This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Showing 1–20 of 41 papers
Wu M, Su B, Liu J +7
This study maps global utility-scale PV plants at 10-m resolution using Sentinel-2 imagery and deep learning, then quantifies the spatial mismatch with electricity demand. It finds ~82% of global demand in provinces below IEA thresholds, hi…
Július Šimčák, Vladimír Szomosi, Ardian Hyseni +3
This paper analyzes the synergy between next-gen renewables, battery energy storage systems (BESS), and smart grids. It shows that distributed and centralized BESS stabilize fluctuations and provide network services like frequency regulatio…
Md Mashiur Rahman, Daniel Ciolkosz
Biomass pelleting converts residues and biochar into standardized fuels, supporting industrial decarbonization and rural clean energy. This review examines technical performance, supply-chain constraints, and policy integration, finding tha…
Eynizada N, Gerstlberger WD, Korõtko T
This study identifies factors affecting willingness to join renewable energy communities in Ida-Viru County, Estonia, a just transition region. Based on interviews, it finds that job losses from industrial restructuring create negative perc…
Wang X.
This paper examines the impact of green finance on renewable energy deployment in China using a spatial econometric approach. Accounting for spatial spillover effects, the findings indicate that green finance significantly promotes renewabl…
Ru Yang, Rui Long, Hongbin Liu +3
This study deploys a distributed photovoltaic system at wastewater treatment plants (WWTPs), quantitatively analyzing economic and environmental benefits via PVsyst simulation. Results show 83.3% system efficiency, annual power generation o…
F. Prenner, Julian Koller, R. Wiedemann
This article highlights wastewater as a renewable energy source for heating and cooling, covering applications in buildings and industry. It emphasizes digitalization for optimization and combination with other renewables. Real-world projec…
Rudresh Pandey, Frank Asche, Neelam Rani
This study examines how corporate climate change exposure and ESG media coverage influence renewable energy consumption. Empirical findings suggest both factors positively affect renewable energy adoption. The research likely uses data from…
Biancard M, Catalano P
Using hourly data from 2021-2023 covering the European energy crisis and Italian regulatory reform, this study shows that renewable energy communities (RECs) significantly reduce price dependence compared to individual consumers. Panel econ…
Raed A. Shalwala
This paper discusses the importance of solar energy in climate change mitigation and challenges due to solar irradiance variability. It classifies forecasting methods (physical, statistical, machine learning) and highlights machine learning…
Khan, Saffeer, Nakka, Sassi, Silknitter, Jacob +1
This paper proposes an innovative Structural Health Monitoring system that integrates an off-the-shelf ROV with deep learning (YOLOv5) to detect defects in offshore renewable energy installations. The system achieves 87% improvement in dete…
Kersh, Ada, Silknitter, Jacob, Hultberg, Patrick +1
This paper proposes a point-absorber wave energy converter (WEC) with a direct-drive linear permanent magnet generator (LPMG) power take-off (PTO) system. Simulations based on wave data achieve 33 kW rated power per buoy (822.8 V), feeding …
Zhijie Zhou, Siyu Sun, Junjie Zhang +2
This paper compares potential biodiversity conflicts from renewable energy expansion in China under different centralization levels (distributed vs. centralized), providing insights for minimizing land-use conflicts.
Ran Tian, Zongwu Xu, Jun Han +1
This scoping review systematically examines the methodologies and workflow evolution of AI-based urban rooftop photovoltaic (RPV) potential assessment. From 524 initial articles, 48 studies were selected, revealing a shift from conventional…
Muhammad Farhan Bashir
This paper analyzes sustainable development policies in the agriculture sector of G7 economies, finding that area under greenhouses and renewable energy investments contribute to agricultural economic growth, while climate change and chemic…
Hundt S.
This paper analyzes corporate power purchase agreements (PPAs) for renewable energy and the value they bring to decarbonization. It examines the role of PPAs in achieving corporate GHG reduction targets and their economic and market implica…
Shilin Ou, Yifan Xu, Zhenshan Zhang +2
SolarChain is a platform that anchors digital accountability to the thermodynamic limits of solar energy conversion, preventing data manipulation and speculative hoarding. It uses real-time meteorological data and geospatial coordinates to …
Ahmet Önen
This paper provides a comprehensive survey of solar energy forecasting methods, tracking the transition from classical approaches to AI-based and hybrid techniques. It reviews recent strategies to improve prediction accuracy, including clas…
欧州と日本における木質バイオマス利用促進政策の比較
(著者不明)
This paper compares policies promoting wood biomass utilization in Europe and Japan. It examines policy instruments, targets, and outcomes in both regions, offering insights for Japan's renewable energy policy.
Runjie Fan, Hao Liu, Le Zhang
This paper empirically analyzes the impact of subsidy phase-out on firm innovation in China's photovoltaic industry. It identifies conditions under which subsidy reduction fosters innovation and provides a policy design framework. The Chine…
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