Predicting Gasoline Vehicle Fuel Consumption in Energy and Environmental Impact Based on Machine Learning and Multidimensional Big Data

Physics-informed machine learning: case studies for weather and climate modelling

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Use of Artificial Neural Networks to Predict Fuel Consumption on the Basis of Technical Parameters of Vehicles

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Impacts of the New Worldwide Light-Duty Test Procedure on Technology Effectiveness and China’s Passenger Vehicle Fuel Consumption Regulations

(2021) Kangda Chen et al.   International Journal of Environmental Research and Public Health

Estimation of Real-World Fuel Consumption Rate of Light-Duty Vehicles Based on the Records Reported by Vehicle Owners

(2021) Isabella Yunfei Zeng et al.   Energies

Challenges toward carbon neutrality in China: Strategies and countermeasures

(2021) Xin Zhao et al.   RESOURCES CONSERVATION AND RECYCLING

Long-Term Impact of China’s Returning Farmland to Forest Program on Rural Economic Development

(2020) Yuchen Gao et al.   Sustainability

Vehicle Fuel Consumption Prediction Method Based on Driving Behavior Data Collected from Smartphones

(2020) Ying Yao et al.   JOURNAL OF ADVANCED TRANSPORTATION

Fuel consumption and emission performance from light-duty conventional/hybrid-electric vehicles over different cycles and real driving tests

(2020) Yachao Wang et al.   FUEL

Effectiveness of hybrid powertrains to reduce the fuel consumption and NOx emissions of a Euro 6d-temp diesel engine under real-life driving conditions

(2019) José Manuel Luján et al.   ENERGY CONVERSION AND MANAGEMENT

Analysis of the impact of gasoline, biogas and biogas + hydrogen fuels on emissions and vehicle performance in the WLTC and NEDC

(2019) Yasin Karagöz   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Impact factors of the real-world fuel consumption rate of light duty vehicles in China

(2019) Tian Wu et al.   ENERGY

The gap between certified and real-world passenger vehicle fuel consumption in China measured using a mobile phone application data

(2018) Maya Ben Dror et al.   ENERGY POLICY

Predicting fuel consumption for commercial buildings with machine learning algorithms

(2017) Aowabin Rahman et al.   ENERGY AND BUILDINGS

From laboratory to road: Modeling the divergence between official and real-world fuel consumption and CO2 emission values in the German passenger car market for the years 2001–2014

(2017) Uwe Tietge et al.   ENERGY POLICY

Fuel consumption and CO 2 emissions from passenger cars in Europe – Laboratory versus real-world emissions

(2017) Georgios Fontaras et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Energy-saving benefits from plug-in hybrid electric vehicles: perspectives based on real-world measurements

(2017) Boya Zhou et al.   Mitigation and Adaptation Strategies for Global Change

Fuel consumption model for conventional diesel buses

(2016) Jinghui Wang et al.   APPLIED ENERGY

CO 2 emissions and energy demands of vehicles tested under the NEDC and the new WLTP type approval test procedures

(2016) Jelica Pavlovic et al.   APPLIED ENERGY

Modeling of the air conditions effects on the power and fuel consumption of the SI engine using neural networks and regression

(2016) Mohammad Rahimi-Gorji et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Modeling of vehicle fuel consumption and carbon dioxide emission in road transport

(2016) Mehrsa Ehsani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of vehicle fuel consumption models to evaluate eco-driving and eco-routing

(2016) Min Zhou et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Analysis of fuel consumption and pollutant emissions of regulated and alternative driving cycles based on real-world measurements

(2016) G.O. Duarte et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Does driving behavior matter? An analysis of fuel consumption data from heavy-duty trucks

(2015) Hans Jakob Walnum et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Analytic Modeling of Vehicle Fuel Consumption

(2013) Michael Ben-Chaim et al.   Energies

Ecological Vehicle Control on Roads With Up-Down Slopes

(2011) M. A. S. Kamal et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Genetic programming approach to predict torque and brake specific fuel consumption of a gasoline engine

(2010) Necla Togun et al.   APPLIED ENERGY

Prediction of torque and specific fuel consumption of a gasoline engine by using artificial neural networks

(2009) Necla Kara Togun et al.   APPLIED ENERGY

The effects of route choice decisions on vehicle energy consumption and emissions

(2008) Kyoungho Ahn et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT