Engineering Data Analytics for Predictive Maintenance

18 March 2019 | 09:00am-12:30pm | @Marquis Events Place (Wattle), BGC, Manila

 

THANK YOU for joining us! 

We hope you found the session informative and valuable!

TechSource Philippines bring you solutions focus on Predictive Maintenance and how it efficiently helps in various Industries. In this seminar, our speakers will show how you can use MATLAB® and Simulink® from development to deployment.

Date: 18 March 2019 (Monday)

Time: 9:00am - 12:30pm

Venue: Wattle, 3rd Floor, The Marquis Events Place, BGC, Manila

 

Agenda

Duration

0900-0930 am

 

0930-1000 am

 

1000-1015 am

1015-1100 am

1100-1145 am

1145-1200 pm

1200-1230 pm

Session

Registration

 

Keynote: Are you ready for AI? Is AI ready for you

By Ian Alferez, Senior Application Engineer Team Leader (Singapore & Philippines)

What’s new with MATLAB?

By Antonio Diccion Jr., Application Engineer

Unlocking the power of Machine Learning with Engineering Data

By Alfred Orquia, Application Engineer

Predictive Maintenance From Development to IoT Deployment

By Ian Alferez, Senior Application Engineer Team Leader (Singapore & Philippines)

Q&A

Lunch

*The agenda may be subject to changes.

Synopsis

Keynote: Are you ready for AI? Is AI ready for you

By Ian Alferez, Senior Application Engineer Team Leader (Singapore & Philippines)

AI, or artificial intelligence, is powering a massive shift in the roles that computers play in our personal and professional lives. Most technical organisations expect to gain or strengthen their competitive advantage through the use of AI. But are you in a position to fulfill that expectation, to transform your research, your products, or your business using AI?

This presentation looks at the techniques that compose AI (deep learning, computer vision, robotics, and more), enabling you to identify opportunities to leverage it in your work. You will also learn how MATLAB® and Simulink® are giving engineers and scientists AI capabilities that were previously available only to highly-specialised software developers and data scientists.

What’s new with MATLAB?

By Antonio Diccion Jr., Application Engineer

Learn about the new capabilities in the latest releases of MATLAB® and Simulink® that will help your research, design, and development workflows become more efficient. MATLAB highlights include updates for writing and sharing code with the Live Editor, developing and sharing MATLAB apps with App Designer, and managing and analysing data. Simulink highlights include updates to the Simulation Manager that allow you to run multiple simulations in parallel and new smart editing capabilities to build up models even faster. There are also new tools that make it easier to automatically upgrade your projects to the latest release.

Unlocking the power of Machine Learning with Engineering Data

By Alfred Orquia, Application Engineer

Machine learning is driving innovation in many application areas, including predictive maintenance, digital health and patient monitoring, financial portfolio forecasting, and advanced driver assistance. Developing machine learning models and deploying them on embedded systems or cloud infrastructure often still requires significant expertise with signal processing, big data, and model optimisation.

In the context of obtaining insights from real-world data, this talk addresses how MATLAB® empowers engineers and scientists without significant signal processing and machine learning expertise to tackle challenges like:

  • Importing, visualising, and preprocessing time-series and other data

  • Detecting and extracting features in time, frequency, and time-frequency domains from signals

  • Exploring advanced signal processing and transfer learning techniques for time-series classification

  • Evaluating multiple models and working with large amounts of data

  • Optimising performance, including hyperparameter tuning

Deploying models in production IT systems or on embedded devices.

Predictive Maintenance From Development to IoT Deployment

By Ian Alferez, Senior Application Engineer Team Leader (Singapore & Philippines)

Interest in predictive maintenance is increasing as more and more companies see it as a key application for data analytics that run on the Internet of Things. This talk covers the development of these predictive maintenance algorithms, as well as their deployment on the two main nodes of the IoT—the edge and the cloud.

Speaker Profile

Ian M. Alferez is the Senior Application Engineer at TechSource Systems. He specializes in in the field of embedded system (embedded coder configuration), data analytics (Machine Learning) and technical computing with MATLAB/Simulink. He holds a Bachelor of Science in Electronics and Communication Engineering from the University of San Carlos in Cebu, Philippines. Before joining Techsource Asia, he worked as a Software Development Engineer at Lear Corporation where he refined his skills in Model Based Design with regards to the Verification and Validation Workflow and Embedded Software / Hardware. 

 

He has built his forte in Process Automation with MATLAB, Production Code Customization, Optimization and Generation with Embedded Coder, MATLAB/Simulink Algorithm for Auto Code Generation and Hardware Target Deployment, Customizing the Auto Test Generation / Property Proving with Simulink Design Verifier.

Antonio Diccion Jr is an Application Engineer at TechSource. He holds his BS degree in Electronics Engineering from Saint Louis University in Baguio City, Philippines.   

After finishing his degree, he participated in a scholarship training on Comprehensive Air Traffic Service where he learned Air Traffic Control and Air Navigation and worked in a multicultural environment. He is very passionate about learning and research and fond of taking short courses online.   

He is currently venturing on the Internet of Things (IoT) technology and energy management. 

Alfred Loue F. Orquia is an Application Engineer at TechSource. He graduated in 2018 with a degree of Electronics and Communications Engineering at De La Salle University in Manila, Philippines. Later that year, he was able to pass the licensure examination for ECE. He has also received the award for Best Undergraduate Research for his team’s study on implementation of sliding mode controller on an autonomous quadcopter in which, the research paper has been published at the 2018 International Journal of Automation and Smart Technology.

 

In 2019, he joined TechSource Systems as an Application Engineer. Currently, he is establishing his expertise in Data Analytics particularly in Deep Learning and Transfer Learning using the MATLAB software. 

Venue

The Marquis Events Place

Wattle, 3rd Floor Marquis Building

34th Street, Rizal Drive

Bonifacio Global City, 1634 Taguig

Tel: (02) 663 7487; (02) 663 7438

 

This seminar is free, but registration is required.