Energy

Article	Citations
A review on thermal management of lithium-ion batteries for electric vehicles	524
Low-cost renewable electricity as the key driver of the global energy transition towards sustainability	463
Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break	462
Critical review of energy storage systems	445
Fuel cell application in the automotive industry and future perspective	424
A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series	363
Thermal management and temperature uniformity enhancement of electronic devices by micro heat sinks: A review	361
Supercapacitors as next generation energy storage devices: Properties and applications	338
Energy efficiency and sustainable development goals (SDGs)	318
A review of melting and freezing processes of PCM/nano-PCM and their application in energy storage	306
A novel battery thermal management system using nano-enhanced phase change materials	302
A novel genetic LSTM model for wind power forecast	296
Prediction of solar energy guided by pearson correlation using machine learning	270
How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation	266
How to achieve the first step of the carbon-neutrality 2060 target in China: The coal substitution perspective	265
A review on second-life of Li-ion batteries: prospects, challenges, and issues	254
Analyzing the effect of natural gas, nuclear energy and renewable energy on GDP and carbon emissions: A multi-variate panel data analysis	249
Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM	245
A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting	224
A method for state-of-charge estimation of lithium-ion batteries based on PSO-LSTM	206
How energy consumption, industrial growth, urbanization, and CO2 emissions affect economic growth in Pakistan? A novel dynamic ARDL simulations approach	202
Time-frequency connectedness among clean-energy stocks and fossil fuel markets: Comparison between financial, oil and pandemic crisis	200
Well production forecasting based on ARIMA-LSTM model considering manual operations	200
An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting	199
The dynamic links among energy transitions, energy consumption, and sustainable economic growth: A novel framework for IEA countries	197

A comprehensive review of hydrogen production from methanol thermochemical conversion for sustainability	195
The energy and environmental footprints of COVID-19 fighting measures – PPE, disinfection, supply chains	192
An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation	190
An Intelligent Fault Diagnosis Method for Lithium Battery Systems Based on Grid Search Support Vector Machine	190
A study of trilemma energy balance, clean energy transitions, and economic expansion in the midst of environmental sustainability: New insights from three trilemma leadership	188
Perspectives on fourth and fifth generation district heating	187
The role of energy prices and non-linear fiscal decentralization in limiting carbon emissions: Tracking environmental sustainability	182
Renewable energy and economic growth: New insight from country risks	180
A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter	169
Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities	167
Regional differences and driving factors analysis of carbon emission intensity from transport sector in China	165
China's transportation sector carbon dioxide emissions efficiency and its influencing factors based on the EBM DEA model with undesirable outputs and spatial Durbin model	163
Investment in renewable energy and electricity output: Role of green finance, environmental tax, and geopolitical risk: Empirical evidence from China	162
Design optimization of off-grid Hybrid Renewable Energy Systems considering the effects of building energy performance and climate change: Case study of Algeria	161
Robust optimization of microgrid based on renewable distributed power generation and load demand uncertainty	160
A review of thermal energy storage technologies for seasonal loops	160
Deep learning based forecasting of photovoltaic power generation by incorporating domain knowledge	158
Short-term wind speed forecasting using recurrent neural networks with error correction	157
Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique	155
Improved solar photovoltaic energy generation forecast using deep learning-based ensemble stacking approach	155
Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis	152
State of charge prediction of EV Li-ion batteries using EIS: A machine learning approach	151
Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern	150
The repercussions of financial development and corruption on energy efficiency and ecological footprint: Evidence from BRICS and next 11 countries	149
Does Export product diversification help to reduce energy demand: Exploring the contextual evidences from the newly industrialized countries	149
A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting	148
The evolution of renewable energy and its impact on carbon reduction in China	147
Effect of Sr@ZnO nanoparticles and Ricinus communis biodiesel-diesel fuel blends on modified CRDI diesel engine characteristics	147
Short-term wind power forecasting using the hybrid model of improved variational mode decomposition and Correntropy Long Short -term memory neural network	146
Energy system transitions and low-carbon pathways in Australia, Brazil, Canada, China, EU-28, India, Indonesia, Japan, Republic of Korea, Russia and the United States	146
Renewable energy consumption and economic growth: New evidence from Ghana	144
