Stochastic optimization for unit commitment—A review

QP Zheng, J Wang, AL Liu - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
Optimization models have been widely used in the power industry to aid the decision-
making process of scheduling and dispatching electric power generation resources, a …

Stochastic programming models in energy

SW Wallace, SE Fleten - … in operations research and management science, 2003 - Elsevier
We give the reader a tour of good energy optimization models that explicitly deal with
uncertainty. The uncertainty usually stems from unpredictability of demand and/or prices of …

Two-stage minimax regret robust unit commitment

R Jiang, J Wang, M Zhang… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In addition to long-existing load uncertainty on power systems, continuously increasing
renewable energy injections (such as wind and solar) have further made the power grid …

Stochastic Lagrangian relaxation applied to power scheduling in a hydro-thermal system under uncertainty

MP Nowak, W Römisch - Annals of Operations Research, 2000 - Springer
A dynamic (multi-stage) stochastic programming model for the weekly cost-optimal
generation of electric power in a hydro-thermal generation system under uncertain demand …

A solution to the stochastic unit commitment problem using chance constrained programming

UA Ozturk, M Mazumdar… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
This paper develops a solution method for scheduling units of a power-generating system to
produce electricity by taking into consideration the stochasticity of the hourly load and its …

[HTML][HTML] Fundamentals and recent developments in stochastic unit commitment

M Håberg - International Journal of Electrical Power & Energy …, 2019 - Elsevier
Optimal scheduling of power generating units must take into account possibilities of forecast
errors and equipment failure. The stochastic unit commitment problem addresses …

Short-term hydropower production planning by stochastic programming

SE Fleten, TK Kristoffersen - Computers & Operations Research, 2008 - Elsevier
Within the framework of multi-stage mixed-integer linear stochastic programming we
develop a short-term production plan for a price-taking hydropower plant operating under …

Large-scale unit commitment under uncertainty

M Tahanan, W van Ackooij, A Frangioni, F Lacalandra - 4or, 2015 - Springer
Abstract The Unit Commitment problem in energy management aims at finding the optimal
productions schedule of a set of generation units while meeting various system-wide …

Large-scale unit commitment under uncertainty: an updated literature survey

W Van Ackooij, I Danti Lopez, A Frangioni… - Annals of Operations …, 2018 - Springer
Abstract The Unit Commitment problem in energy management aims at finding the optimal
production schedule of a set of generation units, while meeting various system-wide …

Incorporating fuel constraints and electricity spot prices into the stochastic unit commitment problem

S Takriti, B Krasenbrink, LSY Wu - Operations Research, 2000 - pubsonline.informs.org
The electric power industry is going through deregulation. As a result, the load on the
generating units of a utility is becoming increasingly unpredictable. Furthermore, electric …