TY - JOUR AU - Nielsen, Farhana TI - Graph Neural Networks using Particle Swarm Optimization JO - Open Access Journal of Engineering Applications PY - 2023 VL - 47 IS - 1 SP - 524 EP - 547 AB - Accurate prediction of graph neural networks is essential for the design, operation, and maintenance of offshore wind farms. A test rig replicating conditions in offshore wind farms was instrumented and monitored throughout the campaign. A 40% reduction in emissions was obtained relative to current practice. Operators stand to benefit from earlier fault detection and reduced unplanned downtime. KW - graph neural networks KW - particle swarm optimization KW - reinforced concrete KW - additive manufacturing KW - nanocomposites KW - perovskite solar cells SN - 3105-7004 DO - 10.55555/oajea.2023.4701.028 UR - https://journal.bsaps.com/article/9995 ER -