Python編程與數(shù)據(jù)科學(xué)在流體動力學(xué)等航空與海洋工程領(lǐng)域中的應(yīng)用研究【大學(xué)組】

專業(yè)：工程

項目類型：國外小組科研

開始時間：2024年07月13日

是否可加論文：是

項目周期：7周在線小組科研學(xué)習(xí)+5周不限時論文指導(dǎo)學(xué)習(xí)

語言：英文

有無剩余名額：名額充足

建議學(xué)生年級：大學(xué)生

是否必需面試：否

適合專業(yè)：計算機科學(xué)機器學(xué)習(xí)計算機工程數(shù)學(xué)工程機械工程物理學(xué)流體力學(xué)

地點：無

建議選修：機械工程與流體力學(xué)

建議具備的基礎(chǔ)：海洋科學(xué)與工程，物理海洋學(xué)，水動力學(xué)，流體力學(xué)，水利工程，船舶與港口工程，應(yīng)用數(shù)學(xué)等或?qū)ο嚓P(guān)專業(yè)感興趣的學(xué)生； 學(xué)生需要具備多元微積分基礎(chǔ), 有Python或其它語言編程經(jīng)驗的學(xué)生優(yōu)先；

產(chǎn)出：7周在線小組科研學(xué)習(xí)+5周不限時論文指導(dǎo)學(xué)習(xí) 共125課時 項目報告 優(yōu)秀學(xué)員獲主導(dǎo)師Reference Letter EI/CPCI/Scopus/ProQuest/Crossref/EBSCO或同等級別索引國際會議全文投遞與發(fā)表指導(dǎo)（可用于申請） 結(jié)業(yè)證書 成績單

項目背景：海洋經(jīng)濟已經(jīng)成為沿海國家經(jīng)濟的重要組成部分，是拓展經(jīng)濟和社會發(fā)展空間的重要載體，人類已進入海洋經(jīng)濟時代。作為全球海洋大國，我國對海洋的依賴程度則更高，對外貿(mào)易運輸量的90%是通過海上運輸完成的，以海洋產(chǎn)業(yè)為代表的藍色經(jīng)濟正在成為拉動中國增長的新引擎，與之對應(yīng)的海洋相關(guān)領(lǐng)域的工程建設(shè)也處于高速發(fā)展時期，而在此類工程領(lǐng)域的研究中，建模并利用pyton等工具對設(shè)計模型進行數(shù)值模擬和性能檢測、優(yōu)化是非常重要的技術(shù)基礎(chǔ)。本項目將以海洋和船舶工程為例，深入探究Python編程等在工程領(lǐng)域的應(yīng)用。Marine economy has become an important part of the economy of coastal countries, and is an important carrier to expand the space for economic and social development, and mankind has entered the era of marine economy. As a global ocean power, China's dependence on the ocean is even higher, 90% of foreign trade transportation is done by sea, and the blue economy represented by the marine industry is becoming a new engine to drive China's growth. Numerical simulation and performance testing and optimization using pyton and other tools are very important technical bases. In this project, we will explore the application of Python programming in the field of engineering, taking marine and ship engineering as an example.

項目介紹：Python是工程領(lǐng)域建模和數(shù)據(jù)分析等研究的重要工具之一，本項目將以船舶和海洋工程為例，圍繞理論分析、數(shù)值評估和機器學(xué)習(xí)算法（ML）模擬三個方面來展開，并通過Google Colab平臺編寫并運行Python程序，對相關(guān)研究內(nèi)容進行建模和數(shù)據(jù)分析。通過本項目的學(xué)習(xí)，學(xué)生既能掌握流體動力學(xué)和水下航行器設(shè)計的相關(guān)理論知識，又能通過實踐掌握python編程及其在工程設(shè)計領(lǐng)域的應(yīng)用，提升多元角度分析和解決實際問題的能力。Python is one of the important tools for research such as modeling and data analysis in the field of engineering. This project will focus on three aspects of theoretical analysis, numerical evaluation and machine learning algorithm (ML) simulation, taking ship and marine engineering as an example, and write and run Python programs through Google Colab platform to model and analyze data for related research contents. Through this project, students will be able to master the theoretical knowledge related to fluid dynamics and underwater vehicle design, as well as master python programming and its application in the field of engineering design through practice, and enhance the ability to analyze and solve practical problems from multiple perspectives.

項目大綱：流體的相關(guān)概念、流體運動分類以及python算法實現(xiàn) Fluid related concepts, fluid motion classification and python algorithm implementation 流體受力情況分析和模擬 Fluid force analysis and simulation 表面波作用效果 Effect of surface wave action 波形模擬和波場數(shù)值評估 Waveform simulation and numerical evaluation of wave field 潛水艇、螺旋槳的設(shè)計原理和編程模擬 Design principle and programming simulation of submarine and propeller 項目回顧與成果展示 Program review and presentation 論文輔導(dǎo) Project deliverable tutoring