A survey of artificial hummingbird algorithm and its variants: statistical analysis, performance evaluation, and structural reviewing

M Hosseinzadeh, AM Rahmani, FM Husari… - … Methods in Engineering, 2024 - Springer
In the last few decades, metaheuristic algorithms that use the laws of nature have been used
dramatically in numerous and complex optimization problems. The artificial hummingbird …

[HTML][HTML] Optimizing reactive power dispatch with metaheuristic algorithms: A review of renewable distributed generation integration with intermittency considerations

P Megantoro, S Abd Halim, NAM Kamari, LJ Awalin… - Energy Reports, 2025 - Elsevier
The integration of renewable energy sources into power systems is becoming increasingly
important. Renewable energy sources (RESs) help decrease dependency on fossil-fuel …

[HTML][HTML] Solving stochastic optimal reactive power dispatch using an Adaptive Beluga Whale optimization considering uncertainties of renewable energy resources …

M Ebeed, S Ali, AM Kassem, M Hashem… - Ain Shams Engineering …, 2024 - Elsevier
The electrical system performance can be improved considerably by controlling the reactive
power flow in the system. The reactive power control can be achieved by optimal reactive …

[HTML][HTML] Optimal operation of distribution networks considering renewable energy sources integration and demand side response

AT Hachemi, F Sadaoui, A Saim, M Ebeed, HEA Abbou… - Sustainability, 2023 - mdpi.com
This paper demonstrates the effectiveness of Demand Side Response (DSR) with
renewable integration by solving the stochastic optimal operation problem (OOP) in the IEEE …

Short-term pumped storage hydrothermal generation scheduling considering uncertainty of load demand and renewable energy sources

M Basu, S Das - Journal of Energy Storage, 2023 - Elsevier
This manuscript suggests quasi-oppositional fast convergence real coded genetic algorithm
for determining short-term optimum generation schedule of variable head and fixed head …

Modified reptile search algorithm for optimal integration of renewable energy sources in distribution networks

AT Hachemi, F Sadaoui, S Arif, A Saim… - Energy Science & …, 2023 - Wiley Online Library
This paper introduces a Modified Reptile Search Algorithm (MRSA) designed to optimize the
operation of distribution networks (DNs) considering the growing integration of renewable …

[HTML][HTML] Techno-economic comparison of dispatch strategies for stand-alone industrial demand integrated with fossil and renewable energy resources

K Zamanpour, MAV Rad, N Saberi, L Fereidooni… - Energy Reports, 2023 - Elsevier
The industrial sector is the world's largest energy consumer and carbon emitter. In Iran, the
importance of applying new energy resources is even greater due to industrial growth, the …

Enhanced artificial hummingbird algorithm for global optimization and engineering design problems

H Bakır - Advances in Engineering Software, 2024 - Elsevier
The artificial hummingbird algorithm (AHA) is a recently introduced versatile metaheuristic
optimizer that simulates flight patterns and intelligent foraging skills of hummingbirds. It has …

Low-carbon economic scheduling strategy for active distribution network considering carbon emissions trading and source-load side uncertainty

X Yang, L Meng, X Gao, W Ma, L Fan, Y Yang - Electric Power Systems …, 2023 - Elsevier
The double uncertainty of the source-load side poses a new challenge to the reliability of the
low carbon scheduling in the active distribution network (ADN) system. In this study, a low …

Optimal power flow approaches for a hybrid system using metaheuristic techniques: a comprehensive review

A Saini, OP Rahi - International Journal of Ambient Energy, 2024 - Taylor & Francis
Owing to rapid industrialisation, the need for electrical energy to fulfil the system load
demand at the consumer end has increased exponentially. Optimal Power Flow (OPF) …