Abstract

Demand-side resources (DSRs) have been shown to be valuable for providing reserve capacity and enhancing the reliability of power systems with high wind power penetration. The successful utilization of DSRs relies heavily upon the infrastructure of advanced information and communication technologies (ICTs). Notably, ICT systems may suffer from cyber attacks and communication latency, which could result in the malfunctions of DSRs and consequently bring adverse impacts on the reliability of power systems. In this paper, a novel operating reliability evaluation framework for multi-state power systems with DSRs and wind power considering malfunctions of cyber systems is proposed. For avoiding increasing complexity caused by multiple system states, an analytic method based on Lz transform technique is proposed to achieve dynamic system reliability. The reliability model for a typical hierarchical decentralized control infrastructure in demand side considering cyber attacks and communication latency is first proposed. Then, reserve capacity from DSRs considering stochastic behavior under the cyber infrastructure is modelled. Moreover, multi-state models for power generation systems with stochastic wind power and conventional generation are developed considering cyber malfunctions. Reliability indices based on load curtailment by conducting optimal power flow for various system states are utilized for reliability assessment. A modified IEEE RTS with four cases is adopted to validate the proposed model and method, which denotes that reserve capacity from DSRs can definitely enhance system operating reliability and affected by proportions of DSRs, consideration of cyber malfunctions, actual committed time for DSRs and initial system conditions.

Highlights

  • Smart grids stand as a typical application of Internet of Things technologies, in which advanced information technologies have created a strong connection between power cyber systems and power physical systems [2]

  • Scenario A denotes the system without the consideration of cyber malfunctions where there is no occurrence of cyber attacks and communication latency

  • This paper proposes a reliability evaluation framework based on Lz transform for power systems with demand-side resources (DSRs) considering cyber malfunctions due to cyber attacks and communication latency

Read more

Summary

INTRODUCTION

The contributions of this paper can be summarized as follows: 1) A novel operating reliability evaluation framework for multi-state power systems with DSRs considering cyber malfunctions is proposed for avoiding increasing complexity caused by multiple system states. Multi-state models for stochastic reserve capacity from DSRs and generation systems with wind power are respectively proposed, considering cyber malfunctions due to cyber attacks and communication latency. 2) MULTI-STATE MODEL FOR A WIND FARM CONSIDERING CYBER SYSTEMS For a wind farm at bus i consisting of various wind turbines, the Lz transform of power output of the wind farm can be presented utilizing parallel operator p in (20). The available power generation of a wind farm at bus i considering random malfunctions of cyber systems can be represented utilizing the multiply operator m in the following polynomial

MULTI-STATE MODEL FOR CONVENTIONAL GENERATION SYSTEMS WITH CYBER MALFUNCTIONS
RELIABILITY EVALUATION PROCEDURE
SYSTEM STUDIES
CASE 2
CASE 3
Findings
CONCLUSION
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call