Learning to solve the AC-OPF using sensitivity-informed deep neural networks

MK Singh, V Kekatos… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To shift the computational burden from real-time to offline in delay-critical power systems
applications, recent works entertain the idea of using a deep neural network (DNN) to …

A primal-dual interior point method for optimal power flow dispatching

RA Jabr, AH Coonick, BJ Cory - IEEE Transactions on Power …, 2002 - ieeexplore.ieee.org
In this paper, the solution of the optimal power flow dispatching (OPFD) problem by a primal-
dual interior point method is considered. Several primal-dual methods for optimal power flow …

Risk-limiting economic dispatch for electricity markets with flexible ramping products

C Wu, G Hug, S Kar - IEEE Transactions on Power Systems, 2015 - ieeexplore.ieee.org
The expected increase in the penetration of renewables in the approaching decade urges
the electricity market to introduce new products-in particular, flexible ramping products-to …

Parametric distribution optimal power flow with variable renewable generation

Z Guo, W Wei, L Chen, ZY Dong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The output of renewable generation depends on the real-time weather conditions and
changes rapidly; so the economic operating point of the power system varies over time. This …

Stochastic optimal power flow: formulation and solution

T Yong, RH Lasseter - 2000 Power Engineering Society …, 2000 - ieeexplore.ieee.org
The stochastic optimal power flow (OPF) problem is formulated to solve the optimal dispatch
problem with consideration of uncertainties in electric power systems. In this paper we …

A primal-dual interior-point method to solve the optimal power flow dispatching problem

RA Jabr - Optimization and Engineering, 2003 - Springer
This paper presents a primal-dual path-following interior-point method for the solution of the
optimal power flow dispatching (OPFD) problem. The underlying idea of most path-following …

Dynamic optimal power flow of combined heat and power system with Valve-point effect using Krill Herd algorithm

PK Adhvaryyu, PK Chattopadhyay, A Bhattacharya - Energy, 2017 - Elsevier
Combined heat and power (CHP) plant generates electrical power as well as heat energy in
a single process yielding more than 80% overall efficiency and reduces emission level …

Feasible path identification in optimal power flow with sequential convex restriction

D Lee, K Turitsyn, DK Molzahn… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nonconvexity induced by the nonlinear AC power flow equations challenges solution
algorithms for AC optimal power flow (OPF) problems. While significant research efforts have …

Fast inverter control by learning the OPF mapping using sensitivity-informed Gaussian processes

M Jalali, MK Singh, V Kekatos… - … on Smart Grid, 2022 - ieeexplore.ieee.org
Fast inverter control is a desideratum towards the smoother integration of renewables.
Adjusting inverter injection setpoints for distributed energy resources can be an effective grid …

Critical cases in the optimal power flow

KC Almeida, FD Galiana - IEEE Transactions on Power …, 1996 - ieeexplore.ieee.org
This paper presents a systematic analysis of the main reasons for the failure of solution
algorithms in the general power system nonlinear optimal power flow (OPF) problem. It …