Engineers working toward an optimized design must develop their software and physical system together. MathWorks physical modeling tools bring accuracy and efficiency to this effort by enabling you to:
Assemble system-level models that span multiple physical domains and include the control system in a single environment
Create reusable models of your physical system with physical ports, in addition to input and output **s
Model custom physical components (mechanical, electrical, and other physical domains) using a MATLAB based physical modeling language
Extend your analysis with 3D visualization and additional simulation methods
You can convert the models of your physical system to C code and deploy the code to other environments for tasks such as hardware-in-the-loop (HIL) testing. These models support all phases of Model-Based Design.
构建数据驱动和基于物理的数字孪生
通过 MATLAB，可以使用来自工业智能机器的数据定义模型。您还可以使用 Simulink 中的多域建模工具创建基于物理模型。数据驱动和基于物理模型都可以使用来自运营资产的数据进行调整，以作为数字孪生。这些数字孪生可用于预测、假设仿真、异常检测、故障隔离等。
自动部署到边缘、资产或云
可以在边缘、资产或云上部署 MATLAB 程序或 Simulink 模型。对于桌面、服务器、本地或云应用程序，可以生成运行时可执行文件、组件或容器。对于嵌入式设备，可以自动生成 C/C++、Verilog/VHDL 或 GPU 代码。探索和测试物联网系统算法应该运行的位置：无论是应该在资产或边缘上运行的时间关键型控制回路，还是应该在本地数据中心或云上运行的大数据分析。
ThingSpeak：基于 MATLAB 的物联网平台
ThingSpeak 是一款易于使用的基于云的物联网平台，适用于原型设计和小规模生产应用程序。使用 MQTT 或 REST API 从您的设备向 ThingSpeak 发送数据。从任何连接到互联网的浏览器查看实时数据的即时可视化视图。使用 ThingSpeak，您可以规划 MATLAB 代码在新数据到达时运行实时分析和可视化。通过创建警报和触发反应来处理您的数据。
启用 MathWorks 咨询服务
无论您的团队刚刚起步，亦或有丰富的 MATLAB 和 Simulink 使用经验，MathWorks 咨询服务都能为您开发定制计划并加速项目开发。我们的目标是通过个性化辅导及完全透明的方法，帮您改进开发流程、挖掘工具潜力、提供工作效率。
MATLAB® and Simulink® products for Model-Based Design and technical computing are the industry-standard tools for designing, implementing, and testing air, space, naval, and land systems. Aerospace and defense companies worldwide rely on these products in major programs, such as the F-35 Joint Strike Fighter and Mars Exploration Rover, as well as for unmanned aerial vehicles and advanced wireless systems, such as software defined radio (SDR).
Model-Based Design with MATLAB and Simulink is a modular development approach that enables engineering teams to move from internal research and development (IRAD) to design and implementation in a single environment. Companies are using this approach to:
Mitigate program risk by sharing system specifications, analysis, and test data
Reduce costly rework through early simulation of design
Promote reuse by interfacing with existing tools, simulations, and legacy software
Leverage new technologies by moving directly from IRAD to production
Research emerging technologies such as cyber-physical systems
使用 MATLAB 桌面环境元素（包括命令窗口、工作区浏览器和变量编辑器），导入数据、定义变量并执行计算。使用预置的绘图实现数据可视化，并对可视化效果进行自定义。浏览产品文档，查找内置函数，了解其语法以及演示如何使用函数的代码示例。最后，使用实时编辑器创建组合了代码、输出和格式化文本的脚本，采用可执行的记事本格式，方便与其他人共享。
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