GDTL Knowledge Base
Browse 111 published articles across green digital transformation, AI, industrial data, energy, digital twins, BIM, circularity, skills and implementation strategy.
AI, Data & Analytics
Artificial intelligence, data architecture, analytics, monitoring and digital decision support.
37 articles →BIM & Built Environment
BIM, CAD, lifecycle assessment, buildings and digital construction workflows.
20 articles →Circularity & Sustainability
Circular economy, lifecycle thinking, materials, product data and sustainable operations.
15 articles →Digital Twins & Simulation
Digital twins, simulation, virtual models and operational decision systems.
9 articles →Energy & Resource Efficiency
Energy monitoring, efficiency, resource use and operational sustainability.
9 articles →Industrial Digitalization
Manufacturing, automation, predictive maintenance, quality and digital industrial workflows.
8 articles →Skills & Careers
Green-digital competencies, workforce development, technical careers and training.
2 articles →Strategy & Implementation
Digital maturity, implementation roadmaps, governance, business cases and transformation strategy.
11 articles →Browse the full library
Publications & Events
Publications & Events This page lists relevant publications, seminar materials, workshop outputs, and event links associated with the Green Digital Transformation Lab (GDTL) and Cademix Institute of Technology. […]
Read article →Evidence & Results
Evidence & Results This section presents verified results, implementation evidence, and documented outcomes from GDTL workstreams. All claims are supported by technical evidence or project records. Current Status […]
Read article →Industrial Heat Recovery Monitoring and Digital Optimization: Why the Hardware Isn’t the Bottleneck
Walk through a mid-sized manufacturing plant in Linz, Graz, or the Ruhr Valley and ask the operations manager about waste heat recovery. You will likely get a confident […]
Read article →Measuring Value from Digital Sustainability Projects: A Practical Roadmap for Decision-Makers
Digital sustainability projects sit in an uncomfortable measurement space. A company invests in sensor networks to optimise energy consumption across three production sites, or deploys an AI-driven logistics […]
Read article →R&D Collaboration for Sustainable Digitalization: How Interdisciplinary Partnerships Turn Ambition into Working Systems
The Complexity Problem Nobody Solves Alone Sustainable digitalization sits at an uncomfortable intersection. It demands that an organization simultaneously understand energy-system modelling, data governance, industrial automation, materials lifecycle […]
Read article →Scaling Digital Pilots Across an SME: From Proof of Concept to Organizational Deployment
The pilot worked. A small team used a new predictive maintenance model on one production line, or an automated document workflow handled invoice processing for a single department, […]
Read article →Green Digital Transformation Without Replacing Legacy Systems: A Pragmatic Architecture for European SMEs
The most expensive sentence in European industrial digitalisation is this one: “We cannot start our green transformation until we replace the ERP, the SCADA layer, and the CAD […]
Read article →Build vs Buy for Industrial Digitalization: A Decision Framework Grounded in a Realistic Manufacturing Scenario
The Decision That Doesn’t Have a Clean Answer Every European manufacturing SME eventually faces it: a production floor generating data it cannot use, quality inspections recorded on paper, […]
Read article →Data Literacy for Technical Managers: Comparing the Approaches That Actually Build Capability
Why Technical Managers Need a Different Conversation About Data Literacy Most writing on data literacy targets a broad workforce audience: learn to read a chart, understand what a […]
Read article →Digital Maturity Assessment for Manufacturers: Mapping the Landscape, Choosing the Right Approach
The question “how digitally mature are we?” has become almost reflexive in European manufacturing boardrooms. Every trade fair, every EU funding call, every consultant pitch now opens with […]
Read article →The Business Case for Green Digital Transformation: What Actually Pays, What Doesn’t, and How to Build the Argument
Ask most technical managers in a European SME whether green digital transformation makes business sense, and you will get a predictable answer: it is a compliance cost, a […]
Read article →Technology Selection for Sustainability Projects: A Practical Guide for Technical Decision-Makers
Why Sustainability Projects Stall Before the First Sensor Is Installed Most sustainability initiatives in European industry do not fail because the underlying technology does not exist. They fail […]
Read article →How to Choose a Digital Sustainability Pilot: A Decision Framework for European SMEs and Technical Teams
Most organisations that decide to run a digital sustainability pilot face a paradox: the abundance of options makes the first step harder than the technology itself. Energy monitoring […]
Read article →Interdisciplinary Skills for Sustainable Industry: A Practical Roadmap for Professionals and Organisations
The phrase “interdisciplinary skills for sustainable industry” appears in strategy documents, job descriptions, and EU funding calls with increasing frequency. Yet for most technical professionals and small-to-medium enterprises, […]
Read article →Green Digital Transformation Roadmap for SMEs: A Case-Based Guide to Sequencing, Dependencies, and Realistic Milestones
The phrase green digital transformation roadmap has become a fixture in European business conferences, policy briefs, and vendor pitch decks. For a mid-sized manufacturing firm with 80 to […]
Read article →Training Employees for Digital Transformation: Why Most Programs Teach the Wrong Thing
The Training Budget That Buys the Wrong Competency Walk into most European SMEs and mid-size technical organisations that have committed to a digital transformation strategy, and you will […]
Read article →Digital Sustainability Competencies for SMEs: Why Tools Alone Don’t Close the Gap
A small manufacturing firm in Upper Austria recently invested in an energy monitoring system, connected thirty-two sensors across its production floor, and deployed a dashboard that updates every […]
Read article →Continuing Education for Industrial AI: Mapping the Landscape, Choosing a Path
Industrial AI is not a single technology. It is the convergence of machine learning, data engineering, domain-specific process knowledge, simulation, automation, and operational integration — and it is […]
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