How to select a specific print layout (by name) in QGIS 3?

You don't need loop active composer,only select print layout by name.

composerTitle = 'Composer_001' # Name of the composer you want to export

project = QgsProject.instance()
projectLayoutManager = project.layoutManager()
layout = projectLayoutManager.layoutByName(composerTitle)