Customer Stories

AI Applications with MATLAB and Simulink

Check out a variety of AI applications in automated driving, robotics, computer vision, and more

Predictive Maintenance

 

All Nippon Airways

All Nippon Airways Uses MATLAB to Predict Aircraft Component Failures

All Nippon Airways

Coca-Cola Develops

Coca-Cola Develops Virtual Pressure Sensor with Machine Learning to Improve Beverage Dispenser Diagnostics

Aerzen Digital Systems

Aerzen Digital Systems Builds Scalable AI Solutions with MATLAB Production Server

Korea Institute of Energy Research

Korea Institute of Energy Research Develops AI-Based Predictive Maintenance Models for Offshore Wind Power

IMCORP

IMCORP Uses Deep Learning for Predictive Maintenance of Underground Power Cable Systems

Mondi

Mondi Implements Health Monitoring and Predictive Maintenance for Plastics Manufacturing Processes

Baker Hughes

Baker Hughes Develops Predictive Maintenance Software for Gas and Oil Extraction Equipment

Atlas Copco

Atlas Copco Minimizes Cost of Ownership Using Simulation and Digital Twins

John Thompson (34:19)

John Thompson Predicts Boiler Trips with Machine Learning

Medical Devices

 

Machine Learning

Machine Learning Helps Bring Critical Cancer Screening to Rural India

Machine Learning

Moffitt Cancer

Moffitt Cancer Center Uses Machine Learning to Accelerate Cancer Research

UT Austin

UT Austin Researchers Convert Brain Signals to Words and Phrases Using Wavelets and Deep Learning

Kinesis Health Technologies

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

Ritsumeikan University

Using Deep Learning to Reduce Radiation Exposure Risk in CT Imaging

University of Dayton

Deep Learning for Medical Imaging: COVID-19 Detection

Combining Artificial Intelligence

Combining Artificial Intelligence and Footwear Improves Diabetes Treatment

Evaluating Alzheimer’s Disease

Evaluating Alzheimer’s Disease Therapeutic Targets with Deep Learning and the MATLAB Based Spine Tool

Control Systems

 

Poclain Hydraulics

Poclain Hydraulics Develops Soft Sensors to Measure Motor Temperature in Real Time Using Deep Learning and Kalman Filters

Poclain Hydraulics

Airbus

Airbus Develops Autonomous Control Systems for the Mars Sample Fetch Rover Using Model-Based Design

Korea Institute of Energy Research

Korea Institute of Energy Research Develops AI-Based Predictive Maintenance Models for Offshore Wind Power

BMW

Detecting Oversteering with Machine Learning

Cummins (15:53)

A Perspective on Deploying Reinforcement Learning to Augment Classic Control Design

Automotive Powertrain

 

TWT GmbH

TWT GmbH Develops New Workflow for Tuning Automotive Suspension Designs Using Deep Learning and Multibody Simulation

TWT GmbH

SUBARU

SUBARU Uses AI Surrogate Model to Reduce Transmission Control System Analysis Time

Mazda

Mazda Speeds Next-Generation Engine Development of SKYACTIV TECHNOLOGY

Vitesco

Vitesco Technologies Applies Deep Reinforcement Learning in Powertrain Control

Ford

Ford Develops MATLAB Based Tool for Analyzing Drive-Cycle Test Results

Mercedes-Benz

Mercedes-Benz Simulates Hardware Sensors with Deep Neural Networks

Automated Driving

 

Bosch

Bosch Designs and Implements a Lidar Point Cloud Classifier with MATLAB and Deep Learning Toolbox

Bosch

Monarch Tractor

Autonomous Electric Tractor Brings Artificial Intelligence to the Field

Metawave

Developing Vehicle Perception Technologies for Autonomous, Self-Driving Cars

DENSO

DENSO TEN Uses MATLAB to Develop Mobile Cyber-Physical System

Manufacturing Analytics

 

CAEML (26:09)

CAEML Research in Hardware Design and Optimization Using Machine Learning

CAEML

Sterlite

Sterlite Minimizes Optical Fiber Manufacturing Cost Using Machine Learning

GSK

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

Stanford University

Sifting Through Multisource Data for Safer Battery Materials with Machine Learning

Power System Analysis and Design

 

GE, Stadtwerke Leipzig (53:59)

AI and IoT for Power Systems Applications

GE, Stadtwerke Leipzig

RWE Renewables, Hydro Quebec, IMCORP (1:19:47)

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

Hydro Quebec

Grid Fault Location Detection Using System Simulation and Machine Learning

Radar

 

Bharat Electronics

Bharat Electronics Applies AI to Elevation Estimations from 3D Radar

Bharat Electronics

C-CORE

Analyzing Satellite Radar Imagery with Deep Learning

PathPartner

PathPartner Develops Machine Learning Algorithms for Radar-Based Automotive Applications

Data Quality Control

Using Deep Learning to Automate Radar Data Quality Control at Sea

Robotics

 

KLE Technological University

KLE Technological University Launches Automation and Robotics Program Using MATLAB and Simulink

KLE Technological University

USC (24:53)

On the New Generation of Bio-Inspired Robots

Computer Vision

 

Spacesium

Spacesium Creates Deep Learning System to Segment Large Lidar Point Clouds with MATLAB

Spacesium

Airbus

Airbus Uses Artificial Intelligence and Deep Learning for Automatic Defect Detection

ATLA

Acquisition, Technology & Logistics Agency Applies GAN to Far-Infrared Images and Generates Color Images

Shell International E&P, Inc. (25:18)

Content-Based Image Retrieval (CBIR) Using Deep Neural Networks

University of Massachusetts Amherst

Building Better Engines with AI

Norwegian Defense Research Establishment

Classification of Anti-Submarine Warfare Sonar Targets Using a Deep Neural Network

Yachiyo Engineering, Co., Ltd. (14:46)

Snow Hazard Index Using Conditional GAN and Semantic Segmentation

Yachiyo Engineering, Co., Ltd. (14:46)

Snow Hazard Index Using Conditional GAN and Semantic Segmentation

SINTEF

Developing an Underwater 3D Camera with Range-Gated Imaging

Drass Develops

Drass Develops Deep Learning System for Real-Time Object Detection in Maritime Environments

Computational Finance

 

Aberdeen Asset Management

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

Aberdeen

HSBC (37:41)

CCAR Neural Networks Model

Administrador

Administrador del Mercado Mayorista Develops AI-Based Models for Predicting Electricity Demand:

Computational Biology

 

MIT

Physics-Informed Machine Learning: Cloud-Based Deep Learning and Acoustic Patterning for Organ Cell Growth Research

MIT

Stanford University (23:59)

Physics-Informed Machine Learning: Using the Laws of Nature to Improve Generalized Deep Learning Models

RIKEN

RIKEN Develops a Method to Apply CNN to Non-Image Data