2026-10-06T12:11:32Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33869962 2026-09-17T03:23:54Z category_29173 category_26470 item_type_3 month_year_09_2026

Incentive-Aware Deep-Learning-Based Residential Load Forecasting and Dynamic Demand Response Strategy Optimization With Large-Scale User Data Hongrong Fu (25000252) Machine learning not elsewhere classified Electrical energy transmission, networks and systems residential demand response load forecasting LSTM-Transformer incentive elasticity user profiling <p dir="ltr">Reproducibility materials for the manuscript "Incentive-Aware Deep-Learning-Based Residential Load Forecasting and Dynamic Demand Response Strategy Optimization With Large-Scale User Data" (Manuscript ID 6597722), submitted to the International Journal of Energy Research. This record provides the publicly releasable components supporting the study, including aggregate, event-level, and figure-source data, feature definitions, preprocessing rules, model hyperparameters, optimization settings, sensitivity scenarios, and verification statistics. Raw user-level smart-meter records are not included, as they contain sensitive residential electricity-use information governed by platform data-confidentiality agreements. See README.md and MANIFEST.md for the folder structure and file descriptions.</p> 2026-09-17T03:23:54Z Dataset Dataset 10.6084/m9.figshare.33869962.v1 https://figshare.com/articles/dataset/Incentive-Aware_Deep-Learning-Based_Residential_Load_Forecasting_and_Dynamic_Demand_Response_Strategy_Optimization_With_Large-Scale_User_Data/33869962 CC BY 4.0 Open Access after 2028-09-17