GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
PreprintResearch Square2026#Renewable EnergyDOI
Enhancing Machine Learning models of biogas production in wastewater treatment plants using hybrid Bayesian optimization based on Gaussian process
SADOUNE H, RIHANI R, MARRA FS
This study compares DNN and XGBoost models for predicting biogas production in an industrial wastewater treatment plant, using Bayesian optimization with Gaussian processes for hyperparameter tuning. DNN outperformed XGBoost (R²=0.78), and …
Preprint🌍 GlobalResearch Square2026#Renewable EnergyDOI
Natural disasters and clean energy transition: Rising from the ashes of destruction?
Ajayi I
This paper provides the first subnational-level causal evidence that natural disasters increase renewable energy diffusion. Using panel data on 2,700 renewable projects and 6,000 disasters across 84 developing countries (1990-2021), it find…
Preprint🇪🇺 EuropeResearch Square2026#Renewable EnergyDOI
Hierarchical Energy Management for Renewable Energy Communities Using MPC and Rule-Based Control with Peer-to-Peer Energy Trading
Saleem S, Poullikkas A, Qureshi MA +3
This paper proposes a hierarchical decentralized Energy Management System (EMS) for a residential energy community in Cyprus, combining a rule-based minimum viable prototype with Model Predictive Control (MPC) for community battery manageme…
Preprint🌍 GlobalResearch Square2026#Renewable EnergyDOI
Securing the Operation of Distribution Networks under High Renewable Energy Penetration: A Systematic Review
Dharmasiri T, Herath N, Ekanayake JB
This systematic review examines operational security challenges and mitigation pathways for distribution networks under high renewable penetration. It categorizes challenges into voltage, protection, asset, and converter-interaction issues.…
Journal2026#Renewable EnergyDOI
Renewable Energy and Energy Efficiency Industry in Israel Update and policy recommendations for leveraging Israeli R&D and industry
Gilead Fortuna, Shiri Freund-Koren, Idan Liebes
This paper evaluates the potential of Israel's renewable energy and energy efficiency industry and provides policy recommendations for commercialization. Despite ranking 1st globally in cleantech innovation, Israel ranks only 8th in commerc…
Journal2026#Renewable EnergyDOI
תעשיית האנרגיות המתחדשות וההתייעלות האנרגטית בישראל עדכון מצב והמלצות מדיניות למינוף המו"פ והתעשייה הישראלית – תקציר מנהלים באנגלית
Gilead Fortuna, Shiri Freund-Koren, Idan Liebes
This paper evaluates the potential of Israel's renewable energy and energy efficiency industry, providing policy recommendations for commercialization. It highlights the global growth of renewables, Israel's innovation strengths, and the ne…
PreprintZenodo2026#Renewable EnergyDOI
Mathematical optimization of renewable energy systems for sustainable development
Singh, Garima
This review systematically classifies and evaluates mathematical optimization methodologies (deterministic, stochastic, heuristic, AI) applied to Renewable Energy Systems (RES) planning, integration, and management. It covers hybrid RES, mu…
Preprint🌍 GlobalZenodo2026#Renewable EnergyDOI
A Panel Data Analysis of the Impact of Economic Growth, Population Change, Innovation, and Renewable Energy Policies on the Carbon Footprint in G-7 Countries
ASLAN, Alper, TOPÇUOĞLU, Vurgun
This study analyzes the dynamic interactions between carbon footprint and economic growth, population change, renewable energy consumption, and technological innovation in G-7 countries from 1991 to 2023 using Panel VAR and Granger causalit…
PreprintZenodo2026#Renewable EnergyDOI
Municipal Solid Waste Quantification for Biogas Production in Kano Metropolis
Musa, Danladi
This study quantifies municipal solid waste in Kano metropolis and assesses its biogas potential. It finds that 75% of waste is organic, suitable for anaerobic digestion. Projected daily waste of 7,885 tons by 2038 could be converted into r…
Preprint🌍 GlobalarXiv2026#Renewable EnergyDOI
Rethinking the green power grid for stability, not just for climate
Yiming Wang, Arthur N. Montanari, Adilson E. Motter
Commentary arguing that renewable generation can enhance grid stability through synthetic inertia, advanced inverter-based control, and coordinated transmission planning, using the 2025 Iberian blackout as a case. Emphasizes that energy sto…
