Pranav Jain

College of Engineering

2023 journal article

Wake effect parameter calibration with large-scale field operational data using stochastic optimization

APPLIED ENERGY, 347.

By: P. Jain n, S. Shashaani n & E. Byon*

author keywords: Offshore wind energy; Calibration; Wake model
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 29, 2023

2022 article

ROBUST SIMULATION OPTIMIZATION WITH STRATIFICATION

2022 WINTER SIMULATION CONFERENCE (WSC), pp. 2246–2257.

By: P. Jain n, S. Shashaani n & E. Byon*

TL;DR: This study shows that an adaptive sampling class of simulation optimization solvers called ASTRO-DF could become more robust with stratification, S-ASTRO-DF, and finds that while stratified sampling improves the algorithm's performance, its robustness is sensitive to the stratification structure. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 8, 2023

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