A Novel Stochastic Optimizer Solving Optimal Reactive Power Dispatch Problem Considering Renewable Energy Resources
نویسندگان
چکیده
Optimal Reactive Power Dispatch (ORPD is thought of as a noncontinuous, nonlinear global optimization problem. Within the system’s constraints, ORPD manages to accomplish reactive power flow. Due its more intricate linkage variables, issue challenging resolve than optimum flow issue. With existence renewable energy resources (RERs), solving problem attain most stable and secure system condition has become task. The goal this article solve objective function combined with RERs using metaheuristic novel optimizer named African Vultures Optimization Algorithm abbreviated by (AVOA), where formulation including minimization three single functions follows, voltage deviation, operating cost, real loss, introduced also transmission loss embraced simultaneous incorporation optimal (RERs). Where complexity grows exponentially mixture continuous discrete control two distinct types variables are considered, proposed that meet different constraints then transformed into coefficient multi-objective elucidated weighted sum approach. To validate suggested algorithm’s effectiveness in addressing issue, it evaluated on standard IEEE networks: IEEE-30 bus small-scale network, IEEE-57 medium-scale IEEE-118 large-scale network scenarios outcomes compared these other popular techniques. findings show AVOA algorithm provides an efficient sturdy high-quality solution for tackling situations vastly enhances overall performance at all scales.
منابع مشابه
Using the gray wolf optimizer for solving optimal reactive power dispatch problem
This paper presents the use of a new meta-heuristic technique namely gray wolf optimizer (GWO) which is inspired from gray wolves’ leadership and hunting behaviors to solve optimal reactive power dispatch (ORPD) problem. ORPD problem is a well-known nonlinear optimization problem in power system. GWO is utilized to find the best combination of control variables such as generator voltages, tap c...
متن کاملA Modified Shuffled Frog-Leaping Optimization Algorithm for Solving Optimal Reactive Power Dispatch Problem
: This paper presents an algorithm for solving the multi-objective reactive power dispatch problem in a power system. Modal analysis of the system is used for static voltage stability assessment. Loss minimization and maximization of voltage stability margin are taken as the objectives. Generator terminal voltages, reactive power generation of the capacitor banks and tap changing transformer se...
متن کاملA New Procedure for Reactive Power Market Clearing Considering Distributed Energy Resources
Traditionally, conventional generation unit was used to provide ancillary services e.g. reactive power support, and spinning reserve. Nonetheless, with the emergence of highly penetrated distributed energy resources (DERs) systems and considering how beneficial they can be; it appears reasonable to use them as reactive power providers. Therefore, this paper introduces a new procedure for DERs t...
متن کاملProbabilistic Multi Objective Optimal Reactive Power Dispatch Considering Load Uncertainties Using Monte Carlo Simulations
Optimal Reactive Power Dispatch (ORPD) is a multi-variable problem with nonlinear constraints and continuous/discrete decision variables. Due to the stochastic behavior of loads, the ORPD requires a probabilistic mathematical model. In this paper, Monte Carlo Simulation (MCS) is used for modeling of load uncertainties in the ORPD problem. The problem is formulated as a nonlinear constrained mul...
متن کاملHybrid Genetic Algorithm and Particle Swarm Optimization (HGAPSO) Algorithm for Solving Optimal Reactive Power Dispatch Problem
This paper presents an algorithm for solving the multi-objective reactive power dispatch problem in a power system. Modal analysis of the system is used for static voltage stability assessment. Loss minimization and maximization of voltage stability margin are taken as the objectives. Generator terminal voltages, reactive power generation of the capacitor banks and tap changing transformer sett...
متن کاملذخیره 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: Energies
سال: 2023
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en16041562