MATLAB & Simulink 新特性

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MATLAB & Simulink 新特性概述

MathWorks中国应用工程经理赵晨星

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专注协同实现

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专注协同实现

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以思维的速度编辑

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实时编辑器任务让您“远离”代码

Create Plot

Clean Missing Data

Clean Outlier Data

Find Change Points

Find Local Extrema

Remove Trends

Smooth Data

Join Tables

Retime Timetable

Stack Table Variables

Synchronize Timetables

Unstack Table Variables

Optimize

Convert Model Rate

Reduce Model Order

Tune PID Controller

Estimate Approximate Entropy

Estimate Correlation Dimension

Estimate Lyapunov Exponent

Extract Spectral Features

Reconstruct Phase Space

Estimate Process Model

Estimate State-Space Model

Simplify Symbolic Expression

Solve Symbolic Equation

Extract Audio Features

Acquire Webcam Image

Create Plot

Clean Missing Data

Clean Outlier Data

Find Change Points

Find Local Extrema

Remove Trends

Smooth Data

Join Tables

Retime Timetable




Optimize

Convert Model Rate

Reduce Model Order

Tune PID Controller












Create Plot

Clean Missing Data

Clean Outlier Data

Find Change Points

Find Local Extrema

Remove Trends

Smooth Data

Join Tables

Retime Timetable




Optimize

Convert Model Rate

Reduce Model Order

Tune PID Controller












Create Plot

Clean Missing Data

Clean Outlier Data

Find Change Points

Find Local Extrema

Remove Trends

Smooth Data

Join Tables

Retime Timetable




Optimize

Convert Model Rate

Reduce Model Order

Tune PID Controller












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实时编辑器任务让您“远离”代码

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易用的Simulink工具栏

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让Simulink运行更快

Parallel Execution

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Parallel Execution Hardware Acceleration

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Parallel Execution Simulink CacheHardware Acceleration

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Area DescriptionPerformance

ImprovementRelease

Graphicsrendering performance,

large data sets in UI figures6x

Sparsematrix multiplication

linear systems4-5x

datetime, duration, and

calendarDuration arrays 25x

table arrays 2x

Indexing

MATLAB的提速

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GPU 2.8x

CPU 2.5x

Inference

Deep Learning

Area DescriptionPerformance

ImprovementRelease

Training Multi-GPU 1.6x

MATLAB的提速

18pattern object

让写代码变得更容易

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Signal 1

Sig

na

l 2

快速提取仿真结果中的信息

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Signal 1

Sig

na

l 2

快速提取仿真结果中的信息

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调试和监控仿真而不深入细节

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调试和监控仿真而不深入细节

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在几秒钟内将脚本变成一个简单的应用程序

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在几秒钟内将脚本变成一个简单的应用程序

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代码的呈现和共享

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专注协同实现

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Source Control & CI

GitHub

Git

Jenkins

Travis CI

CircleCi

Languages

C/C++

Python

Java

Development Operations

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Source Control & CI

GitHub

Git

Jenkins

Travis CI

CircleCi

Cloud Platforms & Technology

AWS

Azure

Docker

Docker Hub

Data Platforms & Technology

Domino Data Lab

Databricks

Jupyter

Tableau

Kafka

Hadoop

MQTT

RabbitMQ

Languages

C/C++

Python

Java

Development Operations

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与基于python的框架集成

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在Simulink中的深度学习

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轻松将C代码集成到Simulink

C Function

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Simulink Coverage

Simulink Test

Simulink Design

Verifier

Simulink CoderC Caller

C Function

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Code

Importer

C Caller C Function

3434C Caller C Function Code Importer

灵活地进行联合仿真

FMU Import and Export

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Projects

EnvironmentSetup and

Automation

Dependencyand Impact

Analysis

Source Control Integration

Componentized Development

Sharing and Deployment

Testing andVerification

MATLAB&Simulink项目

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Branch 1 Branch 2

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Simulink Projects – Placeholder Slide

• Add images

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Simulink.exportToVersion(a,b,c)

Project to

export

ZIP file

name

Desired

release

Up to 7

years

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专注协同实现

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MATLAB&Simulink与持续集成

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MATLAB&Simulink与硬件部署

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专注协同实现

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for a list of additional trademarks. Other product or brand names may be trademarks or registered trademarks of their respective holders.

谢谢

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MATLAB & Simulink 新特性