Preprint🌍 GlobalZenodo2026#Renewable EnergyDOI
RENEWABLE ENERGY TRANSITION IN UZBEKISTAN: ECONOMIC PERSPECTIVES AND ETHICAL DIMENSIONS OF SUSTAINABILITY
Melisa Karimova
This mixed-method study examines the socio-economic and ethical issues of Uzbekistan's renewable energy transition. It analyzes FDI and renewable capacity data (2019-2025) and evaluates the green economy strategy, revealing an implementatio…
🌍 GlobalConference2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2026#Renewable EnergyDOI
Comparative analysis of global desalination projects powered by renewable energies: technical, economic and environmental assessment
M. Azgar, El Ayachi Chater, N. Laaroussi
This study compares 19 seawater and brackish water desalination projects powered by renewable energy, covering membrane-based (ED, FO, RO) and thermal (MVC, MSF) processes. It evaluates specific energy consumption (SEC), integration strateg…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
Python-Based Simulation Framework for Solar Thermal Energy System Analysis Using Greenius
Bernardo Farrero
This repository provides Python-based simulation tools and computational workflows for analyzing solar thermal energy systems using Greenius. It enables simulation management, input preparation, data processing, result extraction, and key p…
PreprintZenodo2026#Renewable EnergyDOI
ARTIFICIAL INTELLIGENCE-OPTIMIZED ADAPTIVE PULSE WIDTH MODULATION CONTROL FOR GRID-CONNECTED PHOTOVOLTAIC INVERTERS
Academic Journal of Manufacturing Engineering
This paper proposes an AI-optimized adaptive PWM control (AIO-PWM) using reinforcement learning for three-phase grid-connected PV inverters. It achieves 92.68% efficiency and 3.02% THD, outperforming conventional methods, with a 1.8-year pa…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
YOLO11nOBB Photovoltaic Module Detection Pre-Trained Weights
Schaefer, Constance
This paper provides pre-trained weights for a YOLO11nOBB oriented object detector to detect photovoltaic (PV) modules, facilitating automated inspection and maintenance of solar installations.
🇺🇸 USADatasetZenodo2026#Renewable EnergyDOI
sUAS Infrared Image Dataset for Photovoltaic Module Fault Classification
Schaefer, Constance
This dataset consists of infrared images of photovoltaic (PV) modules captured by a small uncrewed aerial system (sUAS). It provides 8-bit grayscale cropped images at 3.13 cm/pixel resolution, annotated into eight fault types including cell…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
An Optimized Electric Power and Reserves Economic Dispatch Algorithm for Isolated Systems Considering Water Inflow Management
Ferreira-Martinez, D., Oliveira, Filipe Tadeu, Soares, F. J. +2
This paper proposes a dispatch algorithm integrating thermal, wind, solar, hydro, and storage for isolated systems. By using batteries for spinning reserve, it maximizes renewable integration and reduces thermal share. Validated with real d…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
Predicting Hydro Reservoir Inflows with AI Techniques Using Radar Data and a Numerical Weather Prediction Model
Almeida, M. F., Soares, Filipe Joel, Oliveira, Filipe Tadeu +2
This paper proposes AI methods using LSTM networks to predict hydro reservoir inflows in Madeira Island. It combines radar data and numerical weather prediction models to simulate water flow from precipitation to turbine. The Socorridos Faj…
🇪🇺 EuropeDatasetZenodo2026#Renewable EnergyDOI
Open ELYAS renewable energy potential dataset for wind and photovoltaics
Kim Cholibois, Jonas Straub, Yvonne Scholz +4
This dataset provides global hourly capacity factors and installable capacities for onshore/offshore wind and various photovoltaic technologies for 2018. Calculated with the EnDAT tool considering land availability and ERA5 meteorological d…
PreprintZenodo2026#Renewable EnergyDOI
Análisis del manejo de recursos naturales del anteproyecto de energías renovables en Baja California
Rivera-Salazar, Mario Germán, Peña-Gatica, Carlo, Melendez-Muñoz, Diego +1
This paper analyzes a tidal energy pre-project in Baja California using a theoretical model integrating biophysical, institutional, and human dimensions from a sustainability perspective. The case study reveals technical viability but signi…