Main goals
Why heterogeneous telemetry data must be integrated into a single system, and the goals of unifying its representation.
The system receives data from a variety of IoT devices, each with its own set of parameters, data structure, and transmission protocol:
- Meters with telemetry (digital household gas, water, and electricity meters);
- Industrial telemetry units (for receiving and transmitting data from correctors);
- Household telemetry units for receiving and transmitting data from household meters of natural gas, cold and hot water, and electricity;
- Pressure and temperature sensors with rechargeable batteries.
Goals of unifying data representation
- Consistency: data from different sources should share the same structure and semantics.
- Easy integration: the process of combining data from different systems is simplified.
- Easy analysis: unified tools can be used for data analysis.
- Increased efficiency: data processing and storage are simplified.
- Scalability: new data sources can be added without changing the overall structure.
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Data representation unification
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