OEDI SI/Scenarios

Scenarios

Under each use case, several scenarios are given for different input data and what-if conditions and configurations. Users can also create their own scenarios by modifying the composite input data and algorithm configuration parameters using OEDI SI’s “EDIT” function and “Data Pre-processing” tool.

Users can easily swap their algorithms with a reference algorithm given under a scenario and benchmark them against the results obtained by the reference algorithm.

If the users would like to share their algorithm and/or data, they can submit them to OEDI – SI Platform Admin. After a short curation period, the Admin will post the scenario if it is approved.

Use Cases	Scenarios	Scenario Description	Raw Data	Organization	Date Created
DER Aggregation Algorithm	Newton Raphson based 3-Phase Decoupled DSSE	Provide voltage estimation using Newton Raphson method		ORNL	2024/01/09
DER Aggregation Algorithm	AI Based Event Identification	Detect and identify transient events		ORNL	2024/01/03
DER Aggregation Algorithm	Point On Wave Data Imputation	Point On Wave Data Imputation		ORNL	2024/09/28
DER Aggregation Algorithm	Synchronous Reference Frame PLL for Unbalanced and Distorted Waveforms	abc-to-dq reference frame conversion using Park’s transformation		PNNL	2024/09/20
DER Aggregation Algorithm	PSO based D-OPF for IEEE123 Bus System	PSO based D-OPF for IEEE123 Bus System		ORNL	2024/06/04
DER Aggregation Algorithm	PSO based D-OPF for medium SFO-P6U	PSO based D-OPF for medium SFO-P6U area		ORNL	2024/05/13
DER Aggregation Algorithm	Grid Impedance Estimation	Estimate grid impedance		University of South Florida and ORNL	2024/04/17
DER Aggregation Algorithm	ML-Based Aggregation Model for PV Systems	Aggregation model of distributed PVs using ML	IEEE 123-bus Distribution Network Data	PNNL	2024/07/16
Data Preprocessing	Data Anonymization: AMI Data to Load Profile Scenario	Use AMI data to generate load profiles		ANL	2024/01/02
Data Preprocessing	Data Imputation Scenario for SMART-DS systems	Data Imputation Scenario for SMART-DS systems			2024/05/10
Data Preprocessing	Data Anonymization: AMI Data to Load Profile Scenario for SMART-DS systems	Data Anonymization: AMI Data to Load Profile Scenario for SMART-DS systems		ANL	2024/05/10
Data Preprocessing	Data Imputation Scenario	Provide estimate for missing streaming measurement data		ANL	2024/01/03
Distribution Optimal Power Flow	Linear Distribution Power Flow based PV Curtailment for medium Smart-DS test feeder	Comparison of forecasted and real time PV curtailment		Pacific Northwest National Laboratory	2024/07/15
Distribution Optimal Power Flow	Linear Distribution Power Flow for medium SFO-P6U area	Determine optimal setpoints of DERs to achieve acceptable system voltages		PNNL	2024/05/08
Distribution Optimal Power Flow	Linear Distribution Power Flow for small SFO-P1U area	Determine optimal setpoints of DERs to achieve acceptable system voltages		PNNL	2024/05/08
Distribution Optimal Power Flow	Linear Distribution Power Flow for IEEE123 test feeder	Determine optimal setpoints of DERs to achieve acceptable system voltages		PNNL	2024/05/08
Distribution Optimal Power Flow	Linear Distribution Power Flow based PV Curtailment for small Smart-DS test feeder	Comparison of forecasted and real time PV curtailment		Pacific Northwest National Laboratory	2024/07/15
Distribution Optimal Power Flow	Linear Distribution Power Flow	Determine optimal setpoints of DERs to achieve acceptable system voltages			2024/01/05
Distribution Optimal Power Flow	NLP-based DOPF	NLP-based DOPF		ANL	2024/09/30
Distribution Optimal Power Flow	Linear Distribution Power Flow based PV Curtailment for IEEE123 test feeder	Comparison of forecasted and real time PV curtailment		Pacific Northwest National Laboratory	2024/07/15
