Introduction Lecture 1 ME EN 575 Andrew Ning aning@byu.edu - PDF document

Sep 05, 2022 •529 likes •664 views

Introduction Lecture 1 ME EN 575 Andrew Ning aning@byu.edu Outline Syllabus Optimization Basics Project Examples (from past students) Syllabus Course Website: http://flow.byu.edu/me575/ Syllabus: Please Read! Make sure your email is

Introduction Lecture 1 ME EN 575 Andrew Ning aning@byu.edu Outline Syllabus Optimization Basics Project Examples (from past students)
Syllabus Course Website: http://flow.byu.edu/me575/
Syllabus: Please Read! • Make sure your email is current on Learning Suite • Prerequisites/undergraduates • Must not refer to homeworks/exams from prior students • Homework • Project • Weekly Quizzes • Piazza • Ask Questions! Optimization Basics
What is Optimization? Optimal Conventional Baseline Baseline Specifications Specifications design design Analyze or Analyze experiment Evaluate Change Evaluate Change objective and design performance design constraints Is the Is the design design No No good? optimal? Yes Yes Final design Final design Design Variables x (array)
Objective Function J ( x ) or f ( x ) (scalar)
Multidisciplinary Optimization Simultaneous: Sequential: Aerodynamic Optimization Optimizer Structural Optimization Aerodynamic Structural Analysis Analysis Constraints c ( x ) ≤ 0 (array)
Bound constraints Linear constraints Nonlinear constraints Optimization Problem Statement J ( x ) minimize x ∈ R n with respect to subject to c j ( x ) ≤ 0 , j = 1 , 2 , . . . , m
Smooth Discontinuous Linear Continuity Linearity Nonlinear Static Continuous Dynamic Quantitative Discrete Optimization Design Problem Time Variables Classification Qualitative Deterministic Data Constraints Convexity Unconstrained Stochastic Constrained Non- Convex Convex • Nonlinear • Constrained • Differentiable
Optimization Methods • Gradient-based • Gradient-free • Response surfaces • Convex • Integer or Mixed Integer Project Examples (from past students)
Cylindrical surface with tailored stiffness L 2 k 2 Kerf k 1 θ 1 (b) θ 2 L 3 k 3 L 1 θ 3 L 4 y 2 y 1 y 3 F F L t,2 L t,3 L t,4 L t,1 w 2 w 3 w 1 w 4 L 1 L 3 L 4 L 2 L 5 k 1 k 2 k 3 k 4 L 3 L 1 L 2 L 4 L 5 Todd Nelson and Jared Bruton System evolvability of a cookstove Jeff Allen and Kendall Thacker
Wind farm power and acoustics Jared Thomas and Eric Tingey Optimized schedule simulator for students Sam McDonald and Dallin Swiss
Shape optimization of turbine geometry in pulsing flow conditions Mark Fernelius UAV Path Planning 100 80 60 40 20 0 0 20 40 60 80 100 Kyle Ingersoll, Patrick DeFranco, and Bryce Ingersoll

Download Presentation

Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION

TRAINING COURSE ON SOCIAL PROTECTION & FORMALIZATION TRINIDAD AND TOBAGO MARCH 15, 2017 INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION INTRODUCTION Design of the NIS Assistance from the

547 views • 23 slides

INTRODUCTION Introduction 2/42 INTRODUCTION Alternations I am giving bread to the

Patterns of variation in the expression of case and agreement Andrs Brny Leiden University Centre for Linguistics 9 November 2019, BaSIS Workshop a.barany@hum.leidenuniv.nl INTRODUCTION Introduction 2/42 INTRODUCTION

1.37k views • 42 slides

Introduction Introduction Introduction Introduction Outline Motivation Failures

Introduction Introduction Introduction Introduction Outline Motivation Failures Definition and concepts Process and product properties Principles SE Approaches Motivation Software and the economy The economies of

1.03k views • 49 slides

Introduction Introduction Introduction Nationwide Cause for Concern 1

Introduction Introduction Introduction Nationwide Cause for Concern 1 https://www.cdc.gov/std/stats17/infographic.htm Introduction Epidemiology in Western Colorado CPHE Surveillance Data Report, May 2018 Chlamydia Epidemiology in Western

977 views • 39 slides

DAQ introduction Purpose of this talk : (1) Introduction for those who have not been in every

DAQ introduction Purpose of this talk : (1) Introduction for those who have not been in every meeting (2) Some ideas of diagrams for section 7.1 (Introduction) of TP. Giles Barr 25 Jan 2018, Pembroke College On DUNE, the reality is there is a

474 views • 10 slides

INTRODUCTION cf. Schneider, Chapter 1 INTRODUCTION THEY ARE OUT TO GET YOU INTRODUCTION WHAT

ADVANCED COMPUTER SECURITY INTRODUCTION cf. Schneider, Chapter 1 INTRODUCTION THEY ARE OUT TO GET YOU INTRODUCTION WHAT IS SECURITY? A systems security policies describe What the system is supposed to do Store and provide access

479 views • 16 slides

Overview Introduction to SMIL Introduction to W3C and XML Introduction to SMIL

Overview Introduction to SMIL Introduction to W3C and XML Introduction to SMIL Writing a SMIL file Adding Media Objects Martin Halvey Clipping media files January 2008 Timing and Synchronising Layout World Wide

387 views • 14 slides

14 Introduction Introduction Bad guys can put malware into Example: hosts

Introduction Introduction source Encapsulation ISO/OSI reference model message M application segment H t H t M transport network datagram H n H n H t M presentation: allow applications to frame link H l H n H t M interpret

583 views • 4 slides

Previous Lecture Introduction to SMIL 2 Introduction to W3C and XML Introduction to SMIL

