{"title":"PyRCD - 面向对象的 Python 软件包，用于钢筋混凝土梁的详细多目标设计优化","authors":"Tabish Izhar, Syed Aqeel Ahmad, Neha Mumtaz","doi":"10.1016/j.simpa.2024.100691","DOIUrl":null,"url":null,"abstract":"<div><p>This paper presents an object-oriented Python package PyRCD for the design optimization of reinforced concrete (RC) beams. PyRCD provides a detailed solution to the optimization of RC beams including detailing. PyRCD uses a multi-level self-stopping pareto-dominated simulated annealing algorithm to minimize the overall weight, cost, and embodied carbon of the beam. The optimization is coupled with rigorous constructability constraints and safety checks, with the flexibility to adopt any design guidelines. PyRCD offers a unique general platform to realize practical RC beam design optimization. The package can boost students’ understanding and research in the field of design optimization of RC beams.</p></div>","PeriodicalId":29771,"journal":{"name":"Software Impacts","volume":"21 ","pages":"Article 100691"},"PeriodicalIF":1.3000,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2665963824000794/pdfft?md5=98ba292d926dd08b6f95adb2af1d20ea&pid=1-s2.0-S2665963824000794-main.pdf","citationCount":"0","resultStr":"{\"title\":\"PyRCD—Object-oriented Python package for detailed multi-objective design optimization of reinforced concrete beams\",\"authors\":\"Tabish Izhar, Syed Aqeel Ahmad, Neha Mumtaz\",\"doi\":\"10.1016/j.simpa.2024.100691\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper presents an object-oriented Python package PyRCD for the design optimization of reinforced concrete (RC) beams. PyRCD provides a detailed solution to the optimization of RC beams including detailing. PyRCD uses a multi-level self-stopping pareto-dominated simulated annealing algorithm to minimize the overall weight, cost, and embodied carbon of the beam. The optimization is coupled with rigorous constructability constraints and safety checks, with the flexibility to adopt any design guidelines. PyRCD offers a unique general platform to realize practical RC beam design optimization. The package can boost students’ understanding and research in the field of design optimization of RC beams.</p></div>\",\"PeriodicalId\":29771,\"journal\":{\"name\":\"Software Impacts\",\"volume\":\"21 \",\"pages\":\"Article 100691\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2024-08-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2665963824000794/pdfft?md5=98ba292d926dd08b6f95adb2af1d20ea&pid=1-s2.0-S2665963824000794-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Software Impacts\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2665963824000794\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, SOFTWARE ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Software Impacts","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2665963824000794","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, SOFTWARE ENGINEERING","Score":null,"Total":0}
PyRCD—Object-oriented Python package for detailed multi-objective design optimization of reinforced concrete beams
This paper presents an object-oriented Python package PyRCD for the design optimization of reinforced concrete (RC) beams. PyRCD provides a detailed solution to the optimization of RC beams including detailing. PyRCD uses a multi-level self-stopping pareto-dominated simulated annealing algorithm to minimize the overall weight, cost, and embodied carbon of the beam. The optimization is coupled with rigorous constructability constraints and safety checks, with the flexibility to adopt any design guidelines. PyRCD offers a unique general platform to realize practical RC beam design optimization. The package can boost students’ understanding and research in the field of design optimization of RC beams.
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