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Article

Hydrothermal Economic Dispatch Incorporating the Valve Point Effect in Thermal Units Solved by Heuristic Techniques

by
Katherine Hernández
,
Carlos Barrera-Singaña
*,† and
Luis Tipán
Department of Electrical Engineering, Universidad Politécnica Salesiana, Quito EC170702, Ecuador
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Energies 2025, 18(11), 2789; https://doi.org/10.3390/en18112789
Submission received: 21 April 2025 / Revised: 19 May 2025 / Accepted: 22 May 2025 / Published: 27 May 2025
(This article belongs to the Special Issue Planning, Operation, and Control of New Power Systems)

Abstract

This document explores short-term hydrothermal economic dispatch (HTED) while explicitly modeling the valve-point effect of thermal units as a factor that adds complexity to power system optimization. Two nature-inspired optimizers, the Bat Algorithm (BAT) and the Artificial Bee Colony (ABC) algorithm, were used on a 24 h horizon for nine unit power plants (five thermal, four hydro). After 30 independent runs, BAT produced the lowest daily operating cost at USD 307,952.44, whereas ABC obtained USD 311,457.48, a 1.14% saving (USD 3.5 k) in favour of BAT. However, ABC converged almost twice as fast, stabilizing after around 40 iterations, while BAT required around 80 iterations. The results demonstrate that BAT offers a modest but measurable economic advantage, whereas ABC provides faster convergence, which is important when real-time computational limits dominate. These quantitative findings confirm that meta-heuristic techniques are practical tools for HTED and highlight the trade-off between cost minimization and computational speed.
Keywords: artificial bee colony algorithm; bat algorithm; hydrothermal economic dispatch; metaheuristic optimization; valve point effect artificial bee colony algorithm; bat algorithm; hydrothermal economic dispatch; metaheuristic optimization; valve point effect

Share and Cite

MDPI and ACS Style

Hernández, K.; Barrera-Singaña, C.; Tipán, L. Hydrothermal Economic Dispatch Incorporating the Valve Point Effect in Thermal Units Solved by Heuristic Techniques. Energies 2025, 18, 2789. https://doi.org/10.3390/en18112789

AMA Style

Hernández K, Barrera-Singaña C, Tipán L. Hydrothermal Economic Dispatch Incorporating the Valve Point Effect in Thermal Units Solved by Heuristic Techniques. Energies. 2025; 18(11):2789. https://doi.org/10.3390/en18112789

Chicago/Turabian Style

Hernández, Katherine, Carlos Barrera-Singaña, and Luis Tipán. 2025. "Hydrothermal Economic Dispatch Incorporating the Valve Point Effect in Thermal Units Solved by Heuristic Techniques" Energies 18, no. 11: 2789. https://doi.org/10.3390/en18112789

APA Style

Hernández, K., Barrera-Singaña, C., & Tipán, L. (2025). Hydrothermal Economic Dispatch Incorporating the Valve Point Effect in Thermal Units Solved by Heuristic Techniques. Energies, 18(11), 2789. https://doi.org/10.3390/en18112789

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