Frontiers in Energy Research | Energy Efficiency

Original Research

Published on 18 Dec 2025

ATT-enhanced inception-BiGRU-Seq2Seq model for short-term user-level load forecasting during heatwaves

in Energy Efficiency

Wuxiao Chen
Zhijun Jiang
Yuqing Cai
Han Lin
Nan Lin
Zhihong Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1743487

226 views

Editorial

Accepted on 11 Dec 2025

Editorial: Energy Management, Energy Efficiency Policies, and Energy System Studies

in Energy Efficiency

Patrik Thollander
Maria Johansson
A S M Monjurul Hasan
Andrea Trianni

Frontiers in Energy Research

207 views

Original Research

Accepted on 25 Nov 2025

Comparative Analysis of Hybrid SVMD-LSTM Models in Energy Demand Predicting for Renewable and Non-Renewable Sources in China

in Energy Efficiency

Zekai Nie
Luhao Cao
Dr. Sarita Gajbhiye Meshram

Frontiers in Energy Research

189 views

Original Research

Accepted on 21 Nov 2025

Research on Operational Flexibility and Energy Consumption Characteristics of Cogeneration Considering Primary Network Heat Transfer Constraints

in Energy Efficiency

Cheng Sun
Tianjie Wu
Changhao Fan
Wei Hu
Xiaowei Yang
Biao Zhang

Frontiers in Energy Research

218 views

Original Research

Published on 24 Oct 2025

A novel NSGA-based co-optimization design framework of dual-motor parameters and energy management for electric cargo vehicles

in Energy Efficiency

Kai Han
Chengli Zhang
Nannan Sun
Guixiang Zhu
Zongqi Geng
Lexin Chen
Chilin Liu
Mingyao Gong

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1647434

1,626 views

Original Research

Published on 13 Oct 2025

Green innovation effects and energy efficiency enhancement of China’s innovative industrial cluster pilot policies: evidence from 281 cities

in Energy Efficiency

Pinglu Zhou
Xiaoya Ning

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1610157

1,424 views

Original Research

Published on 23 Sep 2025

A collaborative analysis based on multi-objective programming method for energy consumption reduction and governance investment

in Energy Efficiency

Yige Sun
Hanlin Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1611945

1,327 views

Perspective

Published on 22 Sep 2025

The lack of systems thinking and interdisciplinarity is killing the hydrogen economy

in Energy Efficiency

Kumail Marnate

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1674809

1,178 views

Original Research

Published on 29 Aug 2025

Energy and greenhouse effect emission analysis in small-scale rice cultivation: a case study in Tulungagung, Indonesia

in Energy Efficiency

Musthofa Lutfi
Nining Pambudi Astuti
Ary Mustofa Ahmad
Siti Asmaul Mustaniroh
Asaduddin Luqman
Lely Indah Mindarti

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1579617

1,488 views

Original Research

Accepted on 19 Aug 2025

"The role of Energy Efficiency as a Mediator in the Digital Economy's Impact on Carbon Emissions: Insights from Time Series Data Perspective"

in Energy Efficiency

Rizwan Kazim
Nawab Khan
Lan Hongxing

Frontiers in Energy Research

433 views

Original Research

Published on 14 Aug 2025

Improving the synchronous stability of grid-following converters using flux linkage feedback combined with the DFF neural network

in Energy Efficiency

Yang Liu
Haoheng Li
Yiming Ma

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1644865

925 views

Brief Research Report

Published on 12 Aug 2025

Harvesting energy’s worth: an economic assessment of energy at wheat farms

in Energy Efficiency

Hamed Rafiee
Omid Karami
Atabak Kazempour Kahriz
Reza Shakeri Bostanabad
Alireza Kermani

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1522280

1,654 views

Original Research

Published on 31 Jul 2025

A new stochastic multi-objective model for the optimal management of a PV/wind integrated energy system with demand response, P2G, and energy storage devices

in Energy Efficiency

Hossein Faramarzi
Navid Ghaffarzadeh
Farhad Shahnia

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1537703

1,759 views
2 citations

Original Research

Published on 30 Jul 2025

CFD analysis of PBI and PSF membranes with MWCNT for water recovery from brackish water RO reject by FO and validation with experimental results

in Energy Efficiency

S. S. Venkatesh
V. Pandiyarajan
R. Velraj
T. Sundararajan

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1636293

1,586 views

Original Research

Published on 03 Jul 2025

Energy efficiency of manufacturing supply chains: Swedish survey findings

in Energy Efficiency

Olli-Pekka Hilmola
Lea Fobbe
Robin von Haartman
Per Hilletofth

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1619417

1,997 views

Original Research

Published on 25 Jun 2025

Green finance and carbon emission efficiency under the constraint of economic growth targets: a spatial econometric and threshold effect study based on 30 provinces in mainland China

in Energy Efficiency

Juncheng Jia
Xinyuan Yu
Kun Lv

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1592581

1,653 views

Original Research

Published on 04 Jun 2025

BLformer: a short-term electrical bus load forecasting method based on enhanced Patch-TSTransformer

in Energy Efficiency

Hui Liu
Qian Chen
Di Zhang
Haiyun Wang
Xinchen Zhao
Zaichi Zhang
Lei Fu
Wei Wang
Sizhuang Chen

