Research on Welding Quality Traceability Model of Offshore Platform Block Construction Process
作者机构：College of Mechanical and Electrical EngineeringHarbin Engineering UniversityHarbin150001China College of Shipbuilding EngineeringHarbin Engineering UniversityHarbin150001China
出 版 物：《Computer Modeling in Engineering & Sciences》 (工程与科学中的计算机建模（英文）)
年 卷 期：2023年第134卷第1期
页 面：699-730页
核心收录：
学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）]
主 题：Quality traceability model block construction process welding quality management long short-term memory quality data backtracking query optimization algorithm
摘 要：Quality traceability plays an essential role in assembling and welding offshore platform *** improvement of the welding quality traceability system is conducive to improving the durability of the offshore platform and the process level of the offshore ***,qualitymanagement remains in the era of primary information,and there is a lack of effective tracking and recording of welding quality *** welding defects are encountered,it is difficult to rapidly and accurately determine the root cause of the problem from various complexities and scattered quality *** this paper,a composite welding quality traceability model for offshore platform block construction process is proposed,it contains the quality early-warning method based on long short-term memory and quality data backtracking query optimization *** fulfilling the training of the early-warning model and the implementation of the query optimization algorithm,the quality traceability model has the ability to assist enterprises in realizing the rapid identification and positioning of quality ***,the model and the quality traceability algorithm are checked by cases in actual working *** analyses suggest that the proposed early-warningmodel for welding quality and the algorithmfor optimizing backtracking requests are effective and can be applied to the actual construction process.
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