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 …

Big data analytics for future electricity grids

M Kezunovic, P Pinson, Z Obradovic, S Grijalva… - Electric Power Systems …, 2020 - Elsevier
This paper provides a survey of big data analytics applications and associated
implementation issues. The emphasis is placed on applications that are novel and have …

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 …

An accelerated-decomposition approach for security-constrained unit commitment with corrective network reconfiguration

AV Ramesh, X Li, KW Hedman - IEEE Transactions on Power …, 2021 - ieeexplore.ieee.org
Security-constrained unit commitment (SCUC) model is used for power system day-ahead
scheduling. However, current SCUC model uses a static network to deliver power and meet …

Exploiting the inherent flexibility in transmission network for optimal scheduling, wind power utilization, and network congestion management

M Numan, AZ Khan, M Asif, SM Malik, K Imran - IEEE Access, 2021 - ieeexplore.ieee.org
Owing to the economic, social, and political problems in the expansion of transmission
infrastructure, novel transmission topologies are in demand to efficiently utilize the existing …

Towards smart corrective switching: analysis and advancement of PJM's switching solutions

P Balasubramanian… - IET Generation …, 2016 - Wiley Online Library
Transmission switching, as a power flow control mechanism that can reduce costs and
improve reliability, has gained a lot of attention during the last decade. Despite its benefits …

Optimal transmission switching: Improving solver performance using heuristics

A Hinneck, D Pozo - IEEE Transactions on Power Systems, 2022 - ieeexplore.ieee.org
The optimal transmission switching problem (OTSP) is an NP-hard problem of changing the
topology of a power grid to obtain an improved dispatch by controlling the operational status …

Line selection and algorithm selection for transmission switching by machine learning methods

Z Yang, S Oren - 2019 IEEE Milan PowerTech, 2019 - ieeexplore.ieee.org
Since the initial proposal of the Optimal Transmission Switching problem, a mixed integer
program and different heuristics have been presented to achieve considerable cost …

Performance of AC and DC based transmission switching heuristics on a large-scale polish system

M Sahraei-Ardakani, A Korad… - 2014 IEEE PES …, 2014 - ieeexplore.ieee.org
Optimal transmission switching (OTS) has demonstrated benefits both in terms of reliability
and cost savings for bulk power systems. OTS is a mixed-integer program (MIP) with binary …

Real‐time transmission switching with neural networks

AAB Bugaje, JL Cremer, G Strbac - … Transmission & Distribution, 2023 - Wiley Online Library
The classical formulation of the transmission switching problem as a mixed‐integer problem
is intractable for large systems in real‐time control settings. Several heuristics have been …