Abstract

One of the major challenges in the area of smart grids is the management of power between consumers and generators. Traditionally, the power mismatch is managed in a centralized fashion which has major shortcomings of complexity, requires large bandwidth, ineffectiveness, and unscalable. To address these problems, this paper presents a novel distributed mismatch technique in smart grids. In this algorithm, every generation and consumer unit, has to estimate the total power that has been generated, the total load and the power mismatches. The coordination and control of power nodes is achieved through distributed manner. The proposed technique achieves through consensus algorithms. Such distributed technique prevails task sharing, surviving on single link failure, efficient decision making, the fastest convergence, and autonomy for the global power nodes. The technique is suitable for all types of grid in islanded and connected mode. We evaluated optimization factors: rapid convergence, fast computation, scalability and effectiveness. The proposed distributed network examined power systems using random, unreliable, unpredicted, and arbitrary topologies. It explores distributed node convergence, optimality, and status sharing through Graphs and Matrix theories. The communication reliability, link stability, privileges distribution, comparative cost, and adoptability of propose distributed technique has been assessed. Moreover, the proposed scheme is evaluated under different communication topologies and experimental testbed results to explain the effectiveness of the algorithm.

Highlights

  • Researchers and engineers in the field of power systems propose the integration of renewable energy sources to balance supply of power in accordance with the increase in power demand

  • PROBLEM FORMULATION This paper introduces a novel approach of consensusability of distributed control of power mismatch estimation using random communication links

  • In this paper, an energy management system is proposed to implement in distributed fashion

Read more

Summary

INTRODUCTION

Researchers and engineers in the field of power systems propose the integration of renewable energy sources to balance supply of power in accordance with the increase in power demand. Frequency control and distributed energy resources proposed for coordinating real-time issues of power management systems [7]. The distributed control mechanisms of power system management efficiently implement for power nodes cooperation and ancillary services It handles different types of power grids, energy systems, transient stability constraints, inverter-based microgrids, frequency and voltage regulation, faults handling, and service restoration issues [8]–[10]. In contrast to centralized management systems, the distributing system efficiently computes power mismatch issues in a coordinated and control manner. This approach needs not architectural changes and explicit protocols for implementations It replaces the centralized mechanism of computation power mismatch with distributed control systems. Such system collects information from closely neighbor power node to estimate power mismatch.

RELATED WORK
COMMUNICATION NETWORK
MOTIVATING EXAMPLE
MODELING GENERATOR DYNAMICS
MODELING CONTROLLERS
PROPOSED COMMUNICATION NETWORK
PROBLEM FORMULATION
PROPOSED ALGORITHM
CONSENSUSABILITY AND ALGORITHM RESILIENCY
DISTRIBUTED SYSTEM CONVERGENCE
Estimate:
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