A spatiotemporal EV energy model shows traffic-extended trip duration dominates HVAC variability over temperature in UK cities, producing an interpretable closed-form HVAC equation from ambient temperature, average speed, and trip distance.
Using bias-corrected reanalysis to simulate current and future wind power output,
6 Pith papers cite this work. Polarity classification is still indexing.
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A multimodal GNN ablation for Nordic precipitation nowcasting shows sparse point observations improve station and onset scores while NWP and CRPS losses improve radar-grid performance, indicating local and field skills are distinct targets.
Simulations of European green hydrogen production systems indicate that relaxed temporal correlation requirements for renewable PPAs reduce costs and risks while keeping emission intensities within thresholds.
Electricity system modeling finds substantial cost-optimal renewable generation shares in Germany and Texas without subsidies, with CO2 pricing as key driver in Germany and solar viability in Texas.
Using historic redispatch time series, low price levels in regional redispatch markets can produce notable reductions in green hydrogen production costs and encourage grid-beneficial electrolyser siting, while high prices can eliminate the cost advantage and discourage market participation.
A critical review of methods for estimating onshore wind energy potentials at multiple levels, with an attempt to derive best practice recommendations.
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Negative redispatch power for green hydrogen production: Game changer or lame duck? A German perspective
Using historic redispatch time series, low price levels in regional redispatch markets can produce notable reductions in green hydrogen production costs and encourage grid-beneficial electrolyser siting, while high prices can eliminate the cost advantage and discourage market participation.