Digital Twin

Building a data lake for industrial digital twin applications.

An industrial complex is prominently featured at night, illuminated with bluish-green lights. Large chimneys expel smoke into the dark sky, and several wind turbines are visible in the background, suggesting a contrast between industrial production and renewable energy sources.
An industrial complex is prominently featured at night, illuminated with bluish-green lights. Large chimneys expel smoke into the dark sky, and several wind turbines are visible in the background, suggesting a contrast between industrial production and renewable energy sources.
Quality Traceability

Automotive welding line quality traceability for improved efficiency.

An industrial indoor scene showing an intricate setup of machinery and equipment. There are numerous cables and pipes intertwined, with a chain hoist hanging from above. A staircase is visible on the left side, leading to a platform with railings. Various electrical equipment and control boxes are positioned around the area. The environment seems to be part of a larger facility, with a large vent pipe running horizontally across the wall in the background.
An industrial indoor scene showing an intricate setup of machinery and equipment. There are numerous cables and pipes intertwined, with a chain hoist hanging from above. A staircase is visible on the left side, leading to a platform with railings. Various electrical equipment and control boxes are positioned around the area. The environment seems to be part of a larger facility, with a large vent pipe running horizontally across the wall in the background.
Energy Simulation

Simulating energy network failure propagation for risk assessment.

A large industrial structure featuring multiple silos and cylindrical buildings, surrounded by lush greenery. The sky is overcast, creating a moody atmosphere. The industrial complex has an imposing appearance with its tall structures and metal piping.
A large industrial structure featuring multiple silos and cylindrical buildings, surrounded by lush greenery. The sky is overcast, creating a moody atmosphere. The industrial complex has an imposing appearance with its tall structures and metal piping.
A large industrial tank system with several interconnected metal pipes is situated against a background of white walls and a clear blue sky.
A large industrial tank system with several interconnected metal pipes is situated against a background of white walls and a clear blue sky.
Smart Warehouse

Monitoring smart warehouse digital twin for operational insights.

Data Fusion

Multi-source data fusion for enhanced analytics and insights.

A large industrial machine with a control panel and a digital touchscreen interface mounted on it. The environment is a factory setting with visible overhead lights and other machinery in the background. There are various buttons and emergency stop features on the equipment, along with visible wiring and mechanical parts.
A large industrial machine with a control panel and a digital touchscreen interface mounted on it. The environment is a factory setting with visible overhead lights and other machinery in the background. There are various buttons and emergency stop features on the equipment, along with visible wiring and mechanical parts.

"Spatiotemporal Alignment Methods for Industrial Multimodal Data"(2024)"Collaborative Analysis System Design in VR Environments"(2023)"Semantic Visualization in Quality Analysis Applications"(2025)"Cognitive Load Studies in Digital Twin Visualization"(2024)These works establish our three core competencies in digital twin visualization AI:Multimodal data fusion Interactive analysis technologies Visualization cognitive science