Online estimation of wax deposition thickness in single-phase sub-sea pipelines based on acoustic chemometrics: A feasibility study

► Estimation of wax deposition thickness in pipelines based on acoustic chemometrics. ► Partial least squares regression was applied in estimating wax deposition thickness. ► Validation results for the wax deposition thickness model were satisfactory. ► Further investigations and subsequent implementation are recommended.