Customer Stories

Predictive Maintenance

 

Korea Institute of Energy Research

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

Korea Institute of Energy Research

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

Daihatsu

Daihatsu Uses AI to Classify Engine Sounds

Metro de Madrid

Metro de Madrid Adopts Machine Learning for Predictive Maintenance in Tunnels

Siemens

Siemens Develops Health Monitoring System for Distribution Transformers

Medical Devices

 

University of Dayton

Deep Learning for Medical Imaging: COVID-19 Detection

University of Dayton

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

KN

Rapid Prototyping of Medical Image Analytics Used in Clinical Decision Support Systems

Control Systems

 

Cummins

A Perspective on Deploying Reinforcement Learning to Augment Classic Control Design

Cummins

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

Automotive Powertrain

 

Mazda

Mazda Speeds Next-Generation Engine Development of SKYACTIV TECHNOLOGY

Mazda

Bosch

Application of Robust Statistical Analysis and Machine Learning Algorithms to OBD Threshold Determination

Vitesco

Vitesco Technologies Applies Deep Reinforcement Learning in Powertrain Control

Honda

Using Fleet Analytics and MATLAB to Build Strategies for BS-VI Development

MTDB

Development of Machine Learning Model Using Simulink

Automated Driving

 

Monarch Tractor

Autonomous Electric Tractor Brings Artificial Intelligence to the Field

Monarch Tractor

Autoliv (14:05)

Automated LiDAR Point-Cloud Annotation for Sensor Verification

Metawave

Developing Vehicle Perception Technologies for Autonomous, Self-Driving Cars

Ford

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

Continental

Traffic Sign Recognition for Driver Assistance Systems

Manufacturing Analytics

 

CAEML

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

AI and IoT for Power Systems Applications

GE, Stadtwerke Leipzig

RWE Renewables, Hydro Quebec, IMCORP

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

 

C-CORE

Analyzing Satellite Radar Imagery with Deep Learning

C-Core

PathPartner

PathPartner Develops Machine Learning Algorithms for Radar-Based Automotive Applications

Robotics

 

USC

On the New Generation of Bio-Inspired Robots

USC

Computer Vision

 

Airbus

Airbus Uses Artificial Intelligence and Deep Learning for Automatic Defect Detection

Airbus

ATLA

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

Shell International E&P, Inc.

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

University of Massachusetts Amherst

Building Better Engines with AI

Yachiyo Engineering, Co., Ltd.

Snow Hazard Index Using Conditional GAN and Semantic Segmentation

Norwegian Defense Research Establishment

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

SINTEF

Developing an Underwater 3D Camera with Range-Gated Imaging

University of Twente

Artificial Intelligence and Augmented Reality in Healthcare

Drass

Smart Maritime Surveillance System

Computational Finance

 

Aberdeen Asset Management

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

Aberdeen

HSBC

CCAR Neural Networks Model

QuantUniversity.com

Machine Learning and AI in Risk Management

Computational Biology

 

MIT

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

MIT

Stanford University

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