Applied Energy

Article	Citations
Technologies and policies to decarbonize global industry: Review and assessment of mitigation drivers through 2070	433
The state-of-the-art review on energy harvesting from flow-induced vibrations	359
Impacts of COVID-19 on energy demand and consumption: Challenges, lessons and emerging opportunities	332
A review of wind speed and wind power forecasting with deep neural networks	325
Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives	265
Peer-to-peer energy systems for connected communities: A review of recent advances and emerging challenges	265
A review of machine learning in building load prediction	262
Global low-carbon energy transition in the post-COVID-19 era	249
Reinforcement learning for building controls: The opportunities and challenges	239
Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture	237
Insight into KOH activation mechanism during biomass pyrolysis: Chemical reactions between O-containing groups and KOH	224
Building thermal load prediction through shallow machine learning and deep learning	219
Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles	211
A novel decentralized platform for peer-to-peer energy trading market with blockchain technology	209
Environmental and economic multi-objective optimization of a household level hybrid renewable energy system by genetic algorithm	206
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	201
Review of oil shale in-situ conversion technology	199
Peer-to-peer energy trading: A review of the literature	195
Design of non-uniformly distributed annular fins for a shell-and-tube thermal energy storage unit	190
Low carbon roadmap of residential building sector in China: Historical mitigation and prospective peak	182
Electric load forecasting based on deep learning and optimized by heuristic algorithm in smart grid	182
Trends in tools and approaches for modelling the energy transition	175
Full energy sector transition towards 100% renewable energy supply: Integrating power, heat, transport and industry sectors including desalination	175
Global potential of green ammonia based on hybrid PV-wind power plants	175
Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects	173

COVID-19: Impact analysis and recommendations for power sector operation	170
Uncovering the true cost of hydrogen production routes using life cycle monetisation	168
An integrated blockchain-based energy management platform with bilateral trading for microgrid communities	168
Machine learning driven smart electric power systems: Current trends and new perspectives	167
Implementation of agrophotovoltaics: Techno-economic analysis of the price-performance ratio and its policy implications	167
A review of non-probabilistic machine learning-based state of health estimation techniques for Lithium-ion battery	163
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark	158
State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach	158
Review on reliability of supercapacitors in energy storage applications	157
Wind power to methanol: Renewable methanol production using electricity, electrolysis of water and CO2 air capture	156
Combined biomass gasification, SOFC, IC engine, and waste heat recovery system for power and heat generation: Energy, exergy, exergoeconomic, environmental (4E) evaluations	154
Low carbon optimal operation of integrated energy system based on carbon capture technology, LCA carbon emissions and ladder-type carbon trading	152
The relationship between air pollution and COVID-19-related deaths: An application to three French cities	149
Additive manufacturing for energy: A review	148
Can renewable generation, energy storage and energy efficient technologies enable carbon neutral energy transition?	146
Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization	146
Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing: A big-data analysis	146
Does carbon emissions trading promote green technology innovation in China?	146
Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector	143
A hybrid model for carbon price forecasting using GARCH and long short-term memory network	143
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network	143
Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning	141
Influence of particle size on the effective thermal conductivity of nanofluids: A critical review	141
Carbon price forecasting based on CEEMDAN and LSTM	139
Decarbonizing China’s iron and steel industry from the supply and demand sides for carbon neutrality	137
Extensive comparison of physical models for photovoltaic power forecasting	137
Ammonia to power: Forecasting the levelized cost of electricity from green ammonia in large-scale power plants	137
Advances in carbon capture, utilization and storage	136
Multi-objective load dispatch for microgrid with electric vehicles using modified gravitational search and particle swarm optimization algorithm	135
Energy systems for climate change mitigation: A systematic review	133
Material and energy flows of the iron and steel industry: Status quo, challenges and perspectives	132
Gradient design of pore parameters on the melting process in a thermal energy storage unit filled with open-cell metal foam	132
Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning	132
Applications and technological challenges for heat recovery, storage and utilisation with latent thermal energy storage	132
Impacts of the COVID-19 lockdown on energy consumption in a Canadian social housing building	131
Application of simultaneous thermoelectric cooling and heating to improve the performance of a solar still: An experimental study and exergy analysis	129
Review on form-stable inorganic hydrated salt phase change materials: Preparation, characterization and effect on the thermophysical properties	128
Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions	126
Lithium-ion battery capacity estimation — A pruned convolutional neural network approach assisted with transfer learning	126
Review of thermoelectric geometry and structure optimization for performance enhancement	125
Towards the swift prediction of the remaining useful life of lithium-ion batteries with end-to-end deep learning	123
Robust short-term electrical load forecasting framework for commercial buildings using deep recurrent neural networks	122
Optimal design of electric vehicle battery recycling network – From the perspective of electric vehicle manufacturers	122
Thermal management of polymer electrolyte membrane fuel cells: A review of cooling methods, material properties, and durability	121
Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm	121
From removal to recovery: An evaluation of nitrogen recovery techniques from wastewater	120
Evaluation on combustion and lean-burn limit of a medium compression ratio hydrogen/methanol dual-injection spark-ignition engine under methanol late-injection	119
Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions	118
Solar-driven polygeneration systems: Recent progress and outlook	118
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting	118

Kinetic energy harvesting technologies for applications in land transportation: A comprehensive review	117
Energy consumption analysis and prediction of electric vehicles based on real-world driving data	116
Effects of smart city construction on energy saving and CO2 emission reduction: Evidence from China	116
A novel wavenets long short term memory paradigm for wind power prediction	115
Carbon reduction in commercial building operations: A provincial retrospection in China	115
Life cycle environmental and cost comparison of current and future passenger cars under different energy scenarios	115
Parameter sensitivity analysis of electrochemical model-based battery management systems for lithium-ion batteries	115
Power-to-hydrogen as seasonal energy storage: an uncertainty analysis for optimal design of low-carbon multi-energy systems	114
China’s pathways to peak carbon emissions: New insights from various industrial sectors	113
Electricity trading pricing among prosumers with game theory-based model in energy blockchain environment	112
Usage impact on data center electricity needs: A system dynamic forecasting model	112
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing	112
Hard-to-Abate Sectors: The role of industrial carbon capture and storage (CCS) in emission mitigation	111
From concept to application: A review of use cases in urban building energy modeling	111
Incremental capacity analysis based adaptive capacity estimation for lithium-ion battery considering charging condition	110
A review of energy storage technologies for large scale photovoltaic power plants	109
Exergy and energy analysis of wavy tubes photovoltaic-thermal systems using microencapsulated PCM nano-slurry coolant fluid	109
A machine-learning prediction method of lithium-ion battery life based on charge process for different applications	109
Pyrolysis and in-line catalytic decomposition of polypropylene to carbon nanomaterials and hydrogen over Fe- and Ni-based catalysts	109
Experimental investigation of ammonia combustion in a bench scale 1.2 MW-thermal pulverised coal firing furnace	108
What drives urban carbon emission efficiency? – Spatial analysis based on nighttime light data	108
Towards world's low carbon development: The role of clean energy	107
Microgrid resilience: A holistic approach for assessing threats, identifying vulnerabilities, and designing corresponding mitigation strategies	107
Internal combustion engines powered by syngas: A review	107
Breeze-driven triboelectric nanogenerator for wind energy harvesting and application in smart agriculture	107
Life-cycle cost assessment of alternative marine fuels to reduce the carbon footprint in short-sea shipping: A case study of Croatia	107
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	106
Innovative agrivoltaic systems to produce sustainable energy: An economic and environmental assessment	106
Network topology optimisation based on dynamic thermal rating and battery storage systems for improved wind penetration and reliability	106
Optimal design and performance analysis of a hybrid system combing a floating wind platform and wave energy converters	106
Multi-objective approach to the optimization of shape and envelope in building energy design	106
Projecting cost development for future large-scale power-to-gas implementations by scaling effects	105
