1 INTRODUCTION

2 BACKGROUND

3 METHODOLOGY

4 ANSWER TO RQ1: THE DISTRIBUTION AND ANALYSIS OF THE SEARCH RESULTS

5 ANSWER TO RQ2: THE ELECTRICITY LOAD DATASETS

6 ANSWER TO RQ3: STELF DATASET PREPROCESSING

7 ANSWER TO RQ4: METHODS FOR FEATURE EXTRACTION

8 ANSWER TO RQ5: DEEP-LEARNING-BASED MODELING METHODS FOR STELF

9 ANSWER TO RQ6: OPTIMIZING THE TRAINING PROCESS

10 ANSWER TO RQ7: EVALUATION OF FORECAST RESULTS

11 ANSWER TO RQ8: CHALLENGES AND FUTURE DEVELOPMENT TRENDS OF STELF

12 CONCLUSION