Received power prediction for suburban environment based on neural network

L Wu, D He, K Guan, B Ai… - 2020 International …, 2020 - ieeexplore.ieee.org
… architectures are established to predict received power in this work. A simple and effective
environmental feature is defined, which avoids the cumbersome process of 3D environment

Machine learning-based radio coverage prediction in urban environments

S Mohammadjafari, S Roginsky… - … on Network and …, 2020 - ieeexplore.ieee.org
… , fast prediction methods are needed to estimate the power … of simulated power at each point
in an environment for a given … and tested in urban and suburban environments, where the …

Forecasting hydrogen production from wind energy in a suburban environment using machine learning

A Javaid, U Javaid, M Sajid, M Rashid, E Uddin, Y Ayaz… - Energies, 2022 - mdpi.com
… Hydro power has a significant environmental impact on natural waterways, although dams
… store it in an environmentally friendly, cost-effective manner. The prediction of wind speed …

Urban micro-climate prediction through long short-term memory network with long-term monitoring for on-site building energy estimation

M Zhang, X Zhang, S Guo, X Xu, J Chen… - Sustainable Cities and …, 2021 - Elsevier
… building envelope and indoor environment and building energy to … Due to uncontrollable
factors such as instrument power … data and suburban station data, the predicted values followed …

[HTML][HTML] Correlation analysis of three-parameter Weibull distribution parameters with wind energy characteristics in a semi-urban environment

W Wang, C Qin, J Zhang, C Wen, G Xu - Energy Reports, 2022 - Elsevier
… Weibull distribution and wind power density in semi urban environment is established. … better
predict the output characteristics and safety performance of small wind turbines in suburban

The effects of dynamic traffic conditions, route characteristics and environmental conditions on trip-based electricity consumption prediction of electric bus

P Li, Y Zhang, K Zhang, M Jiang - Energy, 2021 - Elsevier
suburbs and urban area. In general, there are not too much traffic congestion and lower
ridership during the trip between suburbs … variability and more auxiliary power consumption (ie, …

Adaptive energy management for fuel cell hybrid power system with power slope constraint and variable horizon speed prediction

J Chen, H He, S Quan, Z Zhang, R Han - International Journal of Hydrogen …, 2023 - Elsevier
… Simulation results under West Virginia University Suburban (WVUSUB) show that the … For
the environmental and energy problems caused by the development of the automobile industry…

Prediction power of logistic regression (LR) and Multi-Layer perceptron (MLP) models in exploring driving forces of urban expansion to be sustainable in estonia

N Mozaffaree Pour, T Oja - Sustainability, 2021 - mdpi.com
… [82] that suburbs of Tallinn are transforming from non-urban … showed that although transforming
suburban land into urban … taking advantage of environmental attractions in the suburbs. …

A method for estimating the potential power available to building mounted wind turbines within turbulent urban air flows

FC Emejeamara, AS Tomlin - Renewable Energy, 2020 - Elsevier
… potential turbine sites within urban/suburban environments as inputs to a vertical … prediction
of the turbine power output should generic power curves be applied within built environments

A study of the LoRa signal propagation in forest, urban, and suburban environments

AE Ferreira, FM Ortiz, LHMK Costa, B Foubert… - Annals of …, 2020 - Springer
suburban and urban environments. Our urban and suburban communication analysis considers
the power … Recommendations P.1546-5 and P.1812-4 propose propagation prediction