PROJECT TITLE :

Linear approximated formulation of AC optimal power flow using binary discretisation

ABSTRACT:

This study presents a novel linear approximated methodology for full alternating current-optimal power flow (AC-OPF). The AC-OPF will offer a lot of precise and real image of full active and reactive power flow modelling, together with the voltage profile of buses compared to the commonly used direct current-optimal power flow. While the AC-OPF may be a non-linear programming problem, this can be remodeled into a mixed-integer linear programming setting by the proposed model while not loss of accuracy. The worldwide optimality of the answer for the approximated model will be guaranteed by existing algorithms and software. The numerical results and simulations that represent the effectiveness and applicability of the proposed model are given and utterly discussed in this study.


Did you like this research project?

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

PROJECT TITLE : Line Graph Neural Networks for Link Prediction ABSTRACT: We take a look at the graph link prediction task, a classic example of a graph analytical problem that has many practical applications in the real world.
PROJECT TITLE : Saliency-Based Multilabel Linear Discriminant Analysis ABSTRACT: The objective of the traditional statistical machine-learning method known as linear discriminant analysis (LDA), which seeks to find a linear data
PROJECT TITLE : Analysis on the Number of Linear Regions of Piecewise Linear Neural Networks ABSTRACT: Deep neural networks, also known as DNNs, have been shown to be excellent solutions to some of the most complex and mind-boggling
PROJECT TITLE : LCSCNet Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution ABSTRACT: For image super-resolution, we present in this research a short but effective network design dubbed the linear compressing
PROJECT TITLE : Optimal Power Flow for ACDC GridsFormulation, Convex Relaxation, Linear Approximation and Implementation ABSTRACT: Today's transmission systems would be incomplete without HVDC. Accurate models of HVDC converter