Short-term wind power forecasting approach based on Seq2Seq model using NWP data	144
Energy transition scenarios: What policies, societal attitudes, and technology developments will realize the EU Green Deal?	144
Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation	143
Remaining useful life and state of health prediction for lithium batteries based on empirical mode decomposition and a long and short memory neural network	140
Crude oil time series prediction model based on LSTM network with chaotic Henry gas solubility optimization	139
The roles of hydro, nuclear and biomass energy towards carbon neutrality target in China: A policy-based analysis	139
Residential load forecasting based on LSTM fusing self-attention mechanism with pooling	138
Performance, combustion and emission characteristics investigations on a diesel engine fueled with diesel/ ethanol /n-butanol blends	138
Optimum allocation of battery energy storage systems for power grid enhanced with solar energy	135
Stochastic energy management of smart microgrid with intermittent renewable energy resources in electricity market	135
Location optimization of electric vehicle charging stations: Based on cost model and genetic algorithm	133
Renewable energy, nonrenewable energy, and environmental quality nexus: An investigation of the N-shaped Environmental Kuznets Curve based on six environmental indicators	133
Unveiling the heterogeneous impacts of environmental taxes on energy consumption and energy intensity: Empirical evidence from OECD countries	132
Early prediction of battery lifetime via a machine learning based framework	131
Effective energy consumption forecasting using empirical wavelet transform and long short-term memory	131
Geopolitical risk and crude oil security: A Chinese perspective	131
Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to fast aging and multi-curren	130
China can reach carbon neutrality before 2050 by improving economic development quality	128
A parametric study of a hybrid battery thermal management system that couples PCM/copper foam composite with helical liquid channel cooling	127

Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption	127
A novel method for state of health estimation of lithium-ion batteries based on improved LSTM and health indicators extraction	127
Does tourism development, energy consumption, trade openness and economic growth matters for ecological footprint: Testing the Environmental Kuznets Curve and pollution haven hypothesis for Pakistan	126
A techno-economic assessment of hybrid energy systems in rural Pakistan	126
Do economic development and human capital decrease non-renewable energy consumption? Evidence for OECD countries	126
Piezoelectric energy harvester for rolling bearings with capability of self-powered condition monitoring	126
Development of regression models to forecast the CO2 emissions from fossil fuels in the BRICS and MINT countries	125
The determinants of renewable energy sources for the fueling of green and sustainable economy	124
Influence of Al2O3nano additives in ternary fuel (diesel-biodiesel-ethanol) blends operated in a single cylinder diesel engine: Performance, combustion and emission characteristics	123
Economic energy managementof networked flexi-renewable energy hubs according to uncertainty modeling by the unscented transformation method	123
Experimental investigations of the performance of a flat-plate solar collector using carbon and metal oxides based nanofluids	123
The sustainable development-oriented development and utilization of renewable energy industry——A comprehensive analysis of MCDM methods	123
Modeling and optimization of combined heat and power with power-to-gas and carbon capture system in integrated energy system	120
Modelling building energy consumption in China under different future scenarios	119
State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator	119
A sustainable framework for multi-microgrids energy management in automated distribution network by considering smart homes and high penetration of renewable energy resources	119
Photothermal applications based on graphene and its derivatives: A state-of-the-art review	119
A new model for the use of renewable electricity to reduce carbon dioxide emissions	118
Forecasting monthly gas field production based on the CNN-LSTM model	116
Effect analysis on thermal profile management of a cylindrical lithium-ion battery utilizing a cellular liquid cooling jacket	116
The role of environmental taxes on technological innovation	115
Performance optimization of a diesel engine fueled with hydrogen/biodiesel with water addition based on the response surface methodology	115
Dynamic energy dispatch strategy for integrated energy system based on improved deep reinforcement learning	114
Multi-objective optimization and evaluation of hybrid CCHP systems for different building types	114
State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network	113
Measuring the simultaneous effects of electricity consumption and production on carbon dioxide emissions (CO2e) in China: New evidence from an EKC-based assessment	113
A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting	113
SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output	112
Understanding the green energy efficiencies of provinces in China: A Super-SBM and GML analysis	112
A combined state-of-charge estimation method for lithium-ion battery using an improved BGRU network and UKF	112
Optimal self-scheduling of home energy management system in the presence of photovoltaic power generation and batteries	112
