An online reinforcement learning-based energy management strategy for microgrids with centralized control
To address the issue of significant unpredictability and intermittent nature of renewable
energy sources, particularly wind and solar power, this paper introduces a novel …
energy sources, particularly wind and solar power, this paper introduces a novel …
Edge-Centric Collaborative Federated Learning for Irrigation Management of Paddy Fields Using Agriculture Sensor Data Processing
N Singh, M Adhikari - IEEE Sensors Letters, 2024 - ieeexplore.ieee.org
This letter explores the integration of federated learning (FL) techniques into edge networks
to address the pressing issue of inefficient irrigation practices in paddy fields by proposing a …
to address the pressing issue of inefficient irrigation practices in paddy fields by proposing a …
Smooth operation changeover scheme for dual stage BES-SPVA grid coupled system
The integration of a solar photovoltaic array (SPVA) system with local non-linear loads into
utility grid presents a complex undertaking. This complexity arises from additional strain …
utility grid presents a complex undertaking. This complexity arises from additional strain …
[HTML][HTML] Investigation of self-excited induction generator for supporting domestic loads and its extension to a microgrid
A Chatterjee - Energy Storage and Conversion, 2024 - ojs.acad-pub.com
This study provides a technical and financial analysis for the incorporation of a microgrid
structure with a wind energy conversion system for producing electricity. This study's primary …
structure with a wind energy conversion system for producing electricity. This study's primary …
Wind Power Forecasting using Type-2 Fuzzy Control and its Optimization based on Artificial Neural Network for Small Scale Wind Power
A Chatterjee - Journal of Fuzzy Systems and Control, 2024 - ejournal.ptti.web.id
Improving the efficiency and economic feasibility of variable renewable resources, wind
speed forecasting can improve the quality of wind energy generation. By using the …
speed forecasting can improve the quality of wind energy generation. By using the …
Wind Power Generation for Isolated Loads with IoT-based Smart Load Controller
A Chatterjee - Journal of Fuzzy Systems and Control, 2024 - ejournal.ptti.web.id
This study presents an investigation of combining a microgrid structure for the generation of
power with a wind energy conversion system. The chief purpose of the study is to provide a …
power with a wind energy conversion system. The chief purpose of the study is to provide a …