Data Science Industry Collaboration (Spring 2022)

Program Overview
Program Title Data Science Industry Collaboration (Spring 2022)
Organization College of Humanities and Science
Student Application Link https://umt.capsource.app/program/data-science-industry-collaboration-spring-2022/rfp
# of Students Enrolled
0
# of Projects Running
1 Project/s Added (of 1 Project Expected)

Program Timeline

Project Duration

Start Date: 09/14/21      End Date: 12/11/21

3 months

Collaboration Overview
About Students

In this course we will continue our investigation of HVAC data from EcoEnterprises and PowerTron from Summer 21. The goal is identifying AI tools that PowerTron can use in detecting changes in the functioning of various HVAC devices.

Student Level:  

Student Time Commitment:   Full Time

Team Structure:   -

Program Goals
Format Structure

Single Project Single Team

Format Title Multiple Projects Multiple Teams
Format Description
Benefits For Industry Partners
Project Modality Fully Remote
Industry Partner Requirements to Participate
Project Topics Research & Development
Target Industries
Skills & Expertise
Location Information & Preferences

Sponsorship

No Sponsorship Required

Compensation

Following compensation will be offered to the students:

Exactly $0.0 per hour

Other Requirements
Expected Time Commitment For Project Managers per week
Key Program Dates Due Date
Request for Proposal published

Collaboration request published. Industry Partners may express interest in participating.

Aug 23 2021, 12:00.00 AM
Interview

Educators will begin interviewing interested Industry Partners to discuss project ideas.

Aug 25 2021, 12:00.00 AM
Proposal Application Deadline

Final date for Industry Partners to express interest in participating.

Sep 07 2021, 12:00.00 AM
Finalize Project Charter

Educators and Industry Partners finalize project charters, legal documents, and background materials.

Sep 09 2021, 12:00.00 AM
Official Program Launch

We’ll find a time on this day for you to meet with the students to kick off your project.

Sep 14 2021, 12:00.00 AM
Official Program End

We’ll find a time on this day for you to meet with the students to wrap up your project.

Dec 11 2021, 12:00.00 AM

Project Overview

Project Details
Project Title Select Machine Learning Framework For Analyzing Data In Order To Optimize Hvac Systems
Project Synopsis

What is the challenge or opportunity you are trying to address within your organization?

Interns will have an opportunity to work on adding ML capabilities to our Industrial Internet of Things (IIOT) platform, and related toolsets and technology related to HVAC systems. Throughout the project, students will work with faculty mentors and Eco-Enterprise leadership to analyze data and further exploration of data analysis techniques for use in a machine learning application. Students will be responsible for getting up-to-speed on outcomes derived from the previous project completed over the summer. Next, students will be responsible for reviewing and cleaning data to better understand what is feasible to use within a machine learning framework. Lastly, students will be working on researching machine learning techniques that can apply to the data set in order to accomplish outcomes that align with the project goal. The ultimate goal is to help Eco-Enterprise develop machine learning technology that can optimize efficiency within HVAC systems, which are expensive and resource intensive to run.


What are some of the activities or action items you think will need to be taken to achieve your desired results?


What would make this project a success for your organization? What measurable results are you looking to accomplish?


Compensation

Following compensation will be offered to the students


Exactly $0.0 per hour

Sponsorship

No Sponsorship Required

Resources

Program Timeline

Touchpoints & Assignments Date Type

Program Kickoff

09/14/2021 Event

Official Project End

06/05/2022

Milestone #3 Deliverable Upload

06/05/2022 Submission Required

Temp Check #3 Due

Evaluation

Peer Evaluation Due

Evaluation

REMINDER OF CONFIDENTIALITY

Kickoff Meeting with Eco-Enterprise Leadership

Temp Check #1 Due

Evaluation

Milestone #1 Deliverable Upload

Submission Required

Milestone #2 Deliverable Upload

Submission Required

Self Evaluation Due

Evaluation

Kickoff Evaluation Due

Evaluation

Temp Check #2 Due

Evaluation

Projects

Filters
Project Organization Topics
Select Machine Learning Framework for Analyzing Data in order to Optimize HVAC Systems Eco-Enterprise, Inc. Data Management Research & Development Software Design & Development

Teams

Team Name  Project Name  Team Members 
No Teams Available