Business Commons^™

Machine Learning Predictions Of Electricity Capacity, Marcus Harris, Elizabeth Kirby, Ameeta Agrawal, Rhitabrat Pokharel, Francis Puyleart, Martin Zwick

Systems Science Faculty Publications and Presentations

This research applies machine learning methods to build predictive models of Net Load Imbalance for the Resource Sufficiency Flexible Ramping Requirement in the Western Energy Imbalance Market. Several methods are used in this research, including Reconstructability Analysis, developed in the systems community, and more well-known methods such as Bayesian Networks, Support Vector Regression, and Neural Networks. The aims of the research are to identify predictive variables and obtain a new stand-alone model that improves prediction accuracy and reduces the INC (ability to increase generation) and DEC (ability to decrease generation) Resource Sufficiency Requirements for Western Energy Imbalance Market participants. This …

Reconstructability Analysis: Discrete Multivariate Modeling, Martin Zwick

Systems Science Faculty Publications and Presentations

An introduction to Reconstructability Analysis for the Discrete Multivariate Modeling course and for other purposes.

The Changing Moral Mirror Of Society: From Human To Artifical Intelligent Systems, Gary Langford, Teresa Langford

Engineering and Technology Management Faculty Publications and Presentations

Management of technology and its development carry along the responsibility and consequences for interactions between Human and Artificial Intelligent Systems (AIS). In spite of all good intentions, the effects and repercussions of conflicts between Human and the systems built with intent to assist Human may be proceeding along the path that will recognize a dismal mistake in judgment. Dreadful and intolerable impositions on Human behavior may arise regardless of how AIS is designed. That is not to say progress should cease, but rather to make the case that intensely determined efforts need to delve into the uses and implications of …

Domain Process Model Overcome Limitations Of Engineering Models For Developing Artificial Intelligent Systems, Gary O. Langford, John Green, Daniel P. Burns, Alexander Keller, Dean C. Schmidt

Engineering and Technology Management Faculty Publications and Presentations

The integrated set of prognostic domains (ISPD) of technology presented here provides a normative means to construct a wholly new process model for guiding Technology Management of Artificial Intelligent Systems (AIS). Seventeen domains represent all-inclusive stakeholder perspectives that encapsulate lifecycle analyses, evaluations, feasibilities, and tradeoffs with the domain contexts. Following Systems Model-Based thinking (SMBT), a postulated focal point interaction is the entry condition from which each domain is considered and thereafter traversed. Domains are interactive with each other through concurrent, iterative, recursive, and non-recursive processes. This interactive work continues until the completion milestones of each domain are satisfied. Techniques such …

Technological Evolution In Software Engineering, Cody Miller

Engineering and Technology Management Student Projects

In all software development processes, the software must evolve in response to its environment or user needs to maintain satisfactory performance. If software doesn’t support change, it gradually becomes useless. With many organizations today, being software-centric organizations, this has huge implications for their business: evolve your software, or risk your software becoming gradually useless, and therefore, your entire business.

Technology Evolution is a highly relevant subject, Intel’s business model for the last 50 years, has been that of Moore’s Law, a hardware centric Technology Evolution model. As a Software Engineer at Intel, our business group faces a similar issue, we …

Data Warehousing Class Project Report, Gaya Haciane, Chuan Chieh Lu, Rassaniya Lerdphayakkarat, Rudraxi Mitra

Engineering and Technology Management Student Projects

Data mining is widely described or defined as the discipline of: “making sense of the data”. In today’s day and age, the rise of ubiquity of information calls for more advanced and developed techniques to mine the data and come up with insights. Data mining finds applications in many different fields and industries: Whether it is in Embryology, Crops, Elections, or Business Marketing...etc. It is not a wild assumption to consider that every organization in the world has some data mining capabilities or its main activity necessitates it and they have some third party organization doing that for them. One …

Data Envelopment Analysis Using Glpkapi In R, Konrad Miziolek, Jordan Beary, Shreyas Vasanth, Surekha Chanamolu, Rudraxi Mitra

Engineering and Technology Management Student Projects

The work done here is primarily a wrapper function written to separate some of the more difficult-to-use glpkAPI functionality from the end-user. The user, when prompted, selects the appropriate configuration of the .mod file to the task (for example, output-oriented CRS), and the data file, as a .dat. The function then loads the required glpkAPI library, and carries forward the model. It allocates the problem and workspace, reads the model file and data file the user selects, builds the problem, and solves it. The function returns primal values, and, if dual = TRUE is selected, also returns dual weights.

Redefining Quality In Developing World Education, Kristi Jane Yuthas, Marc J. Epstein

Business Faculty Publications and Presentations

In the outskirts of Medellin, Colombia, impoverished rural schoolchildren have cause for hope. The Colombian Coffee Growers’ Association wants to hire them. Why? Because these children have developed the independent thinking, communication, and work skills that will make them an asset to the industry. They developed these skills in their multigrade primary schools, where children do most of their learning in competence-based groups, while the teacher functions as guide and coach.

In Kenya, a teenage boy is also celebrating. A primary school dropout who once survived outside the law, he now runs his own small business, lives on his own, …

Interview With Jessica Beckett, Free Geek, 2011 (Audio), Jessica Beckett

All Sustainability History Project Oral Histories

Interview of Jessica Beckett by Thomas Yarbrough at Free Geek Portland, Oregon on August 10th, 2011.

The interview index is available for download.

Interview With Christian Ettinger, Hopworks, 2011 (Audio), Christian Ettinger

All Sustainability History Project Oral Histories

Interview of Christian Ettinger by Scott Demming at Hopworks SE Portland, Oregon on August 10th, 2011.

The interview index is available for download.

Interview With Franklin Jones, B-Line, 2011 (Audio), Franklin Jones

All Sustainability History Project Oral Histories

Interview of Franklin Jones by Grant Russ at Portland, Oregon on May 31st, 2011.

The interview index is available for download.

Interview With Corinna Kimball-Brown, Portland Collective Housing, 2011 (Audio), Corinna Kimball-Brown

All Sustainability History Project Oral Histories

Interview of Corinna Kimball-Brown by Chris White at Portland State University, Oregon on March 3rd, 2011.

The interview index is available for download.

Interview With Chris Cone, Portland Fashion Week, 2011 (Audio), Chris Cone

All Sustainability History Project Oral Histories

Interview of Chris Cone by Daniel Grey on February 22nd, 2011.

The interview index is available for download.

Interview With Steven Ribeiro, Aldeia Development, 2011 (Audio), Steven Ribeiro

All Sustainability History Project Oral Histories

Interview of Steven Ribeiro by John Stephenson in Salem, Oregon on February 18th, 2011.

The interview index is available for download.

Interview With Brendan Phillips, Sisters Of The Road, 2010 (Audio), Brendan Phillips

All Sustainability History Project Oral Histories

Interview of Brendan Phillips by Brandon Green in Portland, Oregon on December 8th, 2010.

The interview index is available for download.

Interview With Brandon Hill, Bamboo Sushi, 2010 (Audio), Brandon Hill

All Sustainability History Project Oral Histories

Interview of Brandon Hill by Jeff Francoeur at Bamboo Sushi, SE Portland, Oregon on August 10, 2010.

The interview index is available for download.

Interview With Farhad Ghafarzade, Green Drop Garage, 2010 (Audio), Farhad Ghafarzade

All Sustainability History Project Oral Histories

Interview of Farhad Ghafarzade by Jeff Howard in SE Portland, Oregon on August 6th, 2010.

The interview index is available for download.

Interview With Brad Bateman, Costco, 2010 (Audio), Brad Bateman

All Sustainability History Project Oral Histories

Interview of Brad Bateman by Nemah Dalai at Costco Clackamas, Oregon on June 10th, 2010.

The interview index is available for download.

Food Delivery Footprint: Addressing Transportation, Packaging, And Waste In The Food Supply Chain, Madeleine E. Pullman, Robin Fenske, Wayne Wakeland

Business Faculty Publications and Presentations

Transportation of food accounts for a significant fraction of the carbon dioxide emissions believed to be adversely impacting climate and the environment. And this impact is increasing as food supply chains become longer and more complex, and food packaging requirements lead to increased waste. Many organizations such as hospitals and upper level education are becoming increasingly concerned about sustainability. In this study, college, university, and hospital food purchasing behavior were assessed using interviews, surveys, and modeling to evaluate the environmental implications of decisions regarding food transportation and packaging. Current purchasing practices, corresponding transportation modes, packaging, recycling, and waste removal were …

Interview With John Witte, Tenino Farms, 2010 (Audio), John Witte

All Sustainability History Project Oral Histories

Interview of John Witte by Steve Rosin at Portland, Oregon on March 1st, 2010.

The interview index is available for download.

Interview With Katy Kolker, Portland Fruit Tree Project, 2010 (Audio), Katy Kolker

All Sustainability History Project Oral Histories

Interview of Katy Kolker by Dan Stillinger in Portland, Oregon on February 27th, 2010.

The interview index is available for download.

Interview With David Beller, Mercy Corp Nw, 2010 (Audio), David Beller

All Sustainability History Project Oral Histories

Interview of David Beller by Kyle Koonce at Mercy Corp Portland, Oregon on February 25th, 2010.

The interview index is available for download.

Interview With Jim Quinn, Metro's Hazardous Waste Program, 2009 (Audio), Jim Quinn

All Sustainability History Project Oral Histories

Interview of Jim Quinn by Sean Quigley at Metro in Portland, Oregon on December 2nd, 2009.

The interview index is available for download.

Interview With Bruce Walker, Bps, 2009 (Audio), Bruce Walker

All Sustainability History Project Oral Histories

Interview of Bruce Walker by Zachary Hathaway in NW Portland on November 20th, 2009.

The interview index is available for download.

Interview With Kimberly Holmes, 4r Sustainability, 2009 (Audio), Kimberly Holmes

All Sustainability History Project Oral Histories

Interview of Kimberly Holmes by Patrick Fausel in Portland, Oregon on November 20th, 2009.

The interview index is available for download.

Interview With David Mcmahon, Cloudburst Recycling, 2009 (Audio), David Mcmahon

All Sustainability History Project Oral Histories

Interview of David McMahan by Allison Dowd at Portland State University on November 19th, 2009.

The interview index is available for download.

Interview With Rabbi Arthur Zuckerman, Shaarie Torah, 2009 (Audio), Arthur Zuckerman

All Sustainability History Project Oral Histories

Interview of Rabbi Arthur Zuckerman by Austin Rosenfeld in NW Portland, Oregon on August 7th, 2009.

The interview index is available for download.

Interview With Ted Labbe, Depave, 2009 (Audio), Ted Labbe

All Sustainability History Project Oral Histories

Interview of Ted Labbe by Chris Fogg in Portland, Oregon on May 31st, 2009.

The interview index is available for download.

Interview With Tom Patzkowski, Rebuilding Center, 2009 (Audio), Tom Patzkowski

All Sustainability History Project Oral Histories

Interview of Tom Patzkowski by Greg Peterson at the Rebuilding Center in Portland, Oregon on May 27th, 2009.

The interview index is available for download.

Interview With Hilary Pfeifer, Art On Alberta, 2009 (Audio), Hilary Pfeifer

All Sustainability History Project Oral Histories

Interview of Hilary Pfeifer by Franziska Davis at Portland State University on May 14th, 2009.

The interview index is available for download.