32 citations · 76 across the 25 of their papers we have counts for
5 papers · 1 filter
Foundation Models for Clean Energy Forecasting: A Comprehensive Review
Md Meftahul Ferdaus, Tanmoy Dam, Md Rasel Sarkar +2
As global energy systems transit to clean energy, accurate renewable generation and renewable demand forecasting is imperative for effective grid management. Foundation Models (FMs…
Enhancing Wind Power Forecast Precision via Multi-head Attention Transformer: An Investigation on Single-step and Multi-step Forecasting
Md Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam +2
The main objective of this study is to propose an enhanced wind power forecasting (EWPF) transformer model for handling power grid operations and boosting power market competition.…
A Generic Self-Evolving Neuro-Fuzzy Controller based High-performance Hexacopter Altitude Control System
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti +1
Nowadays, the application of fully autonomous system like rotary wing unmanned air vehicles (UAVs) is increasing sharply. Due to the complex nonlinear dynamics, a huge research int…
Development of c-means Clustering Based Adaptive Fuzzy Controller for A Flapping Wing Micro Air Vehicle
Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt +1
Advanced and accurate modelling of a Flapping Wing Micro Air Vehicle (FW MAV) and its control is one of the recent research topics related to the field of autonomous Unmanned Aeria…
Generic Evolving Self-Organizing Neuro-Fuzzy Control of Bio-inspired Unmanned Aerial Vehicles
MD. Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G Anavatti +2
At recent times, with the incremental demand of the fully autonomous system, a huge research interest is observed in learning machine based intelligent, self-organizing, and evolvi…