LSTM forecasting for long-term MHP performance in irrigation: A feasibility study

Beril Ejder, Oğuzhan Ulucak, Ulku Ece Ayli, Kutay Celebioglu, Selin Aradag, TOBB ETU Hydro Energy Research Laboratory , ETU Hydro, Department of Mechanical Engineering, TED University, Department of Mechanical Engineering, Gazi University

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy

Published online on June 01, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, Ahead of Print.
This study presents a feasibility assessment of hydroelectric energy generation using an inline-pipe Pelton turbine installed on the Akbaş Irrigation Channel in the Denizli region. The design flow rate and turbine operating characteristics were determined ...