{"title":"Size distribution and shape properties of brash ice in icebreaking channel of level ice","authors":"Congcong Zhao, Bin Mei, Guoyou Shi","doi":"10.1016/j.coldregions.2025.104577","DOIUrl":null,"url":null,"abstract":"<div><div>With the expansion of global shipping into polar and icy regions, icebreaking escorts are essential for ensuring efficient cold-region port and waterway operations, and ice resistance evaluation is critical for optimizing escort strategies. However, the existing studies mainly rely on the properties of natural large-size ice floes to create static geometric models of regular-shaped ice, and the brash ice properties are lacking in icebreaking channels after the initial icebreaking of level ice. This oversight neglects variations in ice properties and the dynamic effects of icebreaking speed, and effect the accuracy of brash ice resistance prediction. To address this gap, this study examines the size distribution and shape properties of brash ice in icebreaking channels after initial icebreaking of level ice, based on full scale ship tests in Bohai Bay. Using airborne photography and image segmentation, we analyzed ice characteristics and distribution patterns. Results show that the size distribution of brash ice follows a power-law distribution, with a unimodal probability density function that fits well to a Weibull function. The average size closely matches the Weibull fitting mean. Shape analysis indicates that brash ice roundness exhibits scale invariance relative to caliper diameter. Kendall's Tau correlation analysis and regression analyses identify that there is a significant negative exponential relationship between brash ice size and icebreaking speed, and the ship speed has an impact on level ice fragmentation significantly. This study presents an analytical method for the geometric parameters of brash ice in icebreaking channels and proposes the size distribution and shape property patterns, which can be used for ice resistance prediction and optimization of icebreaking strategies.</div></div>","PeriodicalId":10522,"journal":{"name":"Cold Regions Science and Technology","volume":"239 ","pages":"Article 104577"},"PeriodicalIF":3.8000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cold Regions Science and Technology","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165232X25001600","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
引用次数: 0
Abstract
With the expansion of global shipping into polar and icy regions, icebreaking escorts are essential for ensuring efficient cold-region port and waterway operations, and ice resistance evaluation is critical for optimizing escort strategies. However, the existing studies mainly rely on the properties of natural large-size ice floes to create static geometric models of regular-shaped ice, and the brash ice properties are lacking in icebreaking channels after the initial icebreaking of level ice. This oversight neglects variations in ice properties and the dynamic effects of icebreaking speed, and effect the accuracy of brash ice resistance prediction. To address this gap, this study examines the size distribution and shape properties of brash ice in icebreaking channels after initial icebreaking of level ice, based on full scale ship tests in Bohai Bay. Using airborne photography and image segmentation, we analyzed ice characteristics and distribution patterns. Results show that the size distribution of brash ice follows a power-law distribution, with a unimodal probability density function that fits well to a Weibull function. The average size closely matches the Weibull fitting mean. Shape analysis indicates that brash ice roundness exhibits scale invariance relative to caliper diameter. Kendall's Tau correlation analysis and regression analyses identify that there is a significant negative exponential relationship between brash ice size and icebreaking speed, and the ship speed has an impact on level ice fragmentation significantly. This study presents an analytical method for the geometric parameters of brash ice in icebreaking channels and proposes the size distribution and shape property patterns, which can be used for ice resistance prediction and optimization of icebreaking strategies.
期刊介绍:
Cold Regions Science and Technology is an international journal dealing with the science and technical problems of cold environments in both the polar regions and more temperate locations. It includes fundamental aspects of cryospheric sciences which have applications for cold regions problems as well as engineering topics which relate to the cryosphere.
Emphasis is given to applied science with broad coverage of the physical and mechanical aspects of ice (including glaciers and sea ice), snow and snow avalanches, ice-water systems, ice-bonded soils and permafrost.
Relevant aspects of Earth science, materials science, offshore and river ice engineering are also of primary interest. These include icing of ships and structures as well as trafficability in cold environments. Technological advances for cold regions in research, development, and engineering practice are relevant to the journal. Theoretical papers must include a detailed discussion of the potential application of the theory to address cold regions problems. The journal serves a wide range of specialists, providing a medium for interdisciplinary communication and a convenient source of reference.