A Hybrid Framework for Short-Term Risk Assessment of Wind-Integrated Composite Power Systems


An analytical and simulation method is used in this paper to create a novel paradigm for evaluating wind-integrated composite Power Systems' short-term risk. First, an analytical approach known as the area risk method is used to include the detailed dependability models of individual components in a Power System into the hybrid framework under consideration. Additionally, a new approach to short-term risk assessment for wind generating has been presented. The area risk method's component hazards are then calculated using a non-sequential Monte-Carlo simulation technique. It is thus possible to incorporate the transmission system's contingencies and limits that are typically ignored in the area risk technique. The cross entropy optimization is used to find the sampling technique's parameters, which considerably improves the suggested framework's computing performance. For more realistic short-term risk indices, case studies performed on a modified 24-bus IEEE Reliability Test System justify the need for extensive wind generation reliability modelling and consideration of the transmission system. In addition, the suggested framework's computing performance is many orders of magnitude better than any existing comparable method.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid Network ABSTRACT: Recently, good results in short-term traffic forecasting have been achieved through the use of deep learning. Nevertheless, the
PROJECT TITLE : Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on Deep Belief Networks ABSTRACT: Transportation services are playing an increasingly important role in people's day-to-day lives, and they bring
PROJECT TITLE : Video In painting With Short-Term Windows: Application to Object Removal and Error Concealment - 2015 ABSTRACT: In this paper, we tend to propose a brand new video inpainting methodology that applies to each
PROJECT TITLE :Solution to short-term frequency response of wind farms by using energy storage systemsABSTRACT:The increasing high penetration of wind power is bringing a significant challenge to the frequency regulation of power
PROJECT TITLE :Short-term operational planning framework for virtual power plants with high renewable penetrationsABSTRACT:This study proposes a two-stage operational coming up with framework for the short-term operation of the

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry