutting-edge CO2 flow measurement system for carbon capture and storage pipelines. The British Geological Survey led research incorporating multi-modal sensing and statistical data fusion techniques, including sensors for differential pressure, ultrasonic, Coriolis, temperature, pressure, and electrical impedance. Experimental work tested the system under controlled conditions resembling practical CCS operations.
Use Cases
- Train statistical data fusion models based on Bayes' rule to integrate outputs from differential pressure, ultrasonic, and Coriolis sensors.
- Analyze measurement uncertainty for each selected data fusion model alongside cost implications reported in the project findings.
- Study the effects of impurities in the CO2 flow on the performance of the multi-modal sensing system under simulated conditions.
- Develop models to calibrate a CO2 mass flow reference platform built using precision weighing techniques against sensor transducer data.
Strengths
- Data originates from a UKCCSRC-funded R&D project identified as a highest priority area in the APGTF Strategy Report and UKCCSRC RAPID Handbook.
- The multi-modal sensing system incorporates multiple general-purpose flow sensor types and transducers for temperature, pressure, and electrical impedance.
- Experimental testing was conducted under controlled flow conditions designed to resemble practical carbon capture and storage pipeline scenarios.
Limitations
- The dataset's specific structure, column names, row count, and file formats are unknown from the provided input.
- Data is synthetic and generated from a prototype system, which may not reflect real-world, at-scale operational data from deployed CCS infrastructure.
- Findings and data are tied to a specific grant project (UKCCSRC-C2-218), potentially limiting temporal and technological scope.
Provenance
- Source
- British Geological Survey (BGS)
- Collection Method
- Experimental measurements from a prototype multi-modal sensing system and a dedicated CO2 mass flow reference platform using precision weighing.
- Time Range
- null
- Freshness
- null
- Geography
- United Kingdom