| 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
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| # of