SOH prediction of lithium battery based on IC curve feature and BP neural network	111
A novel energy management strategy of hybrid electric vehicle via an improved TD3 deep reinforcement learning	111
Photovoltaic power forecasting based on GA improved Bi-LSTM in microgrid without meteorological information	110
A state-of-the-art techno-economic review of distributed and embedded energy storage for energy systems	110
A novel approach for preparing in-situ nitrogen doped carbon via pyrolysis of bean pulp for supercapacitors	110
Measuring the green economic growth in China: Influencing factors and policy perspectives	109
Joint planning of distributed generations and energy storage in active distribution networks: A Bi-Level programming approach	108
Flexibility categorization, sources, capabilities and technologies for energy-flexible and grid-responsive buildings: State-of-the-art and future perspective	108
A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction	108
ReaxFF simulations of the synergistic effect mechanisms during co-pyrolysis of coal and polyethylene/polystyrene	108
Digital economy, entrepreneurship and energy efficiency	108
Demand response and other demand side management techniques for district heating: A review	108
A levelized cost of hydrogen (LCOH) comparison of coal-to-hydrogen with CCS and water electrolysis powered by renewable energy in China	107
Lithium-ion batteries remaining useful life prediction based on BLS-RVM	106
Convolutional neural network based capacity estimation using random segments of the charging curves for lithium-ion batteries	106
An improved two-stage robust optimization model for CCHP-P2G microgrid system considering multi-energy operation under wind power outputs uncertainties	106
Path to sustainable energy consumption: The possibility of substituting renewable energy for non-renewable energy	106
Multi-energy coordinated microgrid scheduling with integrated demand response for flexibility improvement	106
Two-stage optimal operation of integrated energy system considering multiple uncertainties and integrated demand response	106
Data-driven lithium-ion batteries capacity estimation based on deep transfer learning using partial segment of charging/discharging data	105
Fault diagnosis of flywheel bearing based on parameter optimization variational mode decomposition energy entropy and deep learning	105
Interpretable wind speed prediction with multivariate time series and temporal fusion transformers	105
Real-time optimal energy management of microgrid with uncertainties based on deep reinforcement learning	105
District heater load forecasting based on machine learning and parallel CNN-LSTM attention	105
Exploring the heterogenous impacts of environmental taxes on environmental footprints: An empirical assessment from developed economies	104
Industrial structure, energy intensity and environmental efficiency across developed and developing economies: The intermediary role of primary, secondary and tertiary industry	103
Voltage-temperature health feature extraction to improve prognostics and health management of lithium-ion batteries	103
Comparison of activated carbons prepared by one-step and two-step chemical activation process based on cotton stalk for supercapacitors application	102
Data-driven fault diagnosis and thermal runaway warning for battery packs using real-world vehicle data	102
Job creation during a climate compliant global energy transition across the power, heat, transport, and desalination sectors by 2050	102
The impact of energy security on income inequality: The key role of economic development	102
A novel method for analyzing the effect of dust accumulation on energy efficiency loss in photovoltaic (PV) system	102
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks	102
Capacity estimation of lithium-ion cells by combining model-based and data-driven methods based on a sequential extended Kalman filter	101
A hybrid deep transfer learning strategy for short term cross-building energy prediction	101
Day-ahead optimal bidding and scheduling strategies for DER aggregator considering responsive uncertainty under real-time pricing	101
Driven by fundamentals or exploded by emotions: Detecting bubbles in oil prices	101
Mixed-integer linear programming based optimization strategies for renewable energy communities	100
Robust capacity optimization methods for integrated energy systems considering demand response and thermal comfort	100
Capacity attenuation mechanism modeling and health assessment of lithium-ion batteries	99
Application of an artificial neural network to optimise energy inputs: An energy- and cost-saving strategy for commercial poultry farms	99
Risk assessment of renewable energy investments: A modified failure mode and effect analysis based on prospect theory and intuitionistic fuzzy AHP	99
Non-linear nexus between CO2 emissions and economic growth: A comparison of OECD and B&R countries	98
The effect of industrial structure adjustment on China’s energy intensity: Evidence from linear and nonlinear analysis	98
Analysis of the unsteady thermal response of a Li-ion battery pack to dynamic loads	98
A flexible-reliable operation optimization model of the networked energy hubs with distributed generations, energy storage systems and demand response	98
Dynamic economic emission dispatch considering renewable energy generation: A novel multi-objective optimization approach	98
Energy efficiency a source of low carbon energy sources? Evidence from 16 high-income OECD economies	97
Longevity-conscious energy management strategy of fuel cell hybrid electric Vehicle Based on deep reinforcement learning	97

