Evidence map›Paper›PMID 42115192›Full record

ArticleScientific reports2026

A novel fractional order controller for stability enhancement of renewable energy integrated multi area power system with hybrid energy storage.

Shreekanta Kumar Ojha, Chinna Obaiah Maddela, Laishram Nikita Chanu

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

3 authors.

Shreekanta Kumar OjhaVellore Institute of Technology, Vellore, 632014, Tamilnadu, India.
Chinna Obaiah MaddelaVellore Institute of Technology, Vellore, 632014, Tamilnadu, India. chinna.obaiah@vit.ac.in.
Laishram Nikita ChanuVellore Institute of Technology, Vellore, 632014, Tamilnadu, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing penetration of RESs in modern power systems introduces significant challenges to frequency stability due to their intermittent nature and reduced system inertia. These issues result in larger frequency deviations and degraded system reliability. To address these challenges, this paper proposes a novel cascade controller, namely 2DOF-FOPIDN-(1+I[Formula: see text]D[Formula: see text]), for effective LFC in interconnected power systems integrated with ESSs. The ESS configuration includes battery, flywheel, ultra-capacitor, and superconducting magnetic energy storage systems to provide fast power support and virtual inertia. The controller parameters are optimally tuned using the Human Conception Optimizer (HCO) algorithm based on the ITAE criterion. The proposed approach is evaluated on a two-area interconnected power system while incorporating key nonlinearities, including GDB, GRC, and boiler dynamics, to reflect practical operating conditions and ensure realistic system representation. Simulation results demonstrate that the proposed method significantly enhances system performance, achieving up to 94.61% reduction in settling time and 71.29% improvement in performance index under nonlinear conditions. Additionally, under RES integration, frequency deviation and overshoot are reduced by up to 67.05% and 85.48%, respectively. These results confirm that the proposed controller provides improved stability, reduced oscillations, and enhanced robustness, making it a promising solution for modern renewable-integrated power systems.

Indexed as

Energy storage systemHuman conception optimizerLoad frequency controlRenewable energy sources

Identifiers

PMID42115192
PMCPMC13350818

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LicenceCC BY-NC-ND
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Registered trials

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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.