GX Research Hub · English
GX & Decarbonization Research
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.
Preprint🌍 GlobalResearch Square2026#Energy EfficiencyDOI
Integrating smart technologies and nanomaterials to promote sustainable construction in Saudi Arabia's building sector
Elbellahy S
This review synthesizes research on integrating nanomaterials and smart technologies (IoT, AI controls, digital twins) for sustainable construction in Saudi Arabia's hot arid climate. Saudi case studies show up to 30% energy savings, but ad…
Peer-reviewed🇯🇵 JapanJournalJ-STAGE#Energy EfficiencyDOI
Promotion Award: Carbon Neutrality of Lighting Energy through Full-Building LED Lighting and Solar Power Generation at Awa Bank Kamojima Branch
振興賞 阿波銀行鴨島支店全館LED照明と太陽光発電による 照明エネルギーのカーボンニュートラル
(著者不明)
This case study describes how Awa Bank's Kamojima Branch achieved carbon neutrality for lighting energy by installing LED lighting throughout the building and solar power generation. It demonstrates a practical combination of energy efficie…
Peer-reviewed🇪🇺 EuropeJournalProcesses2026#Energy EfficiencyDOI
Operational Energy and Lifecycle Assessment of Envelope Retrofit Strategies for District-Heated Residential Buildings: Comparison of Expanded Polystyrene and Bio-Based Insulation
Dimitrije Manić, Mirko Komatina, Jelena Topić Božič +1
This study evaluates facade insulation retrofits for district-heated residential buildings in Serbia using calibrated dynamic models and LCA. External insulation reduces annual heating demand by 19-20% and climate change impacts by 23.6-26.…
Preprint🇨🇳 China2017#Energy Efficiency
Study on Optimal Phase-Change Temperature for Phase-Change Energy Storage Cogeneration Systems
Postprint: Study on Optimal Phase-Change Temperature for Phase-Change Energy Storage Cogeneration Systems
Xiong Fei, Zhang Mai, Wang Xin +1
This study models a gas-turbine CCHP system integrated with phase-change energy storage and proposes a method to determine the optimal phase-change temperature. The simplified model shows how storage integration reduces equipment capacity a…
Preprint🇨🇳 China2017#Energy Efficiency
Numerical Study of a Metal Foam Reactor for Acetone Hydrogenation in Chemical Heat Pumps
Peng Wenping<sup>1,2</sup>, Xu Min<sup>1</sup>, Huai Xiulan<sup>*1</sup>
A numerical study of a metal foam reactor for acetone hydrogenation in an isopropanol-acetone-hydrogen chemical heat pump. The design improves reaction efficiency and energy utilization for heat storage and upgrade, supporting industrial wa…
Preprint🇨🇳 China2019#Energy Efficiency
Research on Intelligent Electrical Energy Scheduling Method Based on User Satisfaction
Ji Shuyan Li Dongwei
This paper proposes an optimization method for home energy management from the user side, combining photovoltaic-storage generation with real-time electricity pricing. It builds a smart home load scheduling model that minimizes electricity …
Journal2024#Energy EfficiencyDOI
Sustainability in Raw Material
Ankur Saxena, Ankita Srivastava
This chapter addresses sustainability in fabric manufacturing, the key raw material of the fashion and apparel industry. It notes that textile manufacturing accounts for over 70% of supply-chain carbon emissions, and discusses opportunities…
Preprint🇨🇳 China2017#Energy Efficiency
Research Progress on Phase Change Cold Storage Materials
YANG Tianrun SUN Qie WENNERSTEN Ronald CHENG Lin
This paper reviews phase change cold storage materials with solid-liquid transition points below 20°C, classifying and comparing commercially available and well-researched materials and their thermophysical parameters. It highlights their h…
Peer-reviewedJournalDiscover Sustainability2026#Energy EfficiencyDOI
Gauging college student’s acceptance level of green hostel buildings on campus based on their pro-environmental behaviour
Shilpa Gopal, Mathew Thomas Gil, Nikhil Singh +2
Surveys 372 Indian college students to analyze how social norms, personal norms, and environmental awareness influence acceptance of green hostel buildings. Using PLS-SEM, it finds that intention to act mediates the relationship, and educat…
Preprint🇨🇳 China2017#Energy Efficiency
Study on a Waste Heat Recovery System for Coal-Fired Power Plants Integrated with an SCO₂ Power Cycle
LIU Ming ZHANG Xu-Wei WANG Chao-Yang LI Gen YAN Jun-Jie
This paper presents a thermodynamic analysis of a waste heat recovery system with an SCO2 power cycle for a 1000 MW supercritical coal-fired unit, showing a reduction in standard coal consumption rate of 2.50 g/kWh. It demonstrates that int…