Study on CO2 foam fracturing model and fracture propagation simulation	97
Design, thermodynamic, and wind assessments of a compressed air energy storage (CAES) integrated with two adjacent wind farms: A case study at Abhar and Kahak sites, Iran	97
The future of coal supply in China based on non-fossil energy development and carbon price strategies	97
Time series forecasting for hourly photovoltaic power using conditional generative adversarial network and Bi-LSTM	96
Design optimization of a stand-alone green energy system of university campus based on Jaya-Harmony Search and Ant Colony Optimization algorithms approaches	96
Effect analysis on SOC values of the power lithium manganate battery during discharging process and its intelligent estimation	96
China's carbon intensity factor decomposition and carbon emission decoupling analysis	95
Combustion behavior, kinetics, gas emission characteristics and artificial neural network modeling of coal gangue and biomass via TG-FTIR	95
A coordinated charging scheduling method for electric vehicles considering different charging demands	95
Effects of ambient temperature and trip characteristics on the energy consumption of an electric vehicle	94
A machine-learning-based approach to predict residential annual space heating and cooling loads considering occupant behaviour	94
Towards a comprehensive optimization of engine efficiency and emissions by coupling artificial neural network (ANN) with genetic algorithm (GA)	94
Exploring the role of biomass energy consumption, ecological footprint through FDI and technological innovation in B&R economies: A simultaneous equation approach	93
Parameters identification of photovoltaic models by using an enhanced adaptive butterfly optimization algorithm	93
Optimization-oriented adaptive equivalent consumption minimization strategy based on short-term demand power prediction for fuel cell hybrid vehicle	93
How do government subsidies promote new energy vehicle diffusion in the complex network context? A three-stage evolutionary game model	93
Optimal energy management for multi-energy multi-microgrid networks considering carbon emission limitations	92
Effects of injection timing and EGR on combustion and emissions characteristics of the diesel engine fuelled with acetone–butanol–ethanol/diesel blend fuels	92
Experimental investigation and prediction of performance and emission responses of a CI engine fuelled with different metal-oxide based nanoparticles–diesel blends using different machine learning alg	91
Energy storage systems towards 2050	91
Thermal evolution of chemical structure and mechanism of oil sands bitumen	91
Optimizing energy efficiency and thermal comfort in building green retrofit	91
Robust model of electric vehicle charging station location considering renewable energy and storage equipment	91
Application of a new grey multivariate forecasting model in the forecasting of energy consumption in 7 regions of China	90
A novel offshore wind farm typhoon wind speed prediction model based on PSO–Bi-LSTM improved by VMD	90
Strain characteristics and energy dissipation laws of gas-bearing coal during impact fracture process	90
Silica fume/capric acid-stearic acid PCM included-cementitious composite for thermal controlling of buildings: Thermal energy storage and mechanical properties	90
Governmental support and renewable energy production: A cross-country review	90
Energy demand and supply planning of China through 2060	89
Auto-encoder-extreme learning machine model for boiler NOx emission concentration prediction	89
Energy, exergy, exergoeconomic and exergo-environmental analyses of a large scale solar dryer with PCM energy storage medium	89
Applying the three-stage SBM-DEA model to evaluate energy efficiency and impact factors in RCEP countries	89
How energy transition and power consumption are related in Asian economies with different income levels?	89
Transactive energy framework in multi-carrier energy hubs: A fully decentralized model	89
Study on solidification performance of PCM by longitudinal triangular fins in a triplex-tube thermal energy storage system	89
Interaction of economic agglomeration, energy conservation and emission reduction: Evidence from three major urban agglomerations in China	89
A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of U.S.	88
Fuel consumption and transportation emissions evaluation of mixed traffic flow with connected automated vehicles and human-driven vehicles on expressway	88
Energy loss mechanism due to tip leakage flow of axial flow pump as turbine under various operating conditions	88
Integration of biomass gasification with a supercritical CO2 and Kalina cycles in a combined heating and power system: A thermodynamic and exergoeconomic analysis	88
Battery energy storage systems and SWOT (strengths, weakness, opportunities, and threats) analysis of batteries in power transmission	88
Co-estimating the state of charge and health of lithium batteries through combining a minimalist electrochemical model and an equivalent circuit model	87
Decentralized bi-level stochastic optimization approach for multi-agent multi-energy networked micro-grids with multi-energy storage technologies	87
Kano-based mapping of innovation strategies for renewable energy alternatives using hybrid interval type-2 fuzzy decision-making approach	87
Electrical load-temperature CNN for residential load forecasting	87
Thermoeconomic analysis and multi-objective optimization of a novel hybrid absorption/recompression refrigeration system	87
Forecasting the U.S. oil markets based on social media information during the COVID-19 pandemic	87
