An On-Line Sensor Fault Detection System for an AC Microgrid Secondary Control Based on a Sliding Mode Observer Model


Abstract:

The current study proposes a strategy for sensing fault detection in the secondary control of an isolated Microgrid based on a high-order Sliding Mode Robust Observers design. The proposed strategy’s main objective is to support future diagnostic and fault tolerance systems in handling these extreme situations. The proposal is based on a generation system and a waste management system. Four test scenarios were generated in a typical Microgrid to validate the designed strategy, including two Battery Energy Storage Systems in parallel, linear, and non-linear loads. The scenarios included normal grid operation and three types of sensing faults (abrupt, incipient, and random) directly affecting the secondary control of a hierarchical control strategy. The results showed that the proposed strategy could provide a real-time decision for detection and reduce the occurrence of false alarms in this process. The effectiveness of the fault detection strategy was verified and tested by digital simulation in Matlab/Simulink R2023b.

Año de publicación:

2024

Keywords:

  • distributed generation
  • Sliding Mode Observers
  • Secondary control
  • Microgrids
  • Battery energy storage systems
  • Distributed Generation
  • battery energy storage systems
  • microgrids
  • secondary control
  • sensing fault detection
  • sliding mode observers

Fuente:

scopusscopus
googlegoogle
orcidorcid

Tipo de documento:

Article

Estado:

Acceso abierto

Áreas de conocimiento:

  • Sistema de control
  • Sensor
  • Teoría de control

Áreas temáticas de Dewey:

  • Física aplicada
  • Otras ramas de la ingeniería
  • Ciencias de la computación
Procesado con IAProcesado con IA

Objetivos de Desarrollo Sostenible:

  • ODS 7: Energía asequible y no contaminante
  • ODS 12: Producción y consumo responsables
  • ODS 9: Industria, innovación e infraestructura
Procesado con IAProcesado con IA