Python編程與數(shù)據(jù)科學(xué)在流體動(dòng)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(zhuān)業(yè)：工程

項(xiàng)目類(lèi)型：國(guó)外小組科研

開(kāi)始時(shí)間：2024年07月13日

是否可加論文：是

項(xiàng)目周期：7周在線(xiàn)小組科研學(xué)習(xí)+5周不限時(shí)論文指導(dǎo)學(xué)習(xí)

語(yǔ)言：英文

有無(wú)剩余名額：名額充足

建議學(xué)生年級(jí)：大學(xué)生

是否必需面試：否

適合專(zhuān)業(yè)：計(jì)算機(jī)科學(xué)機(jī)器學(xué)習(xí)計(jì)算機(jī)工程數(shù)學(xué)工程機(jī)械工程物理學(xué)流體力學(xué)

地點(diǎn)：無(wú)

建議選修：機(jī)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(dòng)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(zhuān)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(yǔ)言編程經(jīng)驗(yàn)的學(xué)生優(yōu)先；

產(chǎn)出：7周在線(xiàn)小組科研學(xué)習(xí)+5周不限時(shí)論文指導(dǎo)學(xué)習(xí) 共125課時(shí) 項(xiàng)目報(bào)告 優(yōu)秀學(xué)員獲主導(dǎo)師Reference Letter EI/CPCI/Scopus/ProQuest/Crossref/EBSCO或同等級(jí)別索引國(guó)際會(huì)議全文投遞與發(fā)表指導(dǎo)（可用于申請(qǐng)） 結(jié)業(yè)證書(shū) 成績(jī)單

項(xiàng)目背景：海洋經(jīng)濟(jì)已經(jīng)成為沿海國(guó)家經(jīng)濟(jì)的重要組成部分，是拓展經(jīng)濟(jì)和社會(huì)發(fā)展空間的重要載體，人類(lèi)已進(jìn)入海洋經(jīng)濟(jì)時(shí)代。作為全球海洋大國(guó)，我國(guó)對(duì)海洋的依賴(lài)程度則更高，對(duì)外貿(mào)易運(yùn)輸量的90%是通過(guò)海上運(yùn)輸完成的，以海洋產(chǎn)業(yè)為代表的藍(lán)色經(jīng)濟(jì)正在成為拉動(dòng)中國(guó)增長(zhǎng)的新引擎，與之對(duì)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(shí)期，而在此類(lèi)工程領(lǐng)域的研究中，建模并利用pyton等工具對(duì)設(shè)計(jì)模型進(jìn)行數(shù)值模擬和性能檢測(cè)、優(yōu)化是非常重要的技術(shù)基礎(chǔ)。本項(xiàng)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(xiàng)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(xiàng)目將以船舶和海洋工程為例，圍繞理論分析、數(shù)值評(píng)估和機(jī)器學(xué)習(xí)算法（ML）模擬三個(gè)方面來(lái)展開(kāi)，并通過(guò)Google Colab平臺(tái)編寫(xiě)并運(yùn)行Python程序，對(duì)相關(guān)研究?jī)?nèi)容進(jìn)行建模和數(shù)據(jù)分析。通過(guò)本項(xiàng)目的學(xué)習(xí)，學(xué)生既能掌握流體動(dòng)力學(xué)和水下航行器設(shè)計(jì)的相關(guān)理論知識(shí)，又能通過(guò)實(shí)踐掌握python編程及其在工程設(shè)計(jì)領(lǐng)域的應(yīng)用，提升多元角度分析和解決實(shí)際問(wèn)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(xiàng)目大綱：流體的相關(guān)概念、流體運(yùn)動(dòng)分類(lèi)以及python算法實(shí)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(chǎng)數(shù)值評(píng)估 Waveform simulation and numerical evaluation of wave field 潛水艇、螺旋槳的設(shè)計(jì)原理和編程模擬 Design principle and programming simulation of submarine and propeller 項(xiàng)目回顧與成果展示 Program review and presentation 論文輔導(dǎo) Project deliverable tutoring