On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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3 results for “hydro-power”

Internal hydro- and wind portfolio optimisation in real-time market operationsq-fin.GN

Paper optimizes internal balancing of wind and hydropower to reduce intraday market volatility.

problem Reduction of intraday market volatility for power producers with wind and hydropower assets.

method Internal balancing within the same river system and sales/purchase in a pay-as-bid intraday market.

result Reduction in short-term marginal cost and risk through internal balancing.

hydro-power wind-power internal balancing intraday market imbalances

2021-02-04abs ↗pdf ↗

A data-driven merit order: Learning a fundamental electricity price modelstat.AP

A new data-driven model forecasts electricity prices efficiently.

problem Forecasting electricity prices using traditional methods.

method Integrates data-driven and fundamental models, learns from historical data.

result Significantly improves forecasting accuracy compared to existing models.

electricity pricing data-driven models merit order forecasting machine learning

2025-01-06abs ↗pdf ↗

Using published bid/ask curves to error dress spot electricity price forecastsq-fin.ST

Accurate forecasts of electricity spot prices are essential to the daily operational and planning decisions made by power producers and distributors. Typically, point forecasts of these quantities suffice, particularly in the Nord Pool market where the large quantity of hydro power leads to price stability. However, wh…

2018-12-06abs ↗pdf ↗