Access to EMTP user presentations, webinars, and slide deck presentations.
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2 presentations for particle swarm optimization:
Author(s): Willy Nzale, Victor Velar
Type:PDF Presentation
Downloaded: 4
Date: 2022-07-21
Automatic model parameter determination to fit IBR behavior864
Abstract
This presentation shows a tool developed in EMTP to automatically determine the optimal model settings to fit an IBR recorded behavior. The optimization process uses a particles swarm optimization alg... see moreorithm, which is an optimization technique used in artificial intelligence. The tool can estimate a mix of model parameter values.
Tag(s): optimization, inverter-based resources, particle swarm optimization, data fit, WECC model
Optimization of Control Parameters of Grid-Connected PV System in EMTP845
Abstract
It is observed that the controller gain parameters of the PV model have a significant impact on the PV plant’s response during the fault recovery and the PV plant’s interaction with the rest of th... see moree system in general. Manual tuning of the PV park parameter considering multiple fault and contingency scenarios is a time-consuming task and might even be impossible. Optimization techniques such as particle swarm optimization (PSO) can be used to optimize the gain parameters considering fault/ contingency scenarios. The presentation will talk about the implementation of PSO in EMTP using javascript to optimize PV park controller gain parameters.
Tag(s): pv plant, ibr, pso, optimization, scripting, pll, inverter control, inverter based resources, DER