Power Grid Fault Prediction System Collaborates with Power Supply Guarantee Command Platform for Smart Grid

نویسندگان

چکیده

Abstract The safe operation of power system is a pretty important part for the whole society and it influencing everyone’s daily life. As biggest company, State Grid Corporation China has to ensure normal grid. However, can be affected by several issues such as all kinds extreme weather, aging equipment, with rapid development national economy industry, electricity loads are becoming complicated diversified. Due reasons above, pressure on grid increasing significantly. In order guarantee safety system, we propose new including fault predicting aftertreatment part. For part, machine learning technologies used especially Hawkes process model, predict when what kind may happen, which failures prevented effectively. supply command platform established that send abnormal information headquarters at very beginning then our will search optimal maintainer intelligently solve problem immediately.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Advanced Hysteresis Controller to Improve Voltage Profile of Power System with PV Units: A Smart Grid Power Exchange Framework

Unlike traditional power grids, smart grids have the advantage of bidirectional power flow and having distributed generations. Distributed generation systems are usually supplied by renewable sources which can cause unpredicted voltage fluctuations as a result of being intermittent. While traditional compensating devices deal with the problem of voltage fluctuation and reduced power quality wit...

متن کامل

Power System Stability Enhancement through Smart Grid Technologies with DRS

Smart grid is a new developing concept in power system. This technology observes the state of power system and intelligently take decisions to quickly clear faults, restores power and monitor demand to preserve the stability and performance of the electric power network formerly done by engineers. This paper discusses the technologies of smart grid and presents a developed model to illustrate t...

متن کامل

an advanced hysteresis controller to improve voltage profile of power system with pv units: a smart grid power exchange framework

unlike traditional power grids, smart grids have the advantage of bidirectional power flow and having distributed generations. distributed generation systems are usually supplied by renewable sources which can cause unpredicted voltage fluctuations as a result of being intermittent. while traditional compensating devices deal with the problem of voltage fluctuation and reduced power quality wit...

متن کامل

Risk Level Evaluation for Power System Facilities in Smart Grid

Reliability Centered Maintenance(RCM) is one of most widely used methods in the modern power system to schedule a maintenance cycle and determine the priority of inspection. In order to apply the RCM method to the Smart Grid, a precedence study for the new structure of rearranged system should be performed due to introduction of additional installation such as renewable and sustainable energy r...

متن کامل

Smart Grid - The New and Improved Power Grid: A Survey

The Smart Grid, regarded as the next generation power grid, uses two-way flows of electricity and information to create a widely distributed automated energy delivery network. In this article, we survey the literature till 2011 on the enabling technologies for the Smart Grid. We explore three major systems, namely the smart infrastructure system, the smart management system, and the smart prote...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of physics

سال: 2023

ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']

DOI: https://doi.org/10.1088/1742-6596/2537/1/012011