A comparative study of different features extracted from electrochemical impedance spectroscopy in state of health estimation for lithium-ion batteries	105
Towards highly efficient electrochemical CO2 reduction: Cell designs, membranes and electrocatalysts	105
The greenhouse gas emissions of an electrified vehicle combined with renewable fuels: Life cycle assessment and policy implications	105
Convolutional neural network-based power system transient stability assessment and instability mode prediction	105
A geothermal and solar-based multigeneration system integrated with a TEG unit: Development, 3E analyses, and multi-objective optimization	104
Daily electric vehicle charging load profiles considering demographics of vehicle users	104
A review of heat transfer and thermal management methods for temperature gradient reduction in solid oxide fuel cell (SOFC) stacks	103
Historical decarbonization of global commercial building operations in the 21st century	103
A blockchain based peer-to-peer trading framework integrating energy and carbon markets	103
A low-frequency rotational electromagnetic energy harvester using a magnetic plucking mechanism	102
Low temperature preheating techniques for Lithium-ion batteries: Recent advances and future challenges	102
Envisioning the UN Sustainable Development Goals (SDGs) through the lens of energy sustainability (SDG 7) in the post-COVID-19 world	102
Should we reinforce the grid? Cost and emission optimization of electric vehicle charging under different transformer limits	102
Hierarchical stochastic scheduling of multi-community integrated energy systems in uncertain environments via Stackelberg game	102
The effects and reacts of COVID-19 pandemic and international oil price on energy, economy, and environment in China	101
Industrial demand-side flexibility: A key element of a just energy transition and industrial development	101
‘Clean’ hydrogen? – Comparing the emissions and costs of fossil fuel versus renewable electricity based hydrogen	100
A review of metal-organic frameworks (MOFs) as energy-efficient desiccants for adsorption driven heat-transformation applications	100
Multi-objective optimization of energy use and environmental emissions for walnut production using imperialist competitive algorithm	99
A noise-tolerant model parameterization method for lithium-ion battery management system	99
The response of temperature and pressure of hydrate reservoirs in the first gas hydrate production test in South China Sea	99
A review of large-scale CO2 shipping and marine emissions management for carbon capture, utilisation and storage	98
Photovoltaic power forecast based on satellite images considering effects of solar position	98
N-BEATS neural network for mid-term electricity load forecasting	98
Blockchain-based decentralized energy management platform for residential distributed energy resources in a virtual power plant	98
Smart frequency control in low inertia energy systems based on frequency response techniques: A review	98
Condition monitoring and anomaly detection of wind turbine based on cascaded and bidirectional deep learning networks	97
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
Impact analysis of COVID-19 responses on energy grid dynamics in Europe	96
Metrics and enhancement strategies for grid resilience and reliability during natural disasters	96
An experimental and numerical investigation on a paraffin wax/graphene oxide/carbon nanotubes composite material for solar thermal storage applications	96
Oil from plastic via hydrothermal liquefaction: Production and characterization	95
Artificial Intelligence and emerging digital technologies in the energy sector	95
High-solid anaerobic digestion of sewage sludge: challenges and opportunities	95
Hydrogen from offshore wind: Investor perspective on the profitability of a hybrid system including for curtailment	95
Review of wind power scenario generation methods for optimal operation of renewable energy systems	95
Cooling control effect of water mist on thermal runaway propagation in lithium ion battery modules	95
Application of upscaling methods for fluid flow and mass transport in multi-scale heterogeneous media: A critical review	94
Attention-based interpretable neural network for building cooling load prediction	94
Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network	94
How did the German and other European electricity systems react to the COVID-19 pandemic?	94
Machine learning modelling for predicting non-domestic buildings energy performance: A model to support deep energy retrofit decision-making	94
AC microgrid protection – A review: Current and future prospective	94
An Artificial Intelligence based scheduling algorithm for demand-side energy management in Smart Homes	93
A review of power consumption models of servers in data centers	92
Long-run system value of battery energy storage in future grids with increasing wind and solar generation	92
Robust decentralized optimization of Multi-Microgrids integrated with Power-to-X technologies	92

Optimal capacity configuration of the wind-photovoltaic-storage hybrid power system based on gravity energy storage system	92
Comparative techno-economic and life-cycle assessment of power-to-methanol synthesis pathways	92
Wind turbine power modelling and optimization using artificial neural network with wind field experimental data	91
A hybrid load forecasting model based on support vector machine with intelligent methods for feature selection and parameter optimization	91
The EV revolution: The road ahead for critical raw materials demand	91
The opportunity for smart charging to mitigate the impact of electric vehicles on transmission and distribution systems	90
Research progress and challenges in hydrate-based carbon dioxide capture applications	89
Thermal properties characterization of chloride salts/nanoparticles composite phase change material for high-temperature thermal energy storage	89
Modeling, design, materials and fabrication of bipolar plates for proton exchange membrane fuel cell: A review	89
Mapping geological hydrogen storage capacity and regional heating demands: An applied UK case study	89
Short-term multi-energy load forecasting for integrated energy systems based on CNN-BiGRU optimized by attention mechanism	89
Circular economy for clean energy transitions: A new opportunity under the COVID-19 pandemic	89
Large-scale solar thermal systems in leading countries: A review and comparative study of Denmark, China, Germany and Austria	88
A fully self-powered wearable monitoring system with systematically optimized flexible thermoelectric generator	88
Hybrid renewable energy applications in zero-energy buildings and communities integrating battery and hydrogen vehicle storage	88
An in-depth analysis of the evolution of the policy mix for the sustainable energy transition in China from 1981 to 2020	88
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	87
A techno-economic sizing method for grid-connected household photovoltaic battery systems	87
Impact of coal sector’s de-capacity policy on coal price	87
Flexible composite phase change material with anti-leakage and anti-vibration properties for battery thermal management	87
Enhancing building energy performance by effectively using phase change material and dynamic insulation in walls	87
Application of entropy production theory for energy losses and other investigation in pumps and turbines: A review	87
Data-driven estimation of building energy consumption with multi-source heterogeneous data	87
Analysis on impact of shared energy storage in residential community: Individual versus shared energy storage	86
Evaluation of comparative engine combustion, performance and emission characteristics of low temperature combustion (PCCI and RCCI) modes	86
Hydrothermal carbonization of maize straw for hydrochar production and its injection for blast furnace	86
Day-ahead bidding strategy for electric vehicle aggregator enabling multiple agent modes in uncertain electricity markets	86
Estimating the technical feasibility of fuel cell and battery electric vehicles for the medium and heavy duty sectors in California	85
EnergyStar++: Towards more accurate and explanatory building energy benchmarking	85
Technology method and functional characteristics of road thermoelectric generator system based on Seebeck effect	85
Experimental study of fractional-order models for lithium-ion battery and ultra-capacitor: Modeling, system identification, and validation	84
A framework for predicting the production performance of unconventional resources using deep learning	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 novel supercritical CO2 recompression Brayton power cycle for power tower concentrating solar plants	83
Imbalance and drivers of carbon emissions embodied in trade along the Belt and Road Initiative	83
Estimating long-term global supply costs for low-carbon hydrogen	83
Technoeconomic model of second-life batteries for utility-scale solar considering calendar and cycle aging	83
Review of geographic information systems-based rooftop solar photovoltaic potential estimation approaches at urban scales	83
A Deep-Learning intelligent system incorporating data augmentation for Short-Term voltage stability assessment of power systems	83
State-of-health estimation of lithium-ion batteries based on semi-supervised transfer component analysis	83
Country-level potential of carbon sequestration and environmental benefits by utilizing crop residues for biochar implementation	83
A fair electricity market strategy for energy management and reliability enhancement of islanded multi-microgrids	83
Microsimulation of electric vehicle energy consumption and driving range	83
An effective stochastic framework for smart coordinated operation of wind park and energy storage unit	82
Rapid prediction method for thermal runaway propagation in battery pack based on lumped thermal resistance network and electric circuit analogy	82
Production of biodiesel under supercritical conditions: State of the art and bibliometric analysis	82
Does fiscal decentralization improve energy and environmental performance? New perspective on vertical fiscal imbalance	82
A double-layer planning method for integrated community energy systems with varying energy conversion efficiencies	82
Evaluating the use of BECCS and afforestation under China’s carbon-neutral target for 2060	81
Driving factors of global carbon footprint pressure: Based on vegetation carbon sequestration	81
