Evidence map›Paper›PMID 40251357›Full record

ArticleScientific reports2025

Optimizing power network expansion with pumped hydro energy storage using a multi-objective enhanced spider wasp optimizer approach.

Mohamed M Refaat, Saad F Al-Gahtani, Hussain Bassi, Ziad M Ali, Shady H E Abdel Aleem

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mohamed M RefaatPhotovoltaic Cells Department, Electronics Research Institute, Cairo, 11843, Egypt.
Saad F Al-GahtaniDepartment of Electrical Engineering, College of Engineering, King Khalid University, 61421, Abha, Saudi Arabia.
Hussain BassiWater Technologies Innovation Institute & Research Advancement (WTIIRA), Saudi Water Authority (SWA), Al Jubail, Saudi Arabia.
Ziad M AliElectrical Engineering Department, College of Engineering, Prince Sattam Bin Abdulaziz University, 11991, Wadi Addawaser, Saudi Arabia. dr.ziad.elhalwany@aswu.edu.eg.
Shady H E Abdel AleemDepartment of Electrical Engineering, Institute of Aviation Engineering and Technology, Giza, 25152, Egypt.

Funding

King Khalid University RGP2/472/45
6 · The paper itself

Abstract

Integrating energy storage systems, particularly pumped hydro energy storage (PHES), is crucial for enhancing grid reliability and ensuring a balanced supply and demand. This study explores the impact of PHES integration on power network expansion planning (PNEP). Four PHES technologies are analyzed, including those proposed by the Electric Power Research Institute (EPRI), the Energy Information Administration (EIA), the Bonneville Power Administration (BPA), and the Swan Lake case, to assess their economic impact on network expansion strategies. The analysis incorporates planned infrastructure components such as renewable energy sources, transmission lines and Thyristor-controlled series compensators. The problem is framed as a comprehensive multi-objective optimization model designed to minimize the cost of network expansion while maximizing the benefits of integrating various PHES technologies. The Enhanced Spider Wasp Optimizer (ESWO) is suggested as the solution to this optimization challenge. The ESWO employs a variable reduction technique to simplify the problem complexity and improve performance. Simulations conducted on the Garver network and the IEEE 24-bus system indicate that the BPA technology significantly facilitates power network expansion. In the Garver network, the BPA case achieves a cost reduction ranging from 1.23 to 24.84% compared to other technologies. For the IEEE 24-bus system, BPA's cost reduction is 3.37% compared to EPRI and 5.56% compared to EIA. The results also highlight the ESWO algorithm's efficiency in managing the complexities of the PNEP problem with integrated energy storage considerations.

Indexed as

Enhanced spider wasp optimizerOptimizationPower network expansion planningPumped hydro energy storageRenewables

Identifiers

PMID40251357
PMCPMC12008300

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.