OOIR: Observatory of International Research

Papers

(The H4-Index of Applied Energy is 106. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

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
Peer-to-peer energy systems for connected communities: A review of recent advances and emerging challenges	265
Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives	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
Electric load forecasting based on deep learning and optimized by heuristic algorithm in smart grid	182
Low carbon roadmap of residential building sector in China: Historical mitigation and prospective peak	182
Global potential of green ammonia based on hybrid PV-wind power plants	175
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
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
An integrated blockchain-based energy management platform with bilateral trading for microgrid communities	168
Uncovering the true cost of hydrogen production routes using life cycle monetisation	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
Does carbon emissions trading promote green technology innovation in China?	146
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
Deep learning for load forecasting with smart meter data: Online Adaptive Recurrent Neural Network	143
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
Influence of particle size on the effective thermal conductivity of nanofluids: A critical review	141
Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning	141
Carbon price forecasting based on CEEMDAN and LSTM	139
Ammonia to power: Forecasting the levelized cost of electricity from green ammonia in large-scale power plants	137
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
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
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
Material and energy flows of the iron and steel industry: Status quo, challenges and perspectives	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
Lithium-ion battery capacity estimation — A pruned convolutional neural network approach assisted with transfer learning	126
Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions	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
Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm	121
Thermal management of polymer electrolyte membrane fuel cells: A review of cooling methods, material properties, and durability	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
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting	118
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

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
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
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
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
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing	112
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
From concept to application: A review of use cases in urban building energy modeling	111
Hard-to-Abate Sectors: The role of industrial carbon capture and storage (CCS) in emission mitigation	111
Incremental capacity analysis based adaptive capacity estimation for lithium-ion battery considering charging condition	110
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
A review of energy storage technologies for large scale photovoltaic power plants	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