[PDF][PDF] Optimization techniques for operation and control of microgrids–Review

C Suchetha, J Ramprabhakar - Journal of Green Engineering, 2018 - riverpublishers.com
Microgrid systems show great promise in integrating large numbers of distributed generation
systems, based on renewable energy sources into future power systems. The characteristics …

Predicting the power output of a grid-connected solar panel using multi-input support vector regression

R Nageem, R Jayabarathi - Procedia computer science, 2017 - Elsevier
As the penetration of photovoltaic power is increasing, utilities are concerned about its
impact on distribution grid. Due to the variable nature of solar power, predicting the power …

[HTML][HTML] Operation and control of microgrids using IoT (internet of things)

D Voumick, P Deb, MM Khan - Journal of Software Engineering and …, 2021 - scirp.org
The current microgrid power management system is undergoing a significant and drastic
overhaul. The integration of existing electrical infrastructure with an information and …

Integration of renewable energy sources with power management strategy for effective bidirectional vehicle to grid power transfer

P Siddhartha, T Sujeeth, B Shiva… - Procedia Computer …, 2023 - Elsevier
The high proportion of Electric vehicles (EV) escalates the demand for rapid charging
stations, putting a strain on the present grid infrastructure. Installing charging stations can …

Wind speed prediction using deep learning-LSTM and GRU

VB Kumar, VM Nookesh, BS Saketh… - … on Smart Electronics …, 2021 - ieeexplore.ieee.org
Generally, wind speed prediction plays a vital role in generation of wind power. Lately, wind
power generation has developed quickly, and the exactness expectation of wind power …

[HTML][HTML] Whale Optimization Algorithm BP Neural Network with Chaotic Mapping Improving for SOC Estimation of LMFP Battery

J Ouyang, H Lin, Y Hong - Energies, 2024 - mdpi.com
The state of charge (SOC) is a core parameter in the battery management system for LMFP
batteries. Accurate SOC estimation is crucial for ensuring the safety and reliability of energy …

Fault detection and classification in power transmission lines using back propagation neural networks

ON Teja, MS Ramakrishna… - … on Smart Electronics …, 2020 - ieeexplore.ieee.org
Generally, overhead power transmission system is a set of conductors used to transfer
power from generation station to consumer side. Since the conductors are left uncovered …

Intelligent Energy Management System of a Microgrid Using Optimization Techniques

CK Rao, SK Sahoo, FF Yanine - Microgrid, 2024 - taylorfrancis.com
To fulfill the demands of rising energy consumption, reduce environmental pollution, and
generates socioeconomic advantages for a more sustainable future, the use of renewable …

Suitability assessment of weather networks for wind data measurements in the athabasca oil sands area

D Deshmukh, MR Ahmed, JA Dominic, A Gupta… - Climate, 2022 - mdpi.com
The Athabasca Oil Sands Area (AOSA) in Alberta, Canada, is considered to have a high
density of weather stations. Therefore, our objective was to determine an optimal network for …

Comparative study of Wind Speed Forecasting using Machine Learning

VM Nookesh, VB Kumar, BS Saketh… - … on Smart Electronics …, 2021 - ieeexplore.ieee.org
With the usage of De-regulated power system lately, power system maintenance has been a
major issue. In order to maintain microgrid stability and reliability, wind speed prediction is …