Digital Twin Cable Monitoring Integration Blueprint (DTS + SCADA)
The Digital Twin Cable Monitoring Integration Blueprint (DTS + SCADA) is a standardized architectural framework that unifies Distributed Temperature Sensing (DTS) fiber-optic measurements with Supervisory Control and Data Acquisition (SCADA) systems to enable real-time, physics-informed digital twin models of underground/undersea power cables. It facilitates dynamic ampacity calculation, thermal state estimation, fault prediction, and operational decision support by fusing high-resolution temperature data with electrical loading, environmental, and cable construction parameters. The blueprint specifies interoperability protocols, data synchronization mechanisms, model calibration workflows, and cybersecurity requirements for industrial deployment.
📖 Overview
📑 Key Components
🎯 Applications
- ✓ Dynamic ampacity optimization for underground HV/MV cable corridors
- ✓ Early detection of partial discharge-induced hotspots and insulation degradation
- ✓ Post-fault thermal recovery monitoring and re-energization risk assessment
📐 Key Formulas
Transient Thermal Resistance Model (IEC 60287-3-2)
θ_{t}(t) = θ_{∞} \left(1 - e^{-t/τ}\right) + θ_0 e^{-t/τ}
Calculates time-dependent thermal resistance of cable bedding or surrounding medium, where θ_∞ is steady-state thermal resistance, τ is thermal time constant, t is time, and θ_0 is initial thermal resistance.
Real-time Ampacity (Dynamic Rating)
I_{dyn} = \sqrt{\frac{\Delta θ_{max} - θ_{soil}(z,t) - θ_{cable}(t)}{R_{ac} \cdot T_{4}}}
Computes dynamic current rating based on measured soil temperature θ_soil(z,t) at depth z and time t, cable conductor temperature θ_cable(t), maximum allowable temperature rise Δθ_max, AC resistance Rac, and total thermal resistance T4 (per IEC 60287).
DTS Spatial Resolution Limit
Δz_{min} = \frac{c \cdot τ_{pulse}}{2n}
Determines minimum resolvable distance between thermal anomalies, where c is speed of light in vacuum, τ_pulse is laser pulse width, and n is effective refractive index of optical fiber.