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Development of a real-time hybrid simulation framework for wave energy converter mooring applications

Abstract

Experimental tank testing of wave energy converters (WECs) with representative mooring systems is challenging due to scaling limitations and the difficulty of reproducing full-scale, highly dynamic mooring loads in laboratory environments. Real-time hybrid simulation (RTHS) is a viable method to accelerate WEC development; however, its application to WEC-mooring interaction remains limited by communication delays, force-tracking challenges, and synchronization requirements between numerical and physical domains. This work develops and experimentally tests a mooring-focused RTHS framework for scaled WEC testing. A multi-stage framework is proposed: (1) physics-based hydrodynamic modeling for characterization of WEC dynamics; (2) software-only virtual RTHS for controller and filter development; and (3) physical implementation on a single-DOF linear test bed (LTB) with hardware-in-the-loop actuation to evaluate real-time performance under realistic actuator dynamics, system delays, and measurement noise. Two RTHS configurations are evaluated using the LTB. A single-loop configuration isolates mooring load, demonstrating dynamic force reproduction with less than 1.5% RMS error and delays below 10 ms. A dual-loop configuration incorporates reactive, nonlinear body dynamics, resulting in RMS errors just under 3%. Results show that the framework can emulate mooring forces under regular wave conditions while maintaining stable real-time operation, enabling earlier, lower-cost investigation of WEC–mooring interactions.