Distribution Optimal Power Flow	Feedback-based D-OPF	Provide optimal setpoints for controllable devices	IEEE 123-bus Distribution Network Data	NREL	2024/01/03
Distribution System State Estimation	Weighted Least Squares DSSE PV Estimator IEEE123 test feeder	Weighted Least Squares (WLS) state estimation for PV parameters for IEEE 123 model	IEEE 123-bus Distribution Network Data	PNNL	2024/07/15
Distribution System State Estimation	Extended Kalman Filter DSSE for modified IEEE123 test feeder​ with private PMU data	Extended Kalman Filter DSSE for IEEE 123-bus test feeder with integrated phasor measurement unit (PMU) data		PNNL	2024/10/31
Distribution System State Estimation	Extended Kalman Filter DSSE for large SFO-P9U area	Provide voltage estimation using extended Kalman filter			2024/05/08
Distribution System State Estimation	Weighted Least Squares DSSE	Provide voltage estimation with weighted least squares solver	SMART-DS Small Feeder,SMART-DS Medium Feeder,IEEE 123-bus Distribution Network Data		2024/05/10
Distribution System State Estimation	Extended Kalman Filter DSSE	Provide voltage estimation using extended Kalman filter	IEEE 123-bus Distribution Network Data	PNNL	2024/01/03
Distribution System State Estimation	Extended Kalman Filter DSSE for modified IEEE123 test feeder with pmu data	Provide voltage estimation using extended Kalman filter			2024/05/08
Distribution System State Estimation	NLP-based DSSE	NLP-based DSSE		ANL	2024/09/30
Distribution System State Estimation	Extended Kalman Filter DSSE for small SFO-P1U area	Provide voltage estimation using extended Kalman filter			2024/05/08
Distribution System State Estimation	Weighted Least Squares DSSE PV Estimator small SFO-P1U	Weighted Least Squares DSSE PV Estimator small SFO/P1U	SMART-DS Small Feeder	PNNL	2024/10/02
Distribution System State Estimation	Weighted Least Squares DSSE PV Estimator medium SFO-P6U	Weighted Least Squares (WLS) state estimation for PV parameters medium SFO-P6U	SMART-DS Medium Feeder	PNNL	2024/10/02
Distribution System State Estimation	Extended Kalman Filter DSSE for medium SFO-P6U area​	Provide voltage estimation using extended Kalman filter			2024/05/08
EMT simulation for transmission systems with IBRs	EMT simulation for transmission system with IBRs using ParaEMT	EMT simulation for transmission systems with IBRs using an open-source Python-based EMT simulator ParaEMT		NREL	2024/09/29
Electromagnetic transient (EMT) Data Generation	EMT Data Generation​ for high penetration grid	Data Generation for Neural Network-based Fault Detection Identification Classification with Inverter-Based Resources		ORNL	2024/06/26
Event Detection and Identification	Event Classification for Field Measured Data	CNN based event classification algorithm for field measured data		PNNL	2024/09/24
Event Detection and Identification	IBR System Stability Analysis	IBR System Stability Analysis		University of South Florida and ORNL	2024/04/18
Event Detection and Identification	Transient Fault Detection and Identification	Transient Fault Detection and Identification for distribution power grids.	IEEE 123-bus Distribution Network Data	NREL	2024/06/25
Event Detection and Identification	CNN based protection zone identification	Identify and classify the faults into protection-zones	IEEE 123-bus Distribution Network Data	PNNL	2024/01/08
Event Detection and Identification	Machine Learning Based High Impedance Fault Identification	Machine Learning Based High Impedance Fault Identification		NREL	2024/05/24
Transient Data Generation	Data Generation for CNN Based Protection Zone Identification	Generate transient data using ATP	IEEE 123-bus Distribution Network Data	PNNL	2024/03/14