Applied Energy

Article	Citations
Technologies and policies to decarbonize global industry: Review and assessment of mitigation drivers through 2070	450
The state-of-the-art review on energy harvesting from flow-induced vibrations	363
A review of wind speed and wind power forecasting with deep neural networks	345
Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities	339
Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives	280
A review of machine learning in building load prediction	271
Peer-to-peer energy systems for connected communities: A review of recent advances and emerging challenges	270
Global low-carbon energy transition in the post-COVID-19 era	264
Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture	248
Reinforcement learning for building controls: The opportunities and challenges	248
Insight into KOH activation mechanism during biomass pyrolysis: Chemical reactions between O-containing groups and KOH	239
A novel decentralized platform for peer-to-peer energy trading market with blockchain technology	218
Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles	218
Environmental and economic multi-objective optimization of a household level hybrid renewable energy system by genetic algorithm	212
Review of oil shale in-situ conversion technology	209
A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter	204
Peer-to-peer energy trading: A review of the literature	203
Electric load forecasting based on deep learning and optimized by heuristic algorithm in smart grid	196
Design of non-uniformly distributed annular fins for a shell-and-tube thermal energy storage unit	194
Global potential of green ammonia based on hybrid PV-wind power plants	185
Low carbon roadmap of residential building sector in China: Historical mitigation and prospective peak	185
Uncovering the true cost of hydrogen production routes using life cycle monetisation	182
Trends in tools and approaches for modelling the energy transition	182
Full energy sector transition towards 100% renewable energy supply: Integrating power, heat, transport and industry sectors including desalination	181
Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects	180

A review of non-probabilistic machine learning-based state of health estimation techniques for Lithium-ion battery	175
COVID-19: Impact analysis and recommendations for power sector operation	173
Machine learning driven smart electric power systems: Current trends and new perspectives	173
Implementation of agrophotovoltaics: Techno-economic analysis of the price-performance ratio and its policy implications	171
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark	169
State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach	165
Review on reliability of supercapacitors in energy storage applications	163
Does carbon emissions trading promote green technology innovation in China?	158
Low carbon optimal operation of integrated energy system based on carbon capture technology, LCA carbon emissions and ladder-type carbon trading	158
Combined biomass gasification, SOFC, IC engine, and waste heat recovery system for power and heat generation: Energy, exergy, exergoeconomic, environmental (4E) evaluations	158
Additive manufacturing for energy: A review	157
Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning	153
Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization	151
The relationship between air pollution and COVID-19-related deaths: An application to three French cities	151
Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing: A big-data analysis	149
Can renewable generation, energy storage and energy efficient technologies enable carbon neutral energy transition?	149
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network	149
Carbon price forecasting based on CEEMDAN and LSTM	149
A hybrid model for carbon price forecasting using GARCH and long short-term memory network	148
Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector	146
Multi-objective load dispatch for microgrid with electric vehicles using modified gravitational search and particle swarm optimization algorithm	145
Extensive comparison of physical models for photovoltaic power forecasting	142
Ammonia to power: Forecasting the levelized cost of electricity from green ammonia in large-scale power plants	141
Advances in carbon capture, utilization and storage	140
Decarbonizing China’s iron and steel industry from the supply and demand sides for carbon neutrality	140
Applications and technological challenges for heat recovery, storage and utilisation with latent thermal energy storage	139
Material and energy flows of the iron and steel industry: Status quo, challenges and perspectives	138
Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning	135
Impacts of the COVID-19 lockdown on energy consumption in a Canadian social housing building	135
Gradient design of pore parameters on the melting process in a thermal energy storage unit filled with open-cell metal foam	135
Review on form-stable inorganic hydrated salt phase change materials: Preparation, characterization and effect on the thermophysical properties	134
Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions	133
Effects of smart city construction on energy saving and CO2 emission reduction: Evidence from China	132
