Abstract

In this paper, a novel approach is presented to the measurement of marine icing phenomena under the presence of a two-phase condition. We have developed a sensor consisting of an electrostatic array and a signal processing based on a decision tree method. A three-element electrostatic array is employed to derive signals having linearly decoupled characteristics from which two key parameters, ice and water accretion layer dimension, can be determined for the purpose of environmental monitoring. The quantified characteristics revealed a correlation with the ice layer thickness in spite of the strong influence from the top water phase layer. The decision tree model established a relationship between the signal characteristics and the two accretion thickness parameters of water and ice layer. Through experimental verification, it has been observed that our sensor array in combination with the decision tree model based signal processing provides a simple practical solution to the challenging field of a two phase composition measurement such as in the marine icing considered in this study.

Highlights

  • Applying the trained decision tree model to the test data results in the ice accretion estimate depicted in figure 8 and the water layer estimate depicted in figure 9

  • A new signal processing method based on a method decision flexibility in deployment curved surfaces

  • A theoretical analysis signal characteristics that are critical in discriminating the water phase influence on the ice accretion signal characteristics that are critical in discriminating the water phase influenc

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Summary

Introduction

Citation: Elzaidi, A.; Masek, V.; Bruneau, S. Marine Icing Sensor withPhase Discrimination. Sensors 2021, 21, 612. https://doi.org/10.3390/ s21020612Received: 20 November 2020Accepted: 14 January 2021Published: 17 January 2021Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/ 4.0/).Marine Icing is an adverse phenomena affecting offshore vessels and other structures like wind farms [1] or oil and gas platforms [2]. Icing in general, including the atmospheric icing on airplane wings or transmission lines, poses a great deal of difficulties to many operations and can also be hazardous to personnel in the area especially the operators.

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