ENBIS-24 Leuven Conference

Session

Young statisticians invited session

17 Sept 2024, 11:30

Leuven, Belgium

Conveners

Young statisticians invited session

• Davide Cacciarelli (Imperial College London)

94. Forecasting offshore wind energy: non-linearity, non-stationarity and varying bounds

Amandine PIERROT (University of Bath)

17/09/2024, 11:30

Young statisticians

Forecasting is of the utmost importance to the integration of renewable energy into power systems and electricity markets. Wind power fluctuations at horizons of a few minutes ahead particularly affect the system balance and are the most significant offshore. Therefore, we focus on offshore wind energy short-term forecasting.

Since forecasts characterize but do not eliminate uncertainty,...

85. From Zero to Hero: Developing a Probabilistic Analyzer for Manufacturing Processes with Bayesian Networks

Valeria Fonseca Diaz (Software Competence Center Hagenberg)

17/09/2024, 12:00

Young statisticians

Manufacturing processes are systems composed of multiple stages that transform input materials into final products. Drawing inferences about the behavior of these systems for decision-making requires building statistical models that can define the flow from input to output. In the simplest scenario, we can model the entire process as a single-stage relationship from input to output. In the...

114. Robust multiway PCA for casewise and cellwise outliers

Mehdi Hirari (KU Leuven)

17/09/2024, 12:30

Data Mining and Warehousing

Multi-way data extend two-way matrices to a higher-dimensional tensor. In many fields, it is relevant to pursue the analysis of such data by keeping it in its initial form without unfolding it into a matrix. Often, multi-way data are explored by means of dimensional reduction techniques. Here, we study the Multilinear Principal Component Analysis (MPCA) model, which expresses the multi-way...