Repository logo
 

Modeling energy systems using large data sets

Simple item page
dc.contributor.authorDuggan, Gerald P., author
dc.contributor.authorYoung, Peter, advisor
dc.contributor.authorZimmerle, Daniel, advisor
dc.contributor.authorBradley, Thomas, committee member
dc.contributor.authorCarter, Ellison, committee member
dc.date.accessioned2024-05-27T10:32:54Z
dc.date.available2024-05-27T10:32:54Z
dc.date.issued2024
dc.description.abstractModeling and simulation are playing an increasingly import role in the sciences, and science is having a broader impact on policy definition at a local, national, and global scale. It is therefore important that simulations which impact policy produce high-quality results. The veracity of these models depend on many factors, including the quality of input data, the verification process for the simulations, and how result data are transformed into conclusions. Input data often comes from multiple sources and it is difficult to create a single, verified data set. This dissertation describes the challenges in creating a research-quality, verified and aggregated data set. It then offers solutions to these challenges, then illustrates the process using three case studies of published modeling and simulation results from different application domains.
dc.format.mediumborn digital
dc.format.mediumdoctoral dissertations
dc.identifierDuggan_colostate_0053A_18313.pdf
dc.identifier.urihttps://hdl.handle.net/10217/238512
dc.languageEnglish
dc.language.isoeng
dc.publisherColorado State University. Libraries
dc.relation.ispartof2020-
dc.rightsCopyright and other restrictions may apply. User is responsible for compliance with all applicable laws. For information about copyright law, please see https://libguides.colostate.edu/copyright.
dc.subjectlarge data
dc.subjectscience informed policy
dc.subjectmodelling
dc.subjectenergy simulation
dc.titleModeling energy systems using large data sets
dc.typeText
dcterms.rights.dplaThis Item is protected by copyright and/or related rights (https://rightsstatements.org/vocab/InC/1.0/). You are free to use this Item in any way that is permitted by the copyright and related rights legislation that applies to your use. For other uses you need to obtain permission from the rights-holder(s).
thesis.degree.disciplineSystems Engineering
thesis.degree.grantorColorado State University
thesis.degree.levelDoctoral
thesis.degree.nameDoctor of Philosophy (Ph.D.)

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Duggan_colostate_0053A_18313.pdf
Size:
23.53 MB
Format:
Adobe Portable Document Format
Download

Collections

2020-
Theses and Dissertations