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.
📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
When Are Decentralised Non-Potable Water Systems Environmentally and Financially Viable? Evidence from a Water–Energy–GHG Evaluation of a Healthcare Facility in an Arid City
G. Seguela, J. Littlewood, G. Karani
Using multi-year operational data from a large healthcare facility in Abu Dhabi, this study evaluates the GHG intensity (kgCO2e/m3) and life-cycle cost of decentralized non-potable water (NPW) systems. An optimized NPW configuration reduces…
📚 Peer-reviewed · JournalIEEE Access2026#Energy EfficiencyDOI
A Novel Intersect Consequent Pole IPMSM Incorporating Rotor Gap and 3-D MEC for Magnet Reduction and Performance Improvement
Siyu Song, Won-Ho Kim
This paper proposes a novel intersect consequent pole IPMSM that reduces rare-earth magnet usage by 31.8% while improving performance: cogging torque decreased by 51.3% and torque ripple by 3.41%p, maintaining output characteristics. A 3-D …
🇪🇺 Europe📚 Peer-reviewed · JournalSocial Science Research Network2026#Energy EfficiencyDOI
SERVITISATION AND THE SCALING OF BUILDING RETROFIT IN EUROPE Business Model Innovation for the EU Renovation Wave
Lisa Kropacek, René Rohrbeck, Isobel Vernon-Avery +3
European buildings account for ~40% of energy-related emissions, yet the annual renovation rate is only 1.2%. This paper argues that servitisation as a business model innovation can unlock systemic bottlenecks by realigning incentives, lowe…
📚 Peer-reviewed · JournalCarbon Neutral Systems2026#Energy EfficiencyDOI
Advances of artificial intelligence applications to low-carbon metallurgy of iron and steel
Xidi Shang, Wuliang Yin, Jianxin Pan +4
This paper reviews advances in AI applications for low-carbon metallurgy in the steel industry. AI contributes to process optimization, emission reduction, and energy efficiency, supporting material transition. Steel decarbonization is a gl…
CN📚 Peer-reviewed · JournalAIP Advances2026#Energy EfficiencyDOI
QPSO-optimized VMD-SE-transformer-BiLSTM for short-term air conditioning load forecasting in industrial buildings
Yingfeng Wei, Hui Chen, Ye Tian +9
This study proposes a hybrid forecasting framework integrating VMD-SE, Transformer, and BiLSTM, optimized by QPSO, for short-term air conditioning load in industrial buildings. Validated on real datasets from Hubei, China, the model achieve…
📚 Peer-reviewed · JournalInternational Research Journal of Modernization in Engineering Technology and Science2026#Energy EfficiencyDOI
Urban Energy Efficiency Framework: Integrating Spatial Analysis and Policy Interventions for Sustainable Urbanisation
(著者不明)
This paper proposes an integrated approach to improve urban energy efficiency by combining spatial analysis (GIS mapping, regression) with policy interventions. Using cases from Kerala (India), Loures (Portugal), and Iran, it identifies hig…
📚 Peer-reviewed · JournalDrying Technology2026#Energy EfficiencyDOI
Digital twin-enabled multi-agent control for energy-efficient wood drying in desiccant-assisted heat pump systems
Kshitij Bhatta, Muhammad Waseem, Mingzhe Liu +3
This paper proposes a digital twin framework for wood drying in desiccant-assisted heat pump (DAHP) systems. Combining high-fidelity physics models with multi-agent reinforcement learning (MARL), it reduces total energy consumption by 43.2%…