Optimal design of electric vehicle battery recycling network – From the perspective of electric vehicle manufacturers	130
Thermal management of polymer electrolyte membrane fuel cells: A review of cooling methods, material properties, and durability	129
Review of thermoelectric geometry and structure optimization for performance enhancement	129
Towards the swift prediction of the remaining useful life of lithium-ion batteries with end-to-end deep learning	129
Lithium-ion battery capacity estimation — A pruned convolutional neural network approach assisted with transfer learning	127
Usage impact on data center electricity needs: A system dynamic forecasting model	125
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting	124
Robust short-term electrical load forecasting framework for commercial buildings using deep recurrent neural networks	124
Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm	123
Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions	123
Evaluation on combustion and lean-burn limit of a medium compression ratio hydrogen/methanol dual-injection spark-ignition engine under methanol late-injection	122
Kinetic energy harvesting technologies for applications in land transportation: A comprehensive review	120
A novel wavenets long short term memory paradigm for wind power prediction	119
Hard-to-Abate Sectors: The role of industrial carbon capture and storage (CCS) in emission mitigation	119
Power-to-hydrogen as seasonal energy storage: an uncertainty analysis for optimal design of low-carbon multi-energy systems	118
Energy consumption analysis and prediction of electric vehicles based on real-world driving data	118
China’s pathways to peak carbon emissions: New insights from various industrial sectors	117

Life cycle environmental and cost comparison of current and future passenger cars under different energy scenarios	117
Carbon reduction in commercial building operations: A provincial retrospection in China	117
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing	117
What drives urban carbon emission efficiency? – Spatial analysis based on nighttime light data	116
Electricity trading pricing among prosumers with game theory-based model in energy blockchain environment	115
Innovative agrivoltaic systems to produce sustainable energy: An economic and environmental assessment	115
Incremental capacity analysis based adaptive capacity estimation for lithium-ion battery considering charging condition	115
A machine-learning prediction method of lithium-ion battery life based on charge process for different applications	115
Parameter sensitivity analysis of electrochemical model-based battery management systems for lithium-ion batteries	115
From concept to application: A review of use cases in urban building energy modeling	114
Internal combustion engines powered by syngas: A review	113
Exergy and energy analysis of wavy tubes photovoltaic-thermal systems using microencapsulated PCM nano-slurry coolant fluid	112
Pyrolysis and in-line catalytic decomposition of polypropylene to carbon nanomaterials and hydrogen over Fe- and Ni-based catalysts	112
Daily electric vehicle charging load profiles considering demographics of vehicle users	111
A comparative study of different features extracted from electrochemical impedance spectroscopy in state of health estimation for lithium-ion batteries	111
A review of energy storage technologies for large scale photovoltaic power plants	111
Network topology optimisation based on dynamic thermal rating and battery storage systems for improved wind penetration and reliability	111
A geothermal and solar-based multigeneration system integrated with a TEG unit: Development, 3E analyses, and multi-objective optimization	110
Experimental investigation of ammonia combustion in a bench scale 1.2 MW-thermal pulverised coal firing furnace	110
Towards world's low carbon development: The role of clean energy	110
State-of-the-art of controllers and soft computing techniques for regulated load frequency management of single/multi-area traditional and renewable energy based power systems	109
Life-cycle cost assessment of alternative marine fuels to reduce the carbon footprint in short-sea shipping: A case study of Croatia	109
The greenhouse gas emissions of an electrified vehicle combined with renewable fuels: Life cycle assessment and policy implications	109
Breeze-driven triboelectric nanogenerator for wind energy harvesting and application in smart agriculture	109
Optimal design and performance analysis of a hybrid system combing a floating wind platform and wave energy converters	108
Multi-objective approach to the optimization of shape and envelope in building energy design	108
Low temperature preheating techniques for Lithium-ion batteries: Recent advances and future challenges	108
Towards highly efficient electrochemical CO2 reduction: Cell designs, membranes and electrocatalysts	107
A blockchain based peer-to-peer trading framework integrating energy and carbon markets	106
A review of large-scale CO2 shipping and marine emissions management for carbon capture, utilisation and storage	106
Should we reinforce the grid? Cost and emission optimization of electric vehicle charging under different transformer limits	106
