Data Modeling Strategy for CIM Serialization¶
Context and Problem Statement¶
We need to implement serialization/deserialization of CIM profiles (particularly IEC 61970) in our energy management system.
Decision Drivers¶
The solution must:
- Accurately represent CIM standard entities.
- Support both XML (primary CIM format) and JSON.
- Be maintainable and extensible.
- Handle large power system models efficiently.
Considered Options¶
- Strongly-typed POCO-based Approach
- XDocument/XElement Approach
- Dynamic/ExpandoObject Approach
- Code Generation from XSD
Decision Outcome¶
Chosen option: "Strongly-typed POCO-based approach" because,
-
Core Modeling Principles;
-
Serialization Strategy
- XML
- JSON
- Validation
-
Performance Optimization
- Implement lazy-loading for complex relationships
- Use value-type collections for measurement data
- Pool frequently used objects
Consequences¶
Positive:
- Compile-time safety for data access.
- Better tooling support (IDE completion, static analysis).
- Easier unit testing.
- Natural fit for Entity Framework if needed later.
Negative:
- Increased initial development effort.
- Slightly more verbose than dynamic approaches.
- Requires careful versioning strategy