Performance investigation of a thermoelectric generator system applied in automobile exhaust waste heat recovery	86
Prospects of solar systems in production chain of sunflower oil using cold press method with concentrating energy and life cycle assessment	86
Current status of biohydrogen production from lignocellulosic biomass, technical challenges and commercial potential through pyrolysis process	86
Multi-objective optimization of performance and emission characteristics of a CRDI diesel engine fueled with sapota methyl ester/diesel blends	86
Boosting slime mould algorithm for parameter identification of photovoltaic models	86
Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling	86
Topology optimization of heat exchangers: A review	86
A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model	86
A novel distributed energy system combining hybrid energy storage and a multi-objective optimization method for nearly zero-energy communities and buildings	85
Multi-objective optimization for an integrated renewable, power-to-gas and solid oxide fuel cell/gas turbine hybrid system in microgrid	85
The spillover effects among fossil fuel, renewables and carbon markets: Evidence under the dual dilemma of climate change and energy crises	84
Industrial agglomeration, CO2 emissions and regional development programs: A decomposition analysis based on 286 Chinese cities	84
The spatial spillover effect of fossil fuel energy trade on CO2 emissions	84
Asymmetric impacts of energy efficiency on carbon emissions: A comparative analysis between developed and developing economies	84
Experimental investigation on the characteristics of thermal runaway and its propagation of large-format lithium ion batteries under overcharging and overheating conditions	84
A magnetically coupled bistable piezoelectric harvester for underwater energy harvesting	84
Soft computing analysis of a compressed air energy storage and SOFC system via different artificial neural network architecture and tri-objective grey wolf optimization	84
Shifting from fossil-based economy to bio-based economy: Status quo, challenges, and prospects	84
Prospects and impediments for hydrogen fuel cell buses	83
Promoting developments of hydrogen powered vehicle and solar PV hydrogen production in China: A study based on evolutionary game theory method	83
Decarbonising inland ship power system: Alternative solution and assessment method	83
Roadmap to carbon emissions neutral industrial parks: Energy, economic and environmental analysis	83
Performance and emission characteristics assessment of compression ignition engine fuelled with the blends of novel antioxidant catechol-daok biodiesel	83
Perceived critical factors affecting consumers’ intention to purchase renewable generation technologies: Rural-urban heterogeneity	83
Prediction and optimization of heating and cooling loads in a residential building based on multi-layer perceptron neural network and different optimization algorithms	83
A deep residual neural network identification method for uneven dust accumulation on photovoltaic (PV) panels	83
Critical materials in global low-carbon energy scenarios: The case for neodymium, dysprosium, lithium, and cobalt	83
Carbon deposition in steam methane reforming over a Ni-based catalyst: Experimental and thermodynamic analysis	82
Resilient decentralized optimization of chance constrained electricity-gas systems over lossy communication networks	82
The impact of China's low-carbon transition on economy, society and energy in 2030 based on CO2 emissions drivers	82
Day-ahead wind power forecasting based on the clustering of equivalent power curves	82
The effect of cathode channel blockages on the enhanced mass transfer and performance of PEMFC	82
A novel combined model for wind speed prediction – Combination of linear model, shallow neural networks, and deep learning approaches	82
Evolution of global fossil fuel trade dependencies	82
Energy security as new determinant of renewable energy: The role of economic complexity in top energy users	82
Flexibility pricing of integrated unit of electric spring and EVs parking in microgrids	82
How heterogeneous technological progress promotes industrial structure upgrading and industrial carbon efficiency? Evidence from China's industries	82
Point and interval forecasting of ultra-short-term wind power based on a data-driven method and hybrid deep learning model	82
Analysis of risk priorities for renewable energy investment projects using a hybrid IT2 hesitant fuzzy decision-making approach with alpha cuts	82
A two-stage energy management for heat-electricity integrated energy system considering dynamic pricing of Stackelberg game and operation strategy optimization	82
Data-driven estimation of building energy consumption and GHG emissions using explainable artificial intelligence	81
Numerical investigations on hydrogen-fueled micro-cylindrical combustors with cavity for micro-thermophotovoltaic applications	81
The benefits of 4th generation district heating in a 100% renewable energy system	81
Model parameter estimation of the PEMFCs using improved Barnacles Mating Optimization algorithm	81
Effect of blade thickness on rotating stall of mixed-flow pump using entropy generation analysis	81
Investigation on a full-scale heat pipe heat exchanger in the ceramics industry for waste heat recovery	81
Renewable energy investment risk assessment in belt and road initiative countries under uncertainty conditions	81
Molten salt pyrolysis of biomass: The mechanism of volatile reforming and pyrolysis	81