Research Article
A Machine Learning-Based Model for Stability Prediction of Decentralized Power Grid Linked with Renewable Energy Resources
Table 7
Grid stability prediction: a comparison of previous work.
| | Reference | Year | Dataset | Number of features | Number of instances | Results (accuracy) |
| | [33] | 2020 | New York Independent System Operator Data | 9 | 2832 | | | | | [31] | 2019 | Electrical Grid Stability (Simulated Dataset) | 14 | 10,000 | | | [34] | 2019 | Electrical Grid Stability (Simulated Dataset) | 14 | 10,000 | | | | | | [36] | 2018 | Australian PV Solar Power Data | 12 | 3828 | | | | | [37] | 2018 | Simulated Data generated through Spider IDE | 4 | 3000 | Ensemble diverse | | | [11] | 2018 | Electrical Grid Stability (Simulated Dataset) | 14 | 10,000 | | | [35] | 2018 | Dynamic simulation-based power system data | 5 | 10147 | | | |
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