Economic operation of a wind-solar-hydro complementary system considering risks of output shortage, power curtailment and spilled water	81
Medium- and high-temperature latent and thermochemical heat storage using metals and metallic compounds as heat storage media: A technical review	81
Sustainable siting and design optimization of hybrid renewable energy system: A geospatial multi-criteria analysis	81
Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges	81
Multi-agent deep reinforcement learning based demand response for discrete manufacturing systems energy management	80
Nationwide HVAC energy-saving potential quantification for office buildings with occupant-centric controls in various climates	80
Optimal planning of distributed hydrogen-based multi-energy systems	80
Robust stochastic optimal dispatching method of multi-energy virtual power plant considering multiple uncertainties	80
Efficient experience replay based deep deterministic policy gradient for AGC dispatch in integrated energy system	79
Composite index as a measure on achieving Sustainable Development Goal 9 (SDG-9) industry-related targets: The SDG-9 index	79
Wind power forecasting considering data privacy protection: A federated deep reinforcement learning approach	79
The influence of waves propagating with the current on the wake of a tidal stream turbine	79
Hydrogen production via a two-step water splitting thermochemical cycle based on metal oxide – A review	79
Coordinated load frequency control of multi-area integrated energy system using multi-agent deep reinforcement learning	79
Co-estimation of model parameters and state-of-charge for lithium-ion batteries with recursive restricted total least squares and unscented Kalman filter	78
Effects of multi policies on electric vehicle diffusion under subsidy policy abolishment in China: A multi-actor perspective	78
Multi-temporal-spatial-scale temporal convolution network for short-term load forecasting of power systems	78
Analyzing spillover effects between carbon and fossil energy markets from a time-varying perspective	77
Proposal and assessment of a novel carbon dioxide energy storage system with electrical thermal storage and ejector condensing cycle: Energy and exergy analysis	77
Cascade utilization of LNG cold energy by integrating cryogenic energy storage, organic Rankine cycle and direct cooling	76
Online extremum seeking-based optimized energy management strategy for hybrid electric tram considering fuel cell degradation	76
Framework design and optimal bidding strategy for ancillary service provision from a peer-to-peer energy trading community	76
Quantitative analysis of trapezoid baffle block sloping angles on oxygen transport and performance of proton exchange membrane fuel cell	76
Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree	76
Deep learning based prognostic framework towards proton exchange membrane fuel cell for automotive application	76
Hybrid and organic photovoltaics for greenhouse applications	76
Flexible grid-based electrolysis hydrogen production for fuel cell vehicles reduces costs and greenhouse gas emissions	75
A rapid lithium-ion battery heating method based on bidirectional pulsed current: Heating effect and impact on battery life	75
Multi-objective stochastic expansion planning based on multi-dimensional correlation scenario generation method for regional integrated energy system integrated renewable energy	75
Should we inject hydrogen into gas grids? Practicalities and whole-system value chain optimisation	75
Data driven battery modeling and management method with aging phenomenon considered	75
Quantification of the carbon intensity of electricity produced and used in Europe	74
Intelligent hurricane resilience enhancement of power distribution systems via deep reinforcement learning	74
Optimized gas and water production from water-saturated hydrate-bearing sediment through step-wise depressurization combined with thermal stimulation	74
An IoT-enabled hierarchical decentralized framework for multi-energy microgrids market management in the presence of smart prosumers using a deep learning-based forecaster	74
Self-adapting J-type air-based battery thermal management system via model predictive control	74
Renewable energy microgrids: Economic evaluation and decision making for government policies to contribute to affordable and clean energy	74
A hybrid prediction model for residential electricity consumption using holt-winters and extreme learning machine	74
Comparative analysis of monofacial and bifacial photovoltaic modules for floating power plants	73
Advanced exergy analysis for Organic Rankine Cycle-based layout to recover waste heat of flue gas	73
Environmental impacts of CO2-based chemical production: A systematic literature review and meta-analysis	73
Development and Evaluation of a Smart Charging Strategy for an Electric Vehicle Fleet Based on Reinforcement Learning	73
Multilayer thin film structures for multifunctional glass: Self-cleaning, antireflective and energy-saving properties	73
Developing an online data-driven approach for prognostics and health management of lithium-ion batteries	72
Simulating onset and evolution of thermal runaway in Li-ion cells using a coupled thermal and venting model	72