成功案例

了解全球各地的工程师和研究人员如何使用 MATLAB 借助工程、生产和业务数据构建预测模型。

Automotive

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Autoliv

Automated LiDAR Point-Cloud Annotation for Sensor Verification

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工业自动化和机械

Mondi

使用机器学习实现基于统计的生产过程运行状况监控和预测性维护

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公用事业和能源

Baker Hughes

使用数据分析和机器学习实现油气开采设备的预测性维护

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Continental

Traffic Sign Recognition for Driver Assistance Systems

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Cummins

A Perspective on Deploying Reinforcement Learning to Augment Classic Control Design

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Ford

Using MATLAB on Apache Spark for ADAS Feature Usage Analysis and Scenario Generation

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Automotive

Honda

Fleet Analytics to build strategies for BS VI Development

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医疗设备

IDNEO

开发嵌入式计算机视觉和机器学习算法以解释血型结果

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半导体

Infineon

使用 MATLAB Production Server将机器学习做成服务

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PathPartner

PathPartner Develops Machine Learning Algorithms for Radar-Based Automotive Applications

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汽车

Mahindra

使用机器学习进行路况估计模块建模

Aerospace and Defense

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Rolls-Royce

Simulation and Modelling Advances in the Field of Aero engines

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Safran

Simulation & Predictive Maintenance Application

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U.S. Air Force and U.S. Navy

U.S. Air Force and U.S. Navy Accelerate Test Data Analysis

Energy production and IA&M

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Baker Hughes

Predictive Maintenance for Gas and Oil Extraction Equipment Using Data Analytics and Machine Learning

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BuildingIQ

Big Data Applied to Big Buildings to Give Big Savings on Big Energy Bills

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GE, Stadtwerke Leipzig

AI and IoT for Power Systems Applications

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Hydro Quebec

Grid Fault Location Detection Using System Simulation and Machine Learning

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Mondi

Statistics-Based Health Monitoring and Predictive Maintenance for Manufacturing Processes with Machine Learning

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RWE Renewables, Hydro Quebec, IMCORP

Utility Asset Condition Monitoring and Predictive Maintenance using Machine Learning and Artificial Intelligence

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Shanghai Electric

Build and Deploy Cost-Saving Enterprise Software for Planning and Designing Distributed Energy Systems

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Sterlite

Sterlite Minimizes Optical Fiber Manufacturing Cost Using Machine Learning

Medical Devices and CES

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Battelle

Neural Bypass Technology Restores Movement to a Paralyzed Man’s Arm and Hand

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GSK

GSK Uses Historical Data to Improve Manufacturing Processes and Make Better Products

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IDNEO

Developing Embedded Computer Vision and Machine Learning Algorithms for Interpreting Blood Type Results

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Kinesis Health Technologies

Assessing the Risk of Falls in Older Adults with Inertial Sensors and Machine Learning

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Stanford University

Sifting Through Multisource Data for Safer Battery Materials with Machine Learning

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CAEML

CAEML Research in Hardware Design and Optimization Using Machine Learning

Financial Services

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Aberdeen Asset Management

Aberdeen Asset Management Implements Machine Learning–Based Portfolio Allocation Models in the Cloud

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HSBC

CCAR Neural Networks Model

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QuantUniversity.com

Machine Learning and AI in Risk Management

Semiconductors

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ASML

Virtual Metrology Technology for Semiconductor Manufacturing with Machine Learning

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Infineon

Machine Learning as a Service with MATLAB Production Server

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