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1622991

1,470 views

Methods

Published on 09 Apr 2025

Enhancing solar power harvesting with pinnacle multipoint optimization: a novel technique for maximum power point tracking

in Energy Efficiency

Youssef Mhanni
Youssef Lagmich

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1472768

1,522 views
1 citation

Original Research

Published on 28 Mar 2025

Forecasting day-ahead electric power prices with functional data analysis

in Energy Efficiency

Faheem Jan
Hasnain Iftikhar
Mehwish Tahir
Mehak Khan

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1477248

3,906 views
3 citations

Original Research

Published on 06 Mar 2025

Leveraging machine learning to optimize cooling tower efficiency for sustainable power generation

in Energy Efficiency

M. A. Mujtaba
Muhammad Adeel Munir
Muhammad Akhtar
Bilal Mahmood
Talha Ansar
Zeeshan Khawar
Shayan Khalid
Abdul Basit
Saud Jamil
M. A. Kalam

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1473946

3,115 views

Original Research

Published on 22 Jan 2025

Decision making about increased building automation – barriers, drivers and motivation factors

in Energy Efficiency

Anna-Lena Lane
Andreas Selhammer
Patrik Thollander
Mathias Cehlin

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1498140

3,289 views

Original Research

Published on 06 Jan 2025

A novel method for power transformer fault diagnosis considering imbalanced data samples

in Energy Efficiency

Jun Chen
Yong Wang
Lingming Kong
Yilong Chen
Mianzhi Chen
Qian Cai
Gehao Sheng

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1500548

1,857 views
2 citations

Original Research

Published on 19 Dec 2024

The potential of NZEB for existing and prospective school buildings by applying energy conservation measures and efficient technologies suitable for hot arid climate

in Energy Efficiency

Hamad H. Almutairi
Jaber H. Almutairi
Abdulwahab E. Alhashem
Abdulrahman S. Almutairi

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1503382

1,407 views
2 citations

Original Research

Published on 29 Nov 2024

Energy renovation of Swedish single-family houses—a survey of barriers, drivers, and green loans

in Energy Efficiency

Pardis Niknafs
Gustav Holmqvist
Patrik Thollander
Patrik Rohdin

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1480098

4,475 views
2 citations

60 articles

articles

ATT-enhanced inception-BiGRU-Seq2Seq model for short-term user-level load forecasting during heatwaves

Editorial: Energy Management, Energy Efficiency Policies, and Energy System Studies

Comparative Analysis of Hybrid SVMD-LSTM Models in Energy Demand Predicting for Renewable and Non-Renewable Sources in China

Research on Operational Flexibility and Energy Consumption Characteristics of Cogeneration Considering Primary Network Heat Transfer Constraints

A novel NSGA-based co-optimization design framework of dual-motor parameters and energy management for electric cargo vehicles

Green innovation effects and energy efficiency enhancement of China’s innovative industrial cluster pilot policies: evidence from 281 cities

A collaborative analysis based on multi-objective programming method for energy consumption reduction and governance investment

The lack of systems thinking and interdisciplinarity is killing the hydrogen economy

Energy and greenhouse effect emission analysis in small-scale rice cultivation: a case study in Tulungagung, Indonesia

"The role of Energy Efficiency as a Mediator in the Digital Economy's Impact on Carbon Emissions: Insights from Time Series Data Perspective"

Improving the synchronous stability of grid-following converters using flux linkage feedback combined with the DFF neural network

Harvesting energy’s worth: an economic assessment of energy at wheat farms

A new stochastic multi-objective model for the optimal management of a PV/wind integrated energy system with demand response, P2G, and energy storage devices

CFD analysis of PBI and PSF membranes with MWCNT for water recovery from brackish water RO reject by FO and validation with experimental results

Energy efficiency of manufacturing supply chains: Swedish survey findings

Green finance and carbon emission efficiency under the constraint of economic growth targets: a spatial econometric and threshold effect study based on 30 provinces in mainland China

BLformer: a short-term electrical bus load forecasting method based on enhanced Patch-TSTransformer

Enhancing solar power harvesting with pinnacle multipoint optimization: a novel technique for maximum power point tracking

Forecasting day-ahead electric power prices with functional data analysis

Leveraging machine learning to optimize cooling tower efficiency for sustainable power generation

Decision making about increased building automation – barriers, drivers and motivation factors

A novel method for power transformer fault diagnosis considering imbalanced data samples

The potential of NZEB for existing and prospective school buildings by applying energy conservation measures and efficient technologies suitable for hot arid climate

Energy renovation of Swedish single-family houses—a survey of barriers, drivers, and green loans