Optimization modeling method for coal-to-electricity heating load considering differential decisions

Modeling and Forecasting Intraday Electricity Load

This paper aims models electricity load curves for short-term forecasting purposes. A broad class of multivariate dynamic regression model is proposed to model hourly electricity load. Alternative forecasting models, special cases of our general model, include separate time series regressions for each hour and week day. All the models developed include components that represent trends, seasons ...

Modeling of German Electricity Load for Pricing of Forward Contracts

Nowadays, a large part of the traded volume in power markets represents energy to be consumed or produced in the future as a forward or future product. Hence, the need for precise forecasting of load demand and prices arises for all market players. This project proposes an hourly load model for Germany with focus on long term forecast using tools provided from the econometrics theory, such as r...

Gated Ensemble Learning Method for Demand-Side Electricity Load Forecasting

The forecasting of building electricity demand is certain to play a vital role in the future power grid. Given the deployment of intermittent renewable energy sources and the ever increasing consumption of electricity, the generation of accurate building-level electricity demand forecasts will be valuable to both grid operators and building energy management systems. The literature is rich with...

Microarchitecture Level Interconnect Modeling Considering Layout Optimization

— In this paper, we study microarchitecture-level interconnect modeling for power and performance. Considering structural interconnects, layer assignment, and concurrent repeater and Flip-Flop (FF) insertion, we develop cycle-accurate microarchitecture-level power and throughput simulation and obtain an accurate modeling of interconnects at the early design stage. Experiment show that the simul...

How to Compare Fuel and Electricity Costs for Home Heating