Model-Based DC Protection System Using Estimator Bank

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Solution Overview

Problem

Conventional methods for fault detection and localization in direct current (DC) transmission networks face challenges in selectivity, responsiveness, and the need for complex simulations to determine protection parameters, which are not directly applicable to DC network structures due to the inability to selectively switch off power supply units and high communication delays.

Innovation Solution

A method using a model-based approach with an estimator bank that compares measured values with dynamic system models to determine the current state of the system, allowing for selective, effective, and rapid fault detection and localization without the need for additional special devices or recalibration, utilizing Kalman filters or other numerical methods to calculate differences between model and measurement data.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If conventional line differential protection is used for fault detection in DC networks, then selectivity is improved, but response speed deteriorates due to communication delays

Engineering Contradiction:
Improvefault detection selectivityVSAvoidresponse speed
Core Design Contradiction:
Measurement precisionVSSpeed

Solution Approach 1:

The invention segments the fault detection task into local measurement processing at each terminal and centralized estimation algorithm execution. Each terminal independently processes local current measurements and transmits only essential data to a central controller, avoiding the need for continuous high-speed communication while maintaining fast response capability.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The invention introduces an intermediary estimation algorithm that processes measurement data to infer fault conditions. This intermediary layer translates local measurements into system-wide fault detection decisions, enabling selective fault identification without requiring direct communication between all terminals during fault events.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Reliability

If conventional protection methods are used in DC networks, then fault detection capability is improved, but device complexity increases due to need for additional equipment and recalibration

Engineering Contradiction:
Improvefault detection capabilityVSAvoidsystem complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The invention creates a universal protection system where the same measurement infrastructure used for normal operation also serves fault detection. The estimation algorithm can identify various fault types (line faults, converter faults, cable faults) using the same hardware, eliminating the need for specialized fault detection equipment at each terminal.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The system uses its own operational measurements to detect and diagnose faults without requiring external specialized devices. The existing current and voltage measurements taken for control purposes are repurposed for fault detection, and the system automatically adapts to different network configurations without manual recalibration.

Inventive Principle:
Principle #25Self-service

3Reliability

If conventional protection systems are deployed in DC transmission networks, then fault detection is achieved, but response time increases due to communication delays

Engineering Contradiction:
Improvefault detection accuracyVSAvoidresponse time
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The system performs preliminary local processing of measurements at each terminal, preparing data in advance for centralized analysis. This preliminary action reduces the amount of data that needs to be transmitted and processed during fault events, enabling faster response times while maintaining accurate fault detection.

Inventive Principle:
Principle #10Preliminary action

Data Source

PatentEP3062185B1Model-based protection system for electric systems
Publication Date: 2021.12.22 SIEMENS ENERGY GLOBAL GMBH & CO KG
  • EP3062185B1 patent drawingFigure 1~2
  • EP3062185B1 patent drawingFigure 3
  • EP3062185B1 patent drawingFigure 4

AI summary

The invention relates to a method and a protection system for monitoring an electrical system (3) comprising at least one measuring station (1), in particular an electrical power transmission system, especially a high-voltage direct current transmission system, comprising the following steps: - storing (S3) for each measuring station, by means of storage devices (5), models (Ppi) of the system (3) describing a respective state of the system (3) in an estimation device (7) integrated in an estimation device bank (9); - applying the respective estimation device bank (9) by comparing (S4) values ​​measured by the respective measuring station (1) with values ​​of a respective model (Ppi);- Determining (S5) the model (ideally Pp*) with the smallest difference between the currently measured values ​​and the model-specific values, where the determined model (ideally Pp*) indicates the current state of the system (3).