Our Focuses
Seismic AI
GTC is bringing state-of-the-art digital engineering capabilities to seismic signal analysis. By applying advanced data science and machine learning techniques, GTC is able to improve accuracy, efficiency, and reduce manpower requirements for seismic analysis, advancing the public safety, defense, and energy sectors.
Our tools in this area include:
- Sub-surface stress state analysis
- Phase feature extraction
- Signal denoising & isolation
- Probabilistic onset determination
- Event location
- Event association
- Event discrimination
Autonomous Systems
GTC has expertise in automation for advanced control of systems including UAVs, satellites, and life support systems. Using physics-driven, data-driven, or hybrid models, these analytical algorithms can monitor, optimize, and control complex systems. We deploy edge and cloud computing environments to power these solutions, enabling data collection, signal processing, model-predictive control, multi-objective optimization, and deep learning methods even where computational resources are limited.
Our tools in this area include:
- Automated fault detection and identification in unmanned terrestrial and space systems by monitoring battery fluctuations
- Automated control and health management of water recycling/filtration systems
- Resource allocation in deep space human habitats during component/subsystem failures
Modeling & Simulation
At GTC, we pride ourselves on our ability to bring the specialized skills we have cultivated to many different sectors and industries. With our network of collaborators at research institutions and private companies, GTC is experienced at using our partners subject matter expertise to apply digital engineering, data science, and machine learning techniques to a wide variety of fields.
Our work includes:
- A framework to apply Model-Based Systems Engineering to facilities management and master planning
- Aircraft trajectory analysis combined with external data such as weather to identify anomalous pilot behavior
- Pilot proficiency quantification and training recommender system
Global Technology Connection Inc. provides services in the following areas:
Data Science Consulting Services
In a world where modern software is everywhere in our daily life, many businesses sit on mountains of data that they aren’t sure how to properly utilize. Some don’t even know just how much data they have, and others are simply lacking the technical expertise to get the insights they need out of their data. Whatever your situation, GTC can work with you to understand your needs, explore your data, and develop a solution that’s right for you. Whether data visualization, business insights, risk models, or if you problem is uniquely suited for AI / machine learning, we can help.
If you have a data-heavy project you need help with, or if you’re looking to start making more data-driven decisions for your business, Contact Us. We offer a free consultation to understand your needs as well as a no-cost initial data discovery.
Data Analytics & Machine Learning
Our team of data scientists and machine learning experts have utilized traditional and advanced machine learning algorithms to solve complex engineering challenges. Some of our recent related projects include automated optimization of control settings for a space habitat and differentiating nuclear blasts from earthquakes using seismic signals. In addition, GTC has partnerships with research institutes developing state of art machine learning techniques like transfer learning, reinforcement learning, adversarial networks, etc for image and video processing, object identification, segmentation, etc.
Benefits:
- Identify complex patterns in large datasets for better decision making
- Automating complex tasks like classification of images, signals, etc.
Modeling & Simulation
Researchers at GTC have expertise in modeling and simulation of engineering systems to build physics, data-driven, and hybrid models to enhance the decision process to reduce costs, increase productivity, and add automation. Our researchers utilize state-of-the-art modeling and simulation techniques like model-based systems engineering (MBSE), digital twins, deep learning, hybrid modeling, and surrogate modeling to create high-fidelity algorithms. These products make system decisions with high confidence to improve productivity and reduce costs.
Benefits:
- Eliminate the need for expensive experiments & prototypes
- Perform rapid validation, control, and design optimization
Remote Sensing, Automation & Control
GTC has expertise in automation for advanced control of systems using feedback, data collection, signal processing, etc. Analytical algorithm strategies include predictive model control, multi-objective optimization, and Lebesgue sample, where computational resources are limited. Data-driven control strategies are used when physical models do not capture a complex system and include deep learning, ensemble methods, and support vector machines. We deploy edge and cloud computing solutions for remote sensing and control. Our technology allows for advanced control algorithms to be integrated into legacy PLC controls via an ethernet connection or Modbus.
Benefits:
- Increased productivity and quality of products
- Reduced labor costs and expenses.
Failure Prevention & Analysis Investigations
GTC has investigated and conducted analysis on 350+ machinery and material failures that include lift trucks, electrical failures, construction defects, automotive bumpers, airplane and engine component failures, automotive axle, weld joints, aluminum, titanium, polymers, ceramics and composite materials, Life assessment and durability of prototype components, etc. GTC also provides services in Finite Element Analysis (FEA) for engineering analysis such as Mechanics, Structural Analysis, heat transfer, fluid dynamics, etc.
Some of the industries and clients that GTC serves include:
- Aerospace, automotive and transportation
- Manufacturing, semiconductors and electronic materials