Autonomous Spatial Energy Burden Optimizer & Karst-Resilient Grid Simulator
Bridging Alachua County’s stark 14.8% East Gainesville energy burden crisis against West Gainesville (4.6%), modeling cascading Florida karst sinkhole & storm electrical failures in sub-20ms, and deploying Google Gemini for automated GRU tariff triage and official Florida LIHEAP hardship relief.
East Gainesville 32641 families pay 3.2x more of their household income on electricity than SW 32608.
Simulates Hogtown Creek flooding and Sweetwater sinkhole ground shifts tripping Sugarfoot, Kanapaha, and Springhill substations.
Dissects GRU Fuel Adjustment Clause (FAC) surcharges and pre-fills official Florida emergency assistance letters.
Sizes PV and BESS storage ensuring Reitz Union, Eastside Center, and GRACE Marketplace maintain continuous life-support.
The Gainesville Regional Utilities (GRU) Energy Affordability Matrix
Alachua County Census & Utility IntersectIn Gainesville, energy burden is not merely an economic metric—it is a climate survival crisis. East of Waldo Road and Hawthorne Road (ZIP 32641), over 64% of residents rent pre-1980 uninsulated homes. During Florida’s humid summer months with Cooling Degree Days (CDD) exceeding 2,400, older heat pumps run continuously, causing bills to exceed $420/month against a median monthly income of $2,285.
Limestone Karst Topology
Active BasinAlachua County sits atop Florida’s porous Ocala limestone formation. During severe tropical downpours, Hogtown Creek and Sweetwater Branch surge into subterranean sinkhole conduits, undermining transmission footings and flooding key substations.