3 papers
eess.SY2026
Mechanism-Dependent Antagonism of Auxiliary Information in Substation-Level Load Disaggregation for Distribution Network Planning
Xuanhao Mu, Kundan Thota, Nan Liu +3
Open-source energy system models disaggregate zonal electricity demand to substations through Voronoi-based preprocessing pipelines that combine socioeconomic weighting with auxili…
cs.CV2026
A Multi-Agent System for Building-Age Cohort Mapping to Support Urban Energy Planning
Kundan Thota, Thorsten Schlachter, Veit Hagenmeyer
Determining the age distribution of the urban building stock is crucial for sustainable municipal heat planning and upgrade prioritization. However, existing approaches often rely…
cs.CV2026
HeatPrompt: Zero-Shot Vision-Language Modeling of Urban Heat Demand from Satellite Images
Kundan Thota, Xuanhao Mu, Thorsten Schlachter +1
Accurate heat-demand maps play a crucial role in decarbonizing space heating, yet most municipalities lack detailed building-level data needed to calculate them. We introduce HeatP…