Previous Lecture Introduction to SMIL 2 Introduction to W3C and XML Introduction to SMIL Writing a SMIL file Adding Media Objects Martin Halvey Clipping media files January 2008 Timing and Synchronising Layout

322 views • 8 slides

Lecture 1 Andreas Habegger Introduction Zynq Introduction Zynq Introduction Zynq PS vs. PL

Introduction Zynq Lecture 1 Andreas Habegger Introduction Zynq Introduction Zynq Introduction Zynq PS vs. PL Processing System Processor Peripherals Data Buses AXI Bus Conclusion BTE5380 - Embedded Systems Octobre 2014 Andreas Habegger

1.81k views • 30 slides

2018.06 01 SMILE5 Introduction S E 5 02 Alpha Cloud M I L 03 Company Introduction 04

2018.06 01 SMILE5 Introduction S E 5 02 Alpha Cloud M I L 03 Company Introduction 04 Project References S E 5 PART.1 SMILE5 Introduction M I L Introduction STORION-SMILE5 Residential Energy Storage System Inverter 5kW Output Input

1.06k views • 25 slides

Introduction to CICS Course introduction Course introduction What is CICS? What is an

Introduction to CICS Course introduction Course introduction What is CICS? What is an application server? Why use an application server? Course introduction Services provided by CICS How CICS applications are defined Scaling CICS to meet

1.84k views • 146 slides

Network Visualization Introduction Presented by Shahed Introduction Introduction Basic

Network Visualization Introduction Presented by Shahed Introduction Introduction Basic building blocks Node Links (relationship between nodes) Spatial information Network data

584 views • 9 slides

Introduction Introduction (1) Main argument of the paper: universities are not only

Le jugement des pairs comme outil de management des universits Peer-review as a management tool Christine Musselin (CSO, Sciences Po et CNRS) Avril 2013, Lirrsistible ascension du capitalisme acadmique Introduction Introduction (1)

590 views • 28 slides

Introduction Introduction to storage and to storage and filesystems filesystems Introduction

Moreno Baricevic Gilberto Daz Axel Kohlmeyer Stefano Cozzini ULA ICTP CNR-IOM DEMOCRITOS Merida, VENEZUELA Trieste, ITALY Trieste, ITALY Introduction Introduction to storage and to storage and filesystems filesystems Introduction

1.19k views • 51 slides

JABLOTRON JA-100 introduction November 2011 Introduction Todays goals First introduction of

JABLOTRON JA-100 introduction November 2011 Introduction Todays goals First introduction of the brand new JA-100 alarm system Visions Basic architecture System components Setting Help us with final validations You are the FIRST ones

1.69k views • 111 slides

High precision timing of millisecond pulsars for the detection of Gravitational Waves Isma el

Highly stable clocks A very specific instrumentation Timing analysis High precision timing of millisecond pulsars for the detection of Gravitational Waves Isma el Cognard, G.Theureau, L.Guillemot LPC 2 E, CNRS - Universit e dOrl

418 views • 21 slides

Charlene M. L. Roach & Gloria Davis-Cooper 34 th Teachin ing Public ic Admin inistr trati

Charlene M. L. Roach & Gloria Davis-Cooper 34 th Teachin ing Public ic Admin inistr trati tion Confer eren ence 2011 Panel el 10 ---Democratic tic Learnin ing Experie riences es The Government of the Republic of Trinidad and

310 views • 15 slides

Modern ECC signatures Many papers have explored Curve25519/Ed25519 speed. 2011

1 2 Modern ECC signatures Many papers have explored Curve25519/Ed25519 speed. 2011 BernsteinDuifLange SchwabeYang: e.g. 2015 Chou software: Ed25519 signature scheme = on Intel Sandy Bridge (2011), EdDSA using conservative

2.15k views • 125 slides

Searching for Dark Matter with X-ray lines Perseus Cluster (Chandra) Kenny, Chun Yu Ng (

Searching for Dark Matter with X-ray lines Perseus Cluster (Chandra) Kenny, Chun Yu Ng ( ) Marie Curie fellow GRAPPA, University of Amsterdam 12-Sept-2019 Kenny C.Y. NG, TAUP 2019 1 References Searching for DM with NuSTAR

445 views • 17 slides

CSE-571 Probabilis1c Robo1cs Multi-robot Mapping and Exploration SA-1

CSE-571 Probabilis1c Robo1cs Multi-robot Mapping and Exploration SA-1 Sponsored by DARPA-SDR, NSF, Intel Map an unknown area Search for an object of value Set up a surveillance network Track any

406 views • 23 slides

CSE-571 Probabilis1c Robo1cs Exploration Map an unknown area Search for an object of

Sponsored by DARPA-SDR, NSF, Intel CSE-571 Probabilis1c Robo1cs Exploration Map an unknown area Search for an object of value Set up a surveillance network Track any intruders SA-1 SA-1 Mapping the Allen Center

348 views • 8 slides

Roboconf in less than 10 Slides By the Roboconf team / @Roboconf ... is open source Software

Roboconf in less than 10 Slides By the Roboconf team / @Roboconf ... is open source Software (Apache v2) ... is hosted on GitHub ... started in fall 2013 ... is powered by Linagora and Joseph Fourier University The project focuses on

490 views • 9 slides

CMSC 691 Fall 2019 Professor: Dr. M cmat@umbc.edu, ITE 331 Office hours: 10:30-11:30 M,

2/5/19 This Class CMSC 691 Fall 2019 Professor: Dr. M cmat@umbc.edu, ITE 331 Office hours: 10:30-11:30 M, 1-2 F Outside of hours: calendly.com/dr_m TA: Caroline Kery ckery1@umbc.edu, ITE 349 Principles of Office

69 views • 6 slides