Skip to content
Open access

LADRC-based optimization and tri-layer verification of process-layer virtual circuits in smart substations

Aug 2026 · Frontiers in Energy Research · Vol 14 · 0 citations · 28 references

TL;DR

An LADRC -based disturbance-estimation and supervisory scheduling method for process-layer virtual circuit connection and verification and the research results provide theoretical and technical support for improving the communication robustness and connection stability of smart substations.

Abstract

As the core hub of the modern power system, the dynamic disturbance suppression and connection stability of the virtual circuit in the process layer of the intelligent substation are the key challenges to ensure reliable grid operation. Aiming at the problems such as the limited adaptability of traditional feedback-based strategies under nonlinear communication disturbances such as communication delay and packet loss, and the lack of real-time adaptability of static configuration mechanisms, this paper proposes an LADRC -based disturbance-estimation and supervisory scheduling method for process-layer virtual circuit connection and verification. By constructing the Linear Extended State Observer (LESO), multi-source disturbances (such as delay jitter, packet loss, and queue congestion) manifested across the network layer, protocol layer, and underlying physical infrastructure are estimated in real time as a filtered total-disturbance signal. The experimental results show that: Compared with the traditional baseline strategies, the proposed method improves communication delay-related performance, reducing the observed average end-to-end latency from 2.47 ms to 1.28 ms under typical disturbance scenarios, decreases the packet loss rate by 88.5% (0.06% vs. 0.52%), and increases the jitter suppression rate by 127%. The research results provide theoretical and technical support for improving the communication robustness and connection stability of smart substations.

Read PDF

Similar papers

Open access Aug 2026

Enhancing the Robustness of Cyber–Physical Power Systems: Optical Configuration of Software-Defined Optical Networks

This paper incorporates the flexible optical-layer resource scheduling capability of software-defined optical networks (SDONs) and proposes an SDON-enabled CPPS model along with a control network optimization method, and proposes a multidimensional vulnerability assessment method for CPPSs.

Chao Fang, Yuyin Qiu, Zian Cheng et al. · 0 citations
Open access Aug 2026

Dynamic routing with deterministic scheduling and self-healing recovery for industrial thermal storage networks in a hybrid physical emulation testbed

A Thermal-State-Aware Dynamic Routing (TSDR) method that integrates thermal criticality with link delay, jitter, packet-delivery probability, congestion, energy cost, and fault risk in a constrained multi-criteria path-selection framework is proposed.

Abed Saif Ahmed Alghawli, Ali Raza, Altahir Saad Ahmed et al. · 0 citations
Conference Open access 2026

Edge Computing and Real‑time Load Regulation System in Smart Grid

This paper constructs a three-level collaborative architecture of edge, region, and cloud, designs an edge node deployment scheme based on load density orientation and a fusion communication mechanism, proposes an improved lightweight LSTM real-time load prediction model, and builds an actual distribution network sub-a...

Yu-Xin Tang · 0 citations
Open access 2026

Disturbed Dynamic Analysis and Robust Decision-Making Control of Complex Networks

: Complex networks in cyber–physical, transportation, and information infrastructures operate under topology variations, unmeasured disturbances, and limited actuation. This paper proposes robust disturbance-aware data-driven decision control (R-D3C), which couples a sliding-window graph-regularized estimator, disturba...

Xiu-Sen Wang, Zheng Fang, Jie Chen · 0 citations
Open access Aug 2026

End-to-End Delay Minimization for IPv6 Power Communication Networks Based on Deep Deterministic Policy Gradient

The IPv6 power communication network is the core infrastructure supporting smart grid dispatch and control, data transmission, and business linkage. In this environment, substations, distributed-energy devices, and edge terminals use IPv6 for unified addressing and end-to-end interconnection, while Traffic Class and Fl...

X. Lin, F.-F. Hu, L. Wu · 0 citations
Open access Sep 2026

Access Mechanism of Power SDN Controller Based on Multi-level Distributed Control

The research model provides an efficient solution for the intelligent access of power software-defined network controllers and contributes to promoting the high-quality development of power communication networks.

Yuan-Jie Liu, Zhong-Miao Kang, Jia-Jian Fu et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.