T4R - Learning journey

Learning with Microlearning Units

Introduction to Data Flows in Digital Twins

FRAMEWORK:
TECHNICAL DESIGN

MODULE:
Data Flows in Digital Twins

EQF 4

TEC-201

Data flows in Local Digital Twins must be designed to transition from static models to dynamic entities reflecting real-time changes in urban environments. They should enable systems to update accurately and respond effectively, reducing the gap between the physical and digital worlds and ensuring governance is based on current and actionable data. To address the challenge, the learning unit presents data flows as structured pathways for seamless data movement. By understanding key types like real-time, batch, and event-based flows, students learn to design these systems to support real-time decision-making and adaptability. The unit emphasizes the importance of calibration and diversified data formats. This learning unit covers the fundamentals of data flows in digital twins—highlighting timing, directionalities, and formats crucial for their design. Through the unit, learners explore real-world cases like COMPAIR and DUET to understand data lifecycle stages and how accurate calibration ensures reliable insight, enabling evidence-based governance and effective urban management.

TEC-200

first loop

Introduction to Data Flows in Digital Twins

Learner describes the data lifecycle in Local Digital Twins and explains how data flows, timing patterns, and calibration pipelines shape system accuracy and responsiveness. Learner analyzes dataflow examples to assess acquisition, processing, storage, and use. Learner works under supervision to contribute to simple dataflow setup tasks with defined responsibilities.

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