Application of automatic differentiation technique to the transient simulation of distributed generation system

Chengshan Wang*, Bibin Huang, Peng Li, Fei Gao, Fei Ding, Chengdi Ding

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

In view of the diversity of the distributed generation control system and the influence on the simulation efficiency due to adoption of the user-defined model based on the basic elements of control systems, a control system compositional modeling method is proposed that consists in combining the basic elements into a number of functions. The corresponding compositional function values and derivatives can be accurately and highly efficiently found using the automatic differentiation technique, effectively increasing the computational efficiency of the simulation program while maintaining the code maintainability and scalability. This method is validated with an example.

Original languageEnglish
Pages (from-to)71-75+101
JournalDianli Xitong Zidonghua/Automation of Electric Power Systems
Volume34
Issue number23
Publication statusPublished - 10 Dec 2010
Externally publishedYes

Keywords

  • Automatic differentiation
  • Compositional model
  • Distributed generation
  • Transient simulation of power systems
  • User-defined model

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