On battery state estimation algorithms for electric ship applications

•Overview of BESS integration within an onboard DC system.•Battery model parameter identification using RLS-based method with variable forgetting factors.•Kalman filter and TLS-based techniques for the SOC and capacity estimation.•The combined solution indicates promising results, suitable for demanding ship operation.•Experimental validation is provided to further prove the authors claim.