377 citations · 724 across the 41 of their papers we have counts for
4 papers · 1 filter
On tracking varying bounds when forecasting bounded time series
Amandine Pierrot, Pierre Pinson
We consider a new framework where a continuous, though bounded, random variable has unobserved bounds that vary over time. In the context of univariate time series, we look at the…
A simulation framework of procurement operations in the container logistics industry
George Vassos, Klaus K. Holst, Pierre Pinson +1
This study proposes a simulation framework of procurement operations in the container logistics industry that can support the development of dynamic procurement strategies. The ide…
On the contribution of pre-trained models to accuracy and utility in modeling distributed energy resources
Hussain Kazmi, Pierre Pinson
Despite their growing popularity, data-driven models of real-world dynamical systems require lots of data. However, due to sensing limitations as well as privacy concerns, this dat…
What may future electricity markets look like?
Pierre Pinson
Should the organization, design and functioning of electricity markets be taken for granted? Definitely not. While decades of evolution of electricity markets in countries that com…