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Table Index
12 tables from the dissertation. Full content available in the thesis PDF and section pages.
Table 0.1·§ Extended Summary
View in section →Performance Comparison with Benchmark Studies
| Metric | This Study | Benchmark A | Benchmark B | Benchmark C |
|---|---|---|---|---|
| Renewable Share (%) | 97.34 | 85.2 | 89.7 | 92.1 |
| Cost ($/MWh) | 42.8 | 58.3 | 52.1 | 48.9 |
| Emissions (MtCO₂) | 14.30 | 28.5 | 24.1 | 19.8 |
| Reliability (%) | 99.2 | 96.8 | 97.5 | 98.1 |
Table 1.1·§ 1.1 Background
View in section →Turkey electricity sector key indicators (2024)
Forecasting methodology comparison
Table 3.1·§ 3.1 Data Sources
View in section →Data sources and coverage
Table 3.2·§ 3.4 RL Environment
View in section →State space dimensions (446 total)
Table 3.3·§ 3.4 RL Environment
View in section →Action space dimensions (119 total)
Table 4.1·§ 4.1 Validation
View in section →ENSM vs 17 benchmark models (R², MAE, RMSE)
Table 4.2·§ 4.1 Validation
View in section →Diebold-Mariano test results (78 pairwise tests)
Table 5.1·§ 5.2 Comparison
View in section →13 RL algorithm comparison: cost, emissions, renewable share
Table 5.2·§ 5.3 Pathways
View in section →Optimal 2050 technology mix (PPO Run 1)
Table 5.3·§ 5.4 Sensitivity
View in section →Sensitivity analysis: parameter perturbations
Table A.1·§ Front Matter
View in section →List of Symbols and Abbreviations (excerpt)
| Abbreviation | Definition |
|---|---|
| ENSM | Enhanced Neural S-curve Model |
| MAPPO | Multi-Agent Proximal Policy Optimization |
| PPO | Proximal Policy Optimization |
| LCOE | Levelized Cost of Energy |
| PICP | Prediction Interval Coverage Probability |
| SHAP | SHapley Additive exPlanations |
| TEİAŞ | Turkish Electricity Transmission Corporation |
| NDC | Nationally Determined Contribution |