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Research on Welding Quality Traceability Model of Offshore Platform block construction process

Computer Modeling in Engineering & Sciences 2023年第1期134卷 699-730页

作者： Jinghua Li Wenhao Yin Boxin Yang Qinghua Zhou College of Mechanical and Electrical Engineering Harbin Engineering UniversityHarbin150001China College of Shipbuilding Engineering Harbin Engineering UniversityHarbin150001China

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.

关键词： Quality traceability model block construction process welding quality management long short-term memory quality data backtracking query optimization algorithm

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