Human-AI Collaboration and TSTM: A Partnership for the Energy Transition with DNV

This paper explores the Tubular Storage Tank Module (TSTM), a modular, decentralized storage solution for compressed methane (CH₄), developed through human-AI collaboration (ChatGPT, Grok 3, Gemini, Manus) in May-June 2025. TSTM addresses energy transition challenges identified in DNV’s „From Silos to Systems“ report (June 2025) and Euronews findings (May 2025), including 50-100 TWh curtailment and 1,700 GW of stalled renewables across Europe. Featuring <10 €/kWh, 2.5 TWh capacity, and maritime logistics (103.7 GWh per ship), TSTM offers a scalable, rapid-deployment alternative to LNG. The paper proposes a partnership with DNV for pilot projects, enhancing grid stability and accelerating renewable integration.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-21
DOI
https://doi.org/10.5281/zenodo.15711962
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Human-AI Collaboration and TSTM: A Partnership for the Energy Transition with DNV

Zenodo (CERN European Organization for Nuclear Research)
Integrated Energy Systems Optimization
article

Human-AI Collaboration and TSTM: A Partnership for the Energy Transition with DNV

article en

Abstract

This paper explores the Tubular Storage Tank Module (TSTM), a modular, decentralized storage solution for compressed methane (CH₄), developed through human-AI collaboration (ChatGPT, Grok 3, Gemini, Manus) in May-June 2025. TSTM addresses energy transition challenges identified in DNV’s „From Silos to Systems“ report (June 2025) and Euronews findings (May 2025), including 50-100 TWh curtailment and 1,700 GW of stalled renewables across Europe. Featuring <10 €/kWh, 2.5 TWh capacity, and maritime logistics (103.7 GWh per ship), TSTM offers a scalable, rapid-deployment alternative to LNG. The paper proposes a partnership with DNV for pilot projects, enhancing grid stability and accelerating renewable integration.

Zenodo (CERN European Organization for Nuclear Research)
Affordable and clean energy
Openalex Percentile: Top 54%
Integrated Energy Systems Optimization
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Human-AI Collaboration and TSTM: A Partnership for the Energy Transition with DNV · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS