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A Novel Design for Thin Film Smart Sensors on Complex Aero-Engine Surface for High Temperature Measurement 一种用于复杂航空发动机表面高温测量的新型薄膜智能传感器设计
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-1506
Ziyi Xie, F. Duan
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引用次数: 0
Decentralized Trajectory Optimization of Multiple Aircraft Using Intent-Based Coordination 基于意图协调的多机分散轨迹优化
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-0863
N. Yokoyama
{"title":"Decentralized Trajectory Optimization of Multiple Aircraft Using Intent-Based Coordination","authors":"N. Yokoyama","doi":"10.2514/6.2021-0863","DOIUrl":"https://doi.org/10.2514/6.2021-0863","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128777856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Sensitivity and Estimation of Flying-Wing Aerodynamic, Propulsion, and Inertial Parameters Using Simulation 基于仿真的飞翼气动、推进和惯性参数的灵敏度和估计
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-1528
Jaden Thurgood, D. Hunsaker
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引用次数: 0
A Novel Physics Informed Deep Learning Method for Simulation-Based Modelling 一种新的基于物理的基于仿真建模的深度学习方法
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-0177
Hasan Karali, Umut M. Demirezen, M. Yukselen, G. Inalhan
{"title":"A Novel Physics Informed Deep Learning Method for Simulation-Based Modelling","authors":"Hasan Karali, Umut M. Demirezen, M. Yukselen, G. Inalhan","doi":"10.2514/6.2021-0177","DOIUrl":"https://doi.org/10.2514/6.2021-0177","url":null,"abstract":"In this paper, we present a brief review of the state of the art physics informed deep learning methodology and examine its applicability, limits, advantages, and disadvantages via several applications. The main advantage of this method is that it can predict the solution of the partial differential equations by using only boundary and initial conditions without the need for any training data or pre-process phase. Using physics informed neural network algorithms, it is possible to solve partial differential equations in many different problems encountered in engineering studies with a low cost and time instead of traditional numerical methodologies. A direct comparison between the initial results of the current model, analytical solutions, and computational fluid dynamics methods shows very good agreement. The proposed methodology provides a crucial basis for solution of more advance partial differential equation systems and offers a new analysis and mathematical modelling tool for aerospace applications.","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130954361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Experimental Investigation of Synchronized Sweeping Jets for Film Cooling Application 同步扫射射流用于气膜冷却的实验研究
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-2003
A. Spens, J. Bons
{"title":"Experimental Investigation of Synchronized Sweeping Jets for Film Cooling Application","authors":"A. Spens, J. Bons","doi":"10.2514/6.2021-2003","DOIUrl":"https://doi.org/10.2514/6.2021-2003","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130135883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Development of an Artificial Intelligence System to Design of Structures using Reinforcement Learning: Proof of Concept 使用强化学习设计结构的人工智能系统的开发:概念证明
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-1692
Junhyeon Seo, R. Kapania
{"title":"Development of an Artificial Intelligence System to Design of Structures using Reinforcement Learning: Proof of Concept","authors":"Junhyeon Seo, R. Kapania","doi":"10.2514/6.2021-1692","DOIUrl":"https://doi.org/10.2514/6.2021-1692","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115274441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Autonomous Satellite Rendezvous and Proximity Operations via Geometric Control Methods 基于几何控制方法的自主卫星交会与接近操作
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-0075
Alexander A. Soderlund, S. Phillips, Anonto Zaman, C. Petersen
{"title":"Autonomous Satellite Rendezvous and Proximity Operations via Geometric Control Methods","authors":"Alexander A. Soderlund, S. Phillips, Anonto Zaman, C. Petersen","doi":"10.2514/6.2021-0075","DOIUrl":"https://doi.org/10.2514/6.2021-0075","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"168 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132760714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Development and Deployment of an Autonomous UAV-Borne Gas and Particulate Sample Capture System for Fumarole Sampling 开发和部署用于喷气孔采样的自主无人机机载气体和颗粒样品捕获系统
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-1409
Matthew O. Anderson, S. Backus, Ery C. Hughes, A. Curtis, Soon-Jo Chung, E. Stolper
{"title":"Development and Deployment of an Autonomous UAV-Borne Gas and Particulate Sample Capture System for Fumarole Sampling","authors":"Matthew O. Anderson, S. Backus, Ery C. Hughes, A. Curtis, Soon-Jo Chung, E. Stolper","doi":"10.2514/6.2021-1409","DOIUrl":"https://doi.org/10.2514/6.2021-1409","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116104442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-Agent Reinforcement Learning for Thermalling in Updrafts 多智能体强化学习在上升气流中的应用
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-0864
Fabian Schimpf, S. Notter, Pascal Groß, W. Fichter
{"title":"Multi-Agent Reinforcement Learning for Thermalling in Updrafts","authors":"Fabian Schimpf, S. Notter, Pascal Groß, W. Fichter","doi":"10.2514/6.2021-0864","DOIUrl":"https://doi.org/10.2514/6.2021-0864","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123997436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Pterodactyl: System Analysis of an Asymmetric and Symmetric Deployable Entry Vehicle for Precision Targeting Using Flaps 翼手龙:利用襟翼精确瞄准的非对称和对称可展开进入飞行器的系统分析
AIAA Scitech 2021 Forum Pub Date : 2021-01-04 DOI: 10.2514/6.2021-0762
Sarah N. D'Souza, A. Alunni, B. Yount, Wendy A. Okolo, Benjamin W. L. Margolis, Breanna J. Johnson, K. Hibbard, J. Barton, V. Hawke, Zane B. Hays, Brandon J. Reddish, Daniela Rocca-Bejar
{"title":"Pterodactyl: System Analysis of an Asymmetric and Symmetric Deployable Entry Vehicle for Precision Targeting Using Flaps","authors":"Sarah N. D'Souza, A. Alunni, B. Yount, Wendy A. Okolo, Benjamin W. L. Margolis, Breanna J. Johnson, K. Hibbard, J. Barton, V. Hawke, Zane B. Hays, Brandon J. Reddish, Daniela Rocca-Bejar","doi":"10.2514/6.2021-0762","DOIUrl":"https://doi.org/10.2514/6.2021-0762","url":null,"abstract":"","PeriodicalId":165313,"journal":{"name":"AIAA Scitech 2021 Forum","volume":"451 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122736836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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