Cross-Disciplinary Innovation: Applying New Technologies for Smart Transportation
As the founder and prime consultant of Forcing Function LLC, Girija has worked on both grant based research and commercial projects. This talk will focus on the 'why and how' of the projects that Forcing Function has undertaken using grant based research. Engineers need to be able to evolve and work with cross-disciplinary teams in order to provide innovative solutions to real world problems. The examples presented will show how new technologies like sensors, drones and Deep Learning can be applied across multiple disciplines to provide solutions in the world of Transportation.
Using 3 real world examples, I will walk the audience through the process of undertaking real world innovative engineering research and applications. The 3 projects are listed below:
1. Predicting traction motor failure - involves using sensor data under ruggedized operating conditions
2. Performing surface and sub-surface analysis of concrete lined tunnels using drone mounter LiDAR and GPR sensors
3. Performing hardware and radio agnostic signal coverage analysis by applying Deep Learning to RF signals
All 3 projects involve multi-disciplinary work and signal processing of collected data using ML/DL techniques.
PDH: 1
NY Approved
Girija Subramaniam, P.E.
President
Forcing Function LLC
Girija is a licensed Electrical Engineer with a diverse background encompassing satellite systems, VoIP, switching, signal processing, and crucial safety-radio communications. Since 2011, she has been a pivotal Subject Matter Expert (SME) in the transportation industry, specializing in the integration of both wired and wireless systems for trackside and on-board applications. In 2015, Girija founded Forcing Function with a vision to leverage emerging technologies within the transportation sector. Serving as a Principal Investigator, she has secured multiple innovation grants and is currently in the process of bringing some of her engineered solutions to market. She currently serves as the Treasurer for the Potomac chapter of MDSPE, chair of NSPE's Emerging Technologies Committee, Chair of NSPE's AI workgroup and member of the SSI sub committee.
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