Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Developing Frequency Stability Constraint for Unit Commitment Problem Considering High Penetration of Renewables

Conference ·

As zero-carbon electricity systems become the trend of future grid, the system inertia provided by conventional synchronous generators (SGs) keeps decreasing. The resultant lower system inertia will inevitably cause frequency stability problem, especially in the first few seconds following disturbance. To tackle this challenge, this paper proposes a frequency stability constraint for power systems unit commitment problem by considering the fast frequency responses (FFRs) from inverter-based resources (IBRs). Our developed frequency stability constraint is grounded on an analytical frequency nadir estimation framework that considers both SG and IBR dynamics. The accuracy of our frequency nadir estimation framework is validated by most severe N-1 contingency simulation result in a real island system. Then, the adaptive inertia frequency stability constraint is derived by performing sensitivity analysis with our frequency nadir estimation framework. Finally, we demonstrate the effectiveness of our developed frequency stability constraint with one year day-ahead unit commitment results of the island system.

Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Solar Energy Technologies Office
DOE Contract Number:
AC36-08GO28308
OSTI ID:
2305651
Report Number(s):
NREL/CP-5D00-88828; MainId:89607; UUID:6f496be9-975a-421a-a2a0-0f1100a20771; MainAdminId:71820
Resource Relation:
Conference: Presented at the 2023 IEEE 50th Photovoltaic Specialists Conference (PVSC), 11-16 June 2023, San Juan, Puerto Rico; Related Information: 86622
Country of Publication:
United States
Language:
English

References (13)

Coupon-Based Demand Response Considering Wind Power Uncertainty: A Strategic Bidding Model for Load Serving Entities March 2016
A Comparison of Machine Learning Methods for Frequency Nadir Estimation in Power Systems April 2022
Transmission-and-Distribution Dynamic Co-Simulation Framework for Distributed Energy Resource Frequency Response January 2022
Frequency Stability Constrained Optimal Power Flow Incorporating Differential Algebraic Equations of Governor Dynamics May 2021
Security-Constrained Unit Commitment With Linearized System Frequency Limit Constraints July 2014
Unit Commitment With Primary Frequency Regulation Constraints November 2005
Manage Real-Time Power Imbalance With Renewable Energy: Fast Generation Dispatch or Adaptive Frequency Regulation? November 2023
Deliverable Flexible Ramping Products Considering Spatiotemporal Correlation of Wind Generation and Demand Uncertainties July 2020
Stability Criterion for Inertial and Primary Frequency Droop Control in MTDC Grids With Implications on Ratio-Based Frequency Support September 2020
Multi-Timescale Integrated Dynamics and Scheduling for Solar (MIDAS-Solar) (Final Technical Report) April 2023
A General-Order System Frequency Response Model Incorporating Load Shedding: Analytic Modeling and Applications May 2006
A low-order system frequency response model January 1990
Analytical Method to Aggregate Multi-Machine SFR Model With Applications in Power System Dynamic Studies November 2018