TECHNOLOGICAL CAPABILITIES
EDGE COMPUTING & IOT
- Sensor processing
- Self-diagnosis
- Smart predictos and estimators
ADVANCED VIDEO ANALYTICS
- Biometry
- Facial recognition
- Object detection and human tracking
- Emotion recognition
- Gesture recognition
AI ENABLED USER INTERFACE
- Personal assistants
- Chatbots
DATA SCIENCE
- Data mining
- Data analytics
- Big data
MACHINE LEARNING
- Un/semi/supervised learning
- Reinforcement learning
- Neural networks
- Deep learning
- Long short-term memory
SOFTWARE AUTOMATION
- Software bots
- Robot process Automation
- Business process modelling
ADVANCED TEXT ANALYTICS
- Natural language processing and synthesis
- Text generation
- Text to speech / speech to text
- Sentiment analytics
COMPUTER VISION
- Pattern detection, recognition and tracking
- Image recognition, classification, and tagging
- Quality assessment automation
- Unattended vehicles and robots
- Digitizing paperwork
MODELLING
- Complex systems modelling
- State-transition modelling
- Automatic classification
- Knowledge representation and reasoning
APPLICATION AREAS
DECISION BOARD
- Decision support system
- Enhanced risk management
- Operational efficiency
- Business optimization
INDUSTRY 4.0
- Automated diagnosis
- Predictive maintenance
- Quality testing automation
- Unplanned downtime avoidance
- Prediction of yield detractors
RETAIL AND MARKETING
- Real-time personalized recommendations
- Improvement in engagement
- Pricing & merchandising optimization
- Context-aware marketing
- Social media analytics
FACILITIES
- Remote building management
- Energy expenditure reduction
- Automated regulatory assessment
- Smarter security solutions
LOGISTICS AND SUPPLY CHAIN
- Smart inventory management
- Route planning optimization
- Unattended warehouse robots
- Demand prediction
SECURITY
- Intrusion detection
- Crowd counting
- Behavioral detection and modelling
- Network protection and surveillance
CUSTOMER CARE & SUPPORT
- Natural language processing & synthesis
- Sentiment analysis
- Processing claim documents
- Chatbots
HEALTH
- Smart patient health monitoring
- Medical imaging diagnosis
- Cognitive impairment assessment
- Assistive robotics for elderly people
MOBILITY
- In-car commands and communication
- Context awareness
- Pedestrian detection and obstacle avoidance
- Autonomous driving
FINANCIAL AND INSURANCE
- Real-time fraud prevention
- Decentralized consensus algorithms
- Smart risk/credit assessment
- Increasing regulatory compliance
RELATED PROJECTS
- Energy consumption in training and inference of artificial intelligence (AI) models, such as large language models (LLMs) like GPT-4, has become a critical challenge due to its environmental impact and the costs associated with high-performance computing (HPC). The energy required to train these models and interact with them increases significantly as the models grow in size and complexity.
- The adoption of 6G applications will have a positive impact on a broad range of innovations set to transform our society in the future. These include autonomous vehicles that reduce accidents, more efficient emergency services, and connected drones that expedite the delivery of medical supplies between healthcare centres, to name a few examples. These and other emerging solutions continue to evolve, driven by the constant technological advancements in communications. The implementation of these new technologies requires a process that inevitably involves testing in environments as true to real-life conditions as possible.
- The European project LIFE Biogasnet, coordinated by the Biological Treatment of Gaseous Contaminants and Odours Group (BIOGAP) at the Universitat Politècnica de Catalunya - BarcelonaTech (UPC), has validated a new biogas purification technology that improves the quality of this resource, produced in urban solid waste treatment plants and wastewater treatment facilities, while reducing the carbon footprint, thus promoting the concept of a circular economy. The new solution is based on efficient, low-cost biological technologies, combining a biotrickling filter with a nitrification bioreactor.
- As part of the USEFUL project, the Centre for Sensor, Instrumentation and Systems Development (CD6) at the Universitat Politècnica de Catalunya - BarcelonaTech (UPC) has equipped a low-emission vehicle that will drive through the streets of Terrassa with optical sensors integrated into a complex system for data computing, visualisation, and storage. This car will collect and store thousands of anonymous driving data points, which will be used to develop more accurate algorithms for autonomous driving.
