41 citations · 69 across the 12 of their papers we have counts for
6 papers · 1 filter
A Deep Zero-Inflated Model of North Atlantic Right Whale Presence To Support Blue Economy Management
Jiaxiang Ji, Laura Nazzaro, Ahmed Aziz Ezzat
Effective modeling of endangered marine mammal species, such as the North Atlantic Right Whale, is critical for balancing marine conservation with the growing blue economy. Passive…
Day-Ahead Electricity Price Forecasting Using a Multivariate Group Lasso Method
Keyi Wang, Jiaxiang Ji, Mahan Mansouri +1
Electricity price signals in modern power systems exhibit complex dependence structures that render forecasting inherently challenging. Our analysis of real-world electricity prici…
Accessibility and Serviceability Assessment to Inform Offshore Wind Energy Development and Operations off the U.S. East Coast
Cory Petersen, Feng Ye, Jiaxiang Ji +5
The economic success of offshore wind energy projects relies on accurate projections of the construction, and operations and maintenance (O&M) costs. These projections must conside…
AIRU-WRF: A Physics-Guided Spatio-Temporal Wind Forecasting Model and its Application to the U.S. Mid Atlantic Offshore Wind Energy Areas
Feng Ye, Joseph Brodie, Travis Miles +1
The reliable integration of wind energy into modern-day electricity systems heavily relies on accurate short-term wind forecasts. We propose a spatio-temporal model called AIRU-WRF…
A Surrogate-model-based Approach for Estimating the First and Second-order Moments of Offshore Wind Power
Behzad Golparvar, Petros Papadopoulos, Ahmed Aziz Ezzat +1
Power curve is widely used in the wind industry to estimate power output for planning and operational purposes. Existing methods for power curve estimation have three main limitati…
A Graph-Theoretic Approach for Spatial Filtering and Its Impact on Mixed-type Spatial Pattern Recognition in Wafer Bin Maps
Ahmed Aziz Ezzat, Sheng Liu, Dorit S. Hochbaum +1
Statistical quality control in semiconductor manufacturing hinges on effective diagnostics of wafer bin maps, wherein a key challenge is to detect how defective chips tend to spati…