A Cardinality Minimization Approach to Security-Constrained Economic Dispatch
نویسندگان
چکیده
We present a threshold-based cardinality inimization formulation for the security-constrained economic dispatch problem. The model aims to minimize operating cost of system while simultaneously reducing number lines in emergency zones during contingency events. allows operator monitor duration which operate and ensure that they are within acceptable reliability standards determined by operators. develop continuous difference-of-convex approximation minimization problem solution method solve also mixed-integer programming reformulation Our numerical experiments demonstrate approach reduces overall as well avoids prolonged periods high electricity prices
منابع مشابه
A Simple Approach for Emission Constrained Economic Dispatch Problems
Economic dispatch is a highly constrained optimization problem in power system encompassing interaction among decision variables. Environmental concerns that arise due to the operation of fossil fired electric generators, transforms classical problem into multiobjective Emission Constrained Economic Dispatch (ECED) problem. The idea behind this problem formulation is to estimate the optimal gen...
متن کاملSecurity Constrained Economic Dispatch: A Markov Decision Process Approach with Embedded Stochastic Programming
The main objective of electric power dispatch is to provide electricity to the customers at low cost and high reliability. Transmission line failures constitute a great threat to the electric power system security. We use a Markov decision process (MDP) approach to model the sequential dispatch decision making process where demand level and transmission line availability change from hour to hou...
متن کاملEmission Constrained Economic Dispatch for Hydrothermal Coordination
This paper presents an efficient emission constrained economic dispatch algorithm that deals with nonlinear cost function and constraints. It is then incorporated into the dynamic programming based hydrothermal coordination program. The program has been tested on a practical utility system having 32 thermal and 12 hydro generating units. Test results show that a slight increase in production co...
متن کاملOn two relaxations of quadratically-constrained cardinality minimization
This paper considers a quadratically-constrained cardinality minimization problem with applications to digital filter design, subset selection for linear regression, and portfolio selection. Two relaxations are investigated: the continuous relaxation of a mixed integer formulation, and an optimized diagonal relaxation that exploits a simple special case of the problem. For the continuous relaxa...
متن کاملUniversit at Konstanz a Dynamical Systems Approach to Constrained Minimization a Dynamical Systems Approach to Constrained Minimization
We present an ordinary diierential equations approach to solve general smooth minimization problems including a convergence analysis. Generically often the procedure ends up at a point which fulllls suucient conditions for a local minimum. This procedure will then be rewritten in the concept of diierential algebraic equations which opens the route to an eecient implementation. Furthermore, we l...
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: IEEE Transactions on Power Systems
سال: 2022
ISSN: ['0885-8950', '1558-0679']
DOI: https://doi.org/10.1109/tpwrs.2021.3133379