Hydrogen skills have become a critical infrastructure layer for the reconstruction of the energy system. Based on historical and current cases from the GEC Living Lab, this article shows that H2 training, vocational education, Living Lab implementation, HyWest, H2CoVE, FLEXI, REINFORCE and regional hydrogen economy development must be operationally coupled with infrastructure, decision-making and system integration to achieve target convergence in climate-neutral and autonomous energy systems.
Initial Situation and Problem Framing
Recent hydrogen-related activities in the Green Energy Center environment, including H2CoVE pilot courses, truck driver trainings, Ecosystem Talks, FLEXI workshops and REINFORCE exchanges, may appear as accompanying measures to project implementation. A closer systemic reading shows that they are not secondary. They indicate that training and competence formation are part of the operational architecture required for energy system transformation. Across the retrieved GEC corpus, more than 200 thematically related entries connect hydrogen, Living Lab, training, workshops, regional implementation and system reconstruction. This density is important because it shows that training appears repeatedly not as isolated education, but as a recurring system function within real implementation environments.
Observation in the Living Lab
The GEC Living Lab has developed since 2016 as a privately initiated operational environment in which infrastructure, projects, communication and implementation were continuously coupled. The establishment of the Info Corner at the beginning of this development is significant because it marked an early institutionalization of knowledge mediation inside the system itself. In this sense, communication, orientation and competence formation were present from hour zero, not as later additions. This historical continuity can now be observed in more explicit formats:
- hydrogen truck driver trainings within H2CoVE and HyWest,
- vocational hydrogen courses at HTL Kramsach,
- educational programs with regional institutions such as WIFI Tirol,
- workshop formats connecting FLEXI, REINFORCE and H2CoVE.
These activities show that competence formation in the Living Lab is not abstract teaching. It is performed inside a real operational context where actors, technologies, infrastructures and expectations have to be aligned.
Systemic Classification
Within the perspective of resource management, the relevant question is not only whether hydrogen technologies exist, but whether they can be translated into stable demand coverage under real conditions. This depends on the coupling of resource availability, demand structures and operational demand coverage. Training directly affects this coupling. It increases the ability of the system to turn available technologies and infrastructures into functioning practice. Hydrogen skills are therefore not external to the system. They are part of its operational capability. The concept of target convergence is useful here. Transformation becomes stable only when technical development, actor coordination, institutional decision-making and operational competence no longer move in different directions. In this perspective, training is one of the mechanisms through which convergence can actually be produced.
Concrete Cases of Competence Formation
Several documented cases illustrate this function. The hydrogen truck driver trainings within H2CoVE and HyWest show how competencies are formed directly around the operational use of hydrogen-based mobility systems. The H2CoVE pilot course at HTL Kramsach demonstrates how vocational education is integrated into system development at an early stage. The hydrogen education program started with WIFI Tirol indicates that regional qualification pathways were already being built as part of the transition logic. Workshops play a complementary role. The FLEXI use case workshops, the Living Lab workshop connecting REINFORCE, FLEXI and H2CoVE, and the broader ecosystem coordination formats show that competence formation is not limited to end users or technicians. It also includes coordination capacity, shared understanding and the ability to translate institutional alignment into operational convergence.
Real-World Stress Cases
The necessity of this competence layer becomes most visible in situations of system stress.
The Innsbruck hydrogen station closure illustrates how infrastructures can become unstable when long-term operational embedding is insufficient. The Zillertalbahn case shows that stepping back from a hydrogen pathway was not merely a technology choice, but a broader system decision shaped by incomplete coupling between infrastructure, institutional support and system-wide understanding. Cases such as hydrogen bus implementation in Salzburg or the tension between vehicle launches and declining station infrastructure reveal similar structural inconsistencies. These examples suggest that transformation problems often emerge where technology development outpaces competence formation and organizational learning. The issue is therefore not simply whether hydrogen works, but whether a system has developed the capability to carry hydrogen solutions in practice.
Historical Role of Training in the GEC Context
From a historical point of view, the current training activities should not be read as a new trend. They continue a structural line that has been present in the GEC system from the beginning. The Info Corner, early E mobility information and training formats, hydrogen mobility presentations, and later H2-related pilot programs all point to the same underlying logic: if a transformation system is built in real conditions, it must continuously produce orientation, understanding and operational competence. This means that training has been one of the carrying pillars of the GEC system since 2016. What changed over time is not the function itself, but the degree of explicitness and specialization. In the current hydrogen context, this function becomes more visible because skill requirements, operational complexity and infrastructure dependencies have increased.
Structural Limitation
At the same time, the historical development of the GEC Living Lab also reveals a structural limit. A privately organized initiative island can build demonstrators, create coordination spaces, develop training formats and prove functionality under real conditions. But it cannot alone finance the competence infrastructure that becomes necessary once the transformation reaches broader system relevance. This is not a weakness of the initiative model, but a consequence of the system character of training. Competence formation creates value beyond single projects and beyond single firms. Its benefit is distributed across the transformation system, while its financing often remains fragmented, temporary or project-bound. A mismatch emerges between systemic relevance and available funding structures.
Misalignment between mainstream narratives and operational system reality
In parallel to the increasing relevance of hydrogen skills as system infrastructure, a critical observation emerges from the operational experience within the GEC Living Lab: The development of public narratives around hydrogen and energy system reconstruction is increasingly driven by mainstream-oriented communication, awareness campaigns and simplified technological narratives. These narratives often decouple from the physical, infrastructural and operational realities of early-stage and first-series technologies. This misalignment is not merely a communication issue, but has direct systemic consequences. Empirical cases such as the Zillertalbahn 2020+ decision process or the P2X Kufstein context illustrate how incomplete system understanding and externally shaped perception frameworks can lead to non-decisions or structurally suboptimal decisions. In such cases, viable system solutions are not rejected due to technical infeasibility, but due to a lack of integrated knowledge across infrastructure, operation and long-term system behavior.
At the same time, funding structures and programmatic priorities tend to reinforce these mainstream narratives. A significant share of resources is allocated to awareness building, dissemination and communication activities, while systemically grounded, physically informed and operationally embedded training formats remain underdeveloped or underfunded. This creates a structural imbalance: While the complexity of the energy system increases, the depth of competence required to manage this complexity is not developed at the same pace.
Within the GEC Living Lab, an alternative approach has been pursued from the beginning. Training activities are anchored at the deepest physical and operational level of the system, ranging from infrastructure understanding to real-world application and extending to “train-the-trainer” formats. This approach enables the development of competencies that are directly linked to system behavior and operational decision-making. However, this approach repeatedly encounters a systemic limitation: Mainstream-driven narratives and simplified solution frameworks tend to dominate decision-making environments, thereby overriding or bypassing the slower, but more robust process of building system-relevant competencies. As a result, well-functioning and operationally validated projects risk being destabilized or discontinued, not due to technical failure, but due to a lack of system-level understanding at the decision-making interface.
This observation reinforces the central thesis of this article: Hydrogen skills are not an auxiliary element of the transformation process, but a critical infrastructure layer that determines whether system convergence can be achieved or not.
Relevance for H2CoVE and European Hydrogen Transformation
For a European H2CoVE audience, the relevance is straightforward. Hydrogen transformation requires more than technological platforms and project-based implementation. It requires institutionalized competence formation that is connected to real operating environments. Living Labs can perform this function because they combine infrastructure, actors, projects and learning processes in one setting. The GEC case indicates that hydrogen skills should be treated as infrastructure. Not in a metaphorical sense, but in the operational sense that they enable system function, stabilize implementation and reduce divergence between strategic ambition and real-world capability.
Conclusion
Hydrogen training should not be interpreted as an accessory to energy transition projects. In the historical and systemic perspective of the GEC Living Lab, it is a core infrastructure of transformation. The key issue is not a simple shortage of courses, but the broader need to couple knowledge, infrastructure and decision-making under real conditions. Where this coupling is weak, systems remain unstable. Where it is built over time, target convergence becomes possible.
The development since 2016 shows that the GEC system recognized this early. The unresolved challenge is no longer whether competence formation is necessary, but how a systemically necessary training infrastructure can be stabilized beyond the limits of a privately initiated implementation island.
References
- GEC-SA-ytn5l, The GEC Living Lab as an Operational Consequence of Ten Years of System Development
- GEC-RP-jm0t9, Systemische Grundlagen der Ressourcenbewirtschaftung
- GEC-DOC-5e5st, Hydrogen Truck Driver Training, Second Course within H2CoVE and HyWest Activities
- GEC-DOC-0uvt0, Hydrogen Truck Driver Training, HyWest meets H2Alpin and H2CoVE
- GEC-DOC-9qhjb, Launch of the H2CoVE Piloting Course by FEN Research for HTL Kramsach
- GEC-DOC-etw1y, Neues Ausbildungsprogramm “Wasserstoff” von FEN Research: WIFI Tirol startet damit am 14. Juni 2021 im Green Energy Center Europe
- GEC-DOC-jmnh4, FLEXI Use Case Workshops March 2026
- GEC-DOC-k9az4, REINFORCE & FLEXI meet H2CoVE: Living Lab Workshop at GEC Europe
- GEC-DOC-mx376, From institutional alignment to operational convergence: The FLEXI workshops and the Skopje meeting in the context of the GEC Living Lab
- GEC-DOC-uvw54, Establishment of Austria’s First Regional Green Hydrogen Economy: WIVA P&G HyWest
- GEC-DOC-x60m3, Closure of the Innsbruck Hydrogen Station – A Systemic View on 2015–2025
- GEC-DOC-c3hiz, Zillertalbahn 2020+: Why Stepping Back from a Hydrogen System was more than a Technology Decision
- GEC-DOC-vo53y, Hydrogen between Hope and Hype, from Innsbruck to Athens
- GEC-DOC-4pysb, Hyundai unveils the new NEXO, but Europe is closing hydrogen stations. What does that really mean?
- GEC-DOC-43n34, HyBus Project: ZEMoS meets HyBus in Salzburg
Recommended Citation
Fleischhacker, Ernst (2026), Hydrogen Skills as System Infrastructure. GEC Living Lab. GEC-SA-f049b3.