Operational risk assessment of power system considering transmission limitation on flexible resources and its application to SCUC
Source abstract
Abstract
With the increasing integration of renewable energy, the operational risk of power systems has become a crucial factor. The impact of transmission limitations (TLs) on the availability of flexible resources is of growing significance and should be considered in optimization scheduling. This paper proposes an assessment method for the operational risk assessment of power systems, considering TLs for a more accurate evaluation of the operational risk. The availability of flexible resources can be quantitatively assessed by determining the maximum capacity of available flexible resources. Furthermore, a two-stage stochastic robust Security-Constrained Unit Commitment (SCUC) model is proposed to incorporate operational risk. The operational risk indices are integrated into the objective function, and the optimization models used in the operational risk assessment are incorporated into the stochastic robust optimization model. The solving algorithm based on the column-and-constraint generation is employed to solve the proposed SCUC model. The effectiveness of the proposed method is demonstrated through case studies on a modified IEEE 24-bus system.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Electric Power System Optimization · Power System Reliability and Maintenance · Optimal Power Flow Distribution
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
State Grid Anhui Electric Power Co., Ltd. , Hefei 230022,
Funding
Science and Technology Project of State Grid Anhui Electric Power Co., Ltd.
References (40)
Show source-provided references
1. Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions10.1016/j.apenergy.2021.117948 ↗
2. Bi-objective layout optimization for multiple wind farms considering sequential fluctuation of wind power using uniform design10.17775/CSEEJPES.2020.03350 ↗
3. Regulation flexibility assessment and optimal aggregation strategy of greenhouse loads in modern agricultural parks10.23919/pcmp.2023.000025 ↗
4. Optimized shared energy storage in a peer-to-peer energy trading market: Two-stage strategic model regards bargaining and evolutionary game theory10.1016/j.renene.2024.120190 ↗
5. Dynamic operating reserve strategies for wind power integration10.1049/iet-rpg.2013.0209 ↗
6. Security constrained unit commitment with multi-stage corrective control of hybrid AC/DC power systems with VSC-MTDC10.1016/j.energy.2025.134871 ↗
7. Enhancing the flexibility of storage integrated power system by multi-stage robust dispatch10.1109/tpwrs.2020.3031324 ↗
8. Multi-objective robust optimization of active distribution networks considering uncertainties of photovoltaic10.1016/j.ijepes.2021.107197 ↗
9. Stochastic wind-thermal generation scheduling considering emission reduction: A multi-objective mathematical programming approach
10. Risk-based stochastic allocation of ESS to ensure voltage stability margin for distribution systems10.1109/tpwrs.2018.2873774 ↗
11. Robust flexibility driven security constrained unit commitment under wind uncertainty considering demand response and combined-cycle units10.1016/j.ijepes.2021.107814 ↗
12. Economically optimal uncertainty set characterization for power system operational flexibility10.1109/tii.2019.2906058 ↗
13. Robust risk-constrained unit commitment with large-scale wind generation: An adjustable uncertainty set approach10.1109/tpwrs.2016.2564422 ↗
14. Security-constrained economic dispatch exploiting the operational flexibility of transmission networks10.1016/j.ijepes.2021.107914 ↗
15. Evaluation of power system flexibility10.1109/tpwrs.2011.2177280 ↗
16. A tri-level programming-based frequency regulation market equilibrium under cyber attacks10.1186/s41601-023-00332-8 ↗
17. Assessment of power system flexibility: A high-level approach
18. Transmission, variable generation, and power system flexibility10.1109/tpwrs.2014.2321793 ↗
19. Evaluating and planning flexibility in sustainable power systems
20. Flexibility envelopes for power system operational planning10.1109/tste.2015.2410760 ↗
21. A suitable flexibility assessment approach for the pre-screening phase of power system planning applied on the Greek power system
22. Towards the construction of a class of grid operational flexibility metrics10.1016/j.epsr.2020.106674 ↗
23. Operational impacts of wind generation on California power systems10.1109/tpwrs.2009.2016364 ↗
24. Assessing flexibility requirements in power systems10.1049/iet-gtd.2013.0720 ↗
25. A metric and market construct of inter-temporal flexibility in time-coupled economic dispatch10.1109/tpwrs.2015.2495118 ↗
26. A stochastic multi-interval scheduling framework to quantify operational flexibility in low carbon power systems10.1016/j.apenergy.2021.117763 ↗
27. Operational flexibility enhancements using mobile energy storage in day-ahead electricity market by game-theoretic approach10.1016/j.energy.2021.121008 ↗
28. An MILP model for evaluating the optimal operation and flexibility potential of end-users10.1016/j.apenergy.2020.116183 ↗
29. An optimal day-ahead load scheduling approach based on the flexibility of aggregate demands10.1016/j.apenergy.2017.04.038 ↗
30. Analyzing operational flexibility of electric power systems10.1016/j.ijepes.2015.02.028 ↗
31. Operational flexibility of active distribution networks: Definition, quantified calculation and application10.1016/j.ijepes.2020.105872 ↗
32. Exploiting the inherent flexibility in transmission network for optimal scheduling, wind power utilization, and network congestion management10.1109/access.2021.3090089 ↗
33. Power system flexibility region under uncertainty with respect to congestion and voltage constraints
34. Operational flexibility of active distribution networks with the potential from data centers10.1016/j.apenergy.2021.116935 ↗
35. Transmission management in the deregulated environment10.1109/5.823997 ↗
36. Modelling and simulation study on dynamic pollution accumulation process of composite insulator10.1049/hve2.12413 ↗
37. A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem10.1109/tpwrs.2006.876672 ↗
38. Optimal wind–thermal generating unit commitment10.1109/tec.2007.914188 ↗
39. Modeling transmission line constraints in two-stage robust unit commitment problem10.1109/tpwrs.2013.2291498 ↗
40. IEEE reliability test system10.1109/tpas.1979.319398 ↗