Preprint🇨🇳 China2025#Energy Efficiency
Temperature Recovery Performance of Surrounding Soil in Urban Subway Energy Tunnels Under Long-Term Intermittent Operation
Ding Chen
This study investigates the temperature recovery performance of surrounding soil in urban subway energy tunnels under long-term intermittent operation. It evaluates how extended operational patterns affect soil thermal recovery, offering in…
Preprint🇺🇸 USAPreprints.org2024#Energy EfficiencyDOI
Challenges That Impact the Development of a Multi-generational Low-Carbon Passive House in a Small City
Hanan Wehbi, Tahar Massadi
This qualitative case study identifies technical, managerial, regulatory, and supply-chain barriers encountered during the pre-construction phase of a three-story Passive House in Fayetteville, Arkansas. Interviews and observation reveal th…
Peer-reviewedJournalIEEE Access2026#Energy EfficiencyDOI
Enhancing Industrial Decarbonization Through Standardized Data Interoperability and PPO-Based DRL Multi-Energy Scheduling
Seon Hyeog Kim
This paper proposes a standardized data interoperability framework (ANSI/ASHRAE 201) combined with PPO-based deep reinforcement learning to jointly optimize electricity and heat in lithium-ion battery manufacturing. Real-world data shows an…
🇺🇸 USAJournal2021#Energy EfficiencyDOI
Optimized Carbon Fiber Intermediate Development to Enable High-Volume Manufacturing of Lightweight Automotive Composites
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Advanced Materials & Manufacturing Technologies Office (AMMTO), Patrick Blanchard, David Bank +3
This project develops a room-temperature-stable, fast-curing carbon fiber sheet molding compound (CF-SMC) enabling sub-3-minute cycle times for high-volume automotive production. The material achieves a 3x tensile modulus improvement over g…
Preprint🇨🇳 China2023#Energy Efficiency
Material Flow–Based Study of Household Energy Consumption in Urban Communities on the Qinghai Plateau
Jiang Lu^1,2^, Liu Yanjuan^1^, Shi Xiaonan^3^, Ding Bowenpeng^4^, Chen Hongyu^1^
Using 2021 field survey data and ordinary least squares regression, this study analyzes household energy consumption in Xining, a plateau city critical to China's ecological security. It finds households are a major contributor to energy-re…
Peer-reviewedConferenceEg ICE 2025 AI Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings 32nd Eg ICE International Workshop on Intelligent Computing in Engineering2025#Energy EfficiencyDOI
Net Zero Housing Design in Practice Evaluating Infrared Heating in Passivhaus
Rangel A.M.
This study evaluates the performance of infrared heating within a Passivhaus design, examining its viability for achieving net zero housing. It assesses energy use, thermal comfort, and practical implementation challenges, contributing evid…
ReportFuture Home Trends Innovations and Disruptors in Housing Design2023#Energy EfficiencyDOI
NET-ZERO HOMES AND PASSIVHAUS
Moreno-Rangel A.
This paper examines net-zero homes and the Passivhaus standard, focusing on energy efficiency practices and decarbonization pathways for residential buildings. It likely evaluates the effectiveness of high-performance building standards and…
🌍 GlobalJournalHAL (Le Centre pour la Communication Scientifique Directe)2026#Energy Efficiency
Carbon Emission-Based Network Capacity Planning and Pricing
Jörn Altmann, Patrick Maillé, Bruno Tuffin
This paper proposes methods to incorporate carbon emissions into network capacity planning and pricing. By reflecting emission costs in operations, it aims to promote decarbonization of ICT infrastructure.
Peer-reviewedCNJournalMachines2026#Energy EfficiencyDOI
A Review on Performance Optimization and Relevant Application Research of Heat Pump Technologies for Energy System Decarbonization
Hao Huang, Bing Ni, Jing Huang +4
This review systematically examines compression, absorption, adsorption, nanofluid-enhanced, and elastocaloric heat pump technologies for energy system decarbonization, focusing on building heating and industrial waste heat recovery. It com…
Peer-reviewedConferenceIop Conference Series Earth and Environmental Science2024#Energy EfficiencyDOI
Optimizing Opening Positions for Net Zero Construction Waste: A Methodology for Sustainable Building Design.
Sruthi Priya N.
This paper proposes a methodology for optimizing the placement of building openings (windows, doors) in early design to achieve net-zero construction waste. It evaluates how opening positions affect material use efficiency and building ener…