crossrefJournal of Marine Science and Engineering2026-07-10
Machine-Learning-Assisted Prediction of Port-Flow Distribution and Multi-Objective Parametric Optimization for Navigation Lock Manifolds
Duo Xu, Zhonghua Li, Lingqin Mei, Tingqiang Xie
Navigation lock manifolds are key components of filling-and-emptying systems, and port-flow distribution affects chamber flow stability and filling efficiency. Under unsteady filling conditions, port-flow distribution is governed by discharge variation and manifold geometry, maki…