A review of heat transfer and thermal management methods for temperature gradient reduction in solid oxide fuel cell (SOFC) stacks	105
Condition monitoring and anomaly detection of wind turbine based on cascaded and bidirectional deep learning networks	105
Envisioning the UN Sustainable Development Goals (SDGs) through the lens of energy sustainability (SDG 7) in the post-COVID-19 world	105
‘Clean’ hydrogen? – Comparing the emissions and costs of fossil fuel versus renewable electricity based hydrogen	105
The effects and reacts of COVID-19 pandemic and international oil price on energy, economy, and environment in China	105
Industrial demand-side flexibility: A key element of a just energy transition and industrial development	105
A low-frequency rotational electromagnetic energy harvester using a magnetic plucking mechanism	105
Historical decarbonization of global commercial building operations in the 21st century	104
The response of temperature and pressure of hydrate reservoirs in the first gas hydrate production test in South China Sea	104
Hierarchical stochastic scheduling of multi-community integrated energy systems in uncertain environments via Stackelberg game	104
A review of metal-organic frameworks (MOFs) as energy-efficient desiccants for adsorption driven heat-transformation applications	104
Blockchain-based decentralized energy management platform for residential distributed energy resources in a virtual power plant	104
Metrics and enhancement strategies for grid resilience and reliability during natural disasters	102
Artificial Intelligence and emerging digital technologies in the energy sector	101
Multi-objective optimization of energy use and environmental emissions for walnut production using imperialist competitive algorithm	101
Photovoltaic power forecast based on satellite images considering effects of solar position	101
A noise-tolerant model parameterization method for lithium-ion battery management system	101
N-BEATS neural network for mid-term electricity load forecasting	100
High-solid anaerobic digestion of sewage sludge: challenges and opportunities	100
Application of upscaling methods for fluid flow and mass transport in multi-scale heterogeneous media: A critical review	99
Smart frequency control in low inertia energy systems based on frequency response techniques: A review	99
Oil from plastic via hydrothermal liquefaction: Production and characterization	99
Review of wind power scenario generation methods for optimal operation of renewable energy systems	98
Cooling control effect of water mist on thermal runaway propagation in lithium ion battery modules	98
Short-term multi-energy load forecasting for integrated energy systems based on CNN-BiGRU optimized by attention mechanism	98
Impact analysis of COVID-19 responses on energy grid dynamics in Europe	97
Hydrogen from offshore wind: Investor perspective on the profitability of a hybrid system including for curtailment	97
A review of power consumption models of servers in data centers	97
Machine learning modelling for predicting non-domestic buildings energy performance: A model to support deep energy retrofit decision-making	97
A hybrid load forecasting model based on support vector machine with intelligent methods for feature selection and parameter optimization	97
Comparative techno-economic and life-cycle assessment of power-to-methanol synthesis pathways	97
The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes	97
Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network	96
AC microgrid protection – A review: Current and future prospective	96
Attention-based interpretable neural network for building cooling load prediction	96
Remaining useful life prediction of PEMFC systems based on the multi-input echo state network	96
Advanced integration of LNG regasification power plant with liquid air energy storage: Enhancements in flexibility, safety, and power generation	96
How did the German and other European electricity systems react to the COVID-19 pandemic?	95
Optimal capacity configuration of the wind-photovoltaic-storage hybrid power system based on gravity energy storage system	95
The EV revolution: The road ahead for critical raw materials demand	94
An Artificial Intelligence based scheduling algorithm for demand-side energy management in Smart Homes	94
Robust decentralized optimization of Multi-Microgrids integrated with Power-to-X technologies	94
Long-run system value of battery energy storage in future grids with increasing wind and solar generation	94
Circular economy for clean energy transitions: A new opportunity under the COVID-19 pandemic	93
The opportunity for smart charging to mitigate the impact of electric vehicles on transmission and distribution systems	93
Application of entropy production theory for energy losses and other investigation in pumps and turbines: A review	93
Research progress and challenges in hydrate-based carbon dioxide capture applications	93
Wind turbine power modelling and optimization using artificial neural network with wind field experimental data	93
Enhancing building energy performance by effectively using phase change material and dynamic insulation in walls	93

Flexible composite phase change material with anti-leakage and anti-vibration properties for battery thermal management	92
Modeling, design, materials and fabrication of bipolar plates for proton exchange membrane fuel cell: A review	92
Mapping geological hydrogen storage capacity and regional heating demands: An applied UK case study	92
Data-driven estimation of building energy consumption with multi-source heterogeneous data	91
Estimating long-term global supply costs for low-carbon hydrogen	91
Day-ahead bidding strategy for electric vehicle aggregator enabling multiple agent modes in uncertain electricity markets	91
Large-scale solar thermal systems in leading countries: A review and comparative study of Denmark, China, Germany and Austria	91
A framework for predicting the production performance of unconventional resources using deep learning	91
Hybrid renewable energy applications in zero-energy buildings and communities integrating battery and hydrogen vehicle storage	91
Does fiscal decentralization improve energy and environmental performance? New perspective on vertical fiscal imbalance	89
A fully self-powered wearable monitoring system with systematically optimized flexible thermoelectric generator	89
A techno-economic sizing method for grid-connected household photovoltaic battery systems	89
Technology method and functional characteristics of road thermoelectric generator system based on Seebeck effect	89
Analysis on impact of shared energy storage in residential community: Individual versus shared energy storage	88
A Deep-Learning intelligent system incorporating data augmentation for Short-Term voltage stability assessment of power systems	88
Evaluation of comparative engine combustion, performance and emission characteristics of low temperature combustion (PCCI and RCCI) modes	88
Estimating the technical feasibility of fuel cell and battery electric vehicles for the medium and heavy duty sectors in California	88
Impact of coal sector’s de-capacity policy on coal price	88
EnergyStar++: Towards more accurate and explanatory building energy benchmarking	88
Technoeconomic model of second-life batteries for utility-scale solar considering calendar and cycle aging	88
Rapid prediction method for thermal runaway propagation in battery pack based on lumped thermal resistance network and electric circuit analogy	87
Sustainable siting and design optimization of hybrid renewable energy system: A geospatial multi-criteria analysis	87
Experimental study of fractional-order models for lithium-ion battery and ultra-capacitor: Modeling, system identification, and validation	87
A fair electricity market strategy for energy management and reliability enhancement of islanded multi-microgrids	87
Hydrothermal carbonization of maize straw for hydrochar production and its injection for blast furnace	86
Microsimulation of electric vehicle energy consumption and driving range	86
Country-level potential of carbon sequestration and environmental benefits by utilizing crop residues for biochar implementation	86
Medium- and high-temperature latent and thermochemical heat storage using metals and metallic compounds as heat storage media: A technical review	86
Driving factors of global carbon footprint pressure: Based on vegetation carbon sequestration	85
Coordinated load frequency control of multi-area integrated energy system using multi-agent deep reinforcement learning	85
Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges	85
State-of-health estimation of lithium-ion batteries based on semi-supervised transfer component analysis	85
Evaluating the use of BECCS and afforestation under China’s carbon-neutral target for 2060	85
Imbalance and drivers of carbon emissions embodied in trade along the Belt and Road Initiative	84
Security of supply, strategic storage and Covid19: Which lessons learnt for renewable and recycled carbon fuels, and their future role in decarbonizing transport?	84
A double-layer planning method for integrated community energy systems with varying energy conversion efficiencies	84
Efficient experience replay based deep deterministic policy gradient for AGC dispatch in integrated energy system	84
Economic operation of a wind-solar-hydro complementary system considering risks of output shortage, power curtailment and spilled water	83
Composite index as a measure on achieving Sustainable Development Goal 9 (SDG-9) industry-related targets: The SDG-9 index	83
Review of geographic information systems-based rooftop solar photovoltaic potential estimation approaches at urban scales	83
Multi-agent deep reinforcement learning based demand response for discrete manufacturing systems energy management	83
Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach	83
Nationwide HVAC energy-saving potential quantification for office buildings with occupant-centric controls in various climates	83
An effective stochastic framework for smart coordinated operation of wind park and energy storage unit	82
Robust stochastic optimal dispatching method of multi-energy virtual power plant considering multiple uncertainties	82
Optimal planning of distributed hydrogen-based multi-energy systems	82
The influence of waves propagating with the current on the wake of a tidal stream turbine	82
Analyzing spillover effects between carbon and fossil energy markets from a time-varying perspective	81
Framework design and optimal bidding strategy for ancillary service provision from a peer-to-peer energy trading community	81
Quantification of the carbon intensity of electricity produced and used in Europe	81
Deep learning based prognostic framework towards proton exchange membrane fuel cell for automotive application	81
Cascade utilization of LNG cold energy by integrating cryogenic energy storage, organic Rankine cycle and direct cooling	80
Effects of multi policies on electric vehicle diffusion under subsidy policy abolishment in China: A multi-actor perspective	80
Co-estimation of model parameters and state-of-charge for lithium-ion batteries with recursive restricted total least squares and unscented Kalman filter	80
Distributed tri-layer risk-averse stochastic game approach for energy trading among multi-energy microgrids	80
Multi-temporal-spatial-scale temporal convolution network for short-term load forecasting of power systems	80
A hybrid prediction model for residential electricity consumption using holt-winters and extreme learning machine	79
Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree	79
Simulating onset and evolution of thermal runaway in Li-ion cells using a coupled thermal and venting model	79
Hydrogen production via a two-step water splitting thermochemical cycle based on metal oxide – A review	79
Hybrid and organic photovoltaics for greenhouse applications	79
From hot rock to useful energy: A global estimate of enhanced geothermal systems potential	78
Proposal and assessment of a novel carbon dioxide energy storage system with electrical thermal storage and ejector condensing cycle: Energy and exergy analysis	78
A rapid lithium-ion battery heating method based on bidirectional pulsed current: Heating effect and impact on battery life	78
Data driven battery modeling and management method with aging phenomenon considered	78
Multi-objective stochastic expansion planning based on multi-dimensional correlation scenario generation method for regional integrated energy system integrated renewable energy	77
Optimized gas and water production from water-saturated hydrate-bearing sediment through step-wise depressurization combined with thermal stimulation	77
Quantitative analysis of trapezoid baffle block sloping angles on oxygen transport and performance of proton exchange membrane fuel cell	77
Flexible grid-based electrolysis hydrogen production for fuel cell vehicles reduces costs and greenhouse gas emissions	77
Comparative analysis of monofacial and bifacial photovoltaic modules for floating power plants	76
Online extremum seeking-based optimized energy management strategy for hybrid electric tram considering fuel cell degradation	76
Should we inject hydrogen into gas grids? Practicalities and whole-system value chain optimisation	76
Renewable energy microgrids: Economic evaluation and decision making for government policies to contribute to affordable and clean energy	76
Developing an online data-driven approach for prognostics and health management of lithium-ion batteries	76
An IoT-enabled hierarchical decentralized framework for multi-energy microgrids market management in the presence of smart prosumers using a deep learning-based forecaster	75
Intelligent hurricane resilience enhancement of power distribution systems via deep reinforcement learning	75
Development and Evaluation of a Smart Charging Strategy for an Electric Vehicle Fleet Based on Reinforcement Learning	74
Scalable coordinated management of peer-to-peer energy trading: A multi-cluster deep reinforcement learning approach	74
A novel hybrid model for forecasting crude oil price based on time series decomposition	74
Geometric optimisation of wave energy conversion devices: A survey	74
A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making	74
Worldwide geographical mapping and optimization of stand-alone and grid-connected hybrid renewable system techno-economic performance across Köppen-Geiger climates	74
Review and prospect of data-driven techniques for load forecasting in integrated energy systems	74
A life cycle cost model for floating offshore wind farms	74
Boosted ANFIS model using augmented marine predator algorithm with mutation operators for wind power forecasting	74
Advanced exergy analysis for Organic Rankine Cycle-based layout to recover waste heat of flue gas	74
Electricity price forecasting on the day-ahead market using machine learning	74
Double stage controller optimization for load frequency stabilization in hybrid wind-ocean wave energy based maritime microgrid system	74
A comprehensive review on sub-zero temperature cold thermal energy storage materials, technologies, and applications: State of the art and recent developments	73
A dynamic energy management system using smart metering	73
The metal–organic framework UiO-66 with missing-linker defects: A highly active catalyst for carbon dioxide cycloaddition	73
Spatial analysis of distribution grid capacity and costs to enable massive deployment of PV, electric mobility and electric heating	73
Aluminum and its role as a recyclable, sustainable carrier of renewable energy	73
Numerical modeling and analysis of the effect of pressure on the performance of an alkaline water electrolysis system	73
The role of sector coupling in the green transition: A least-cost energy system development in Northern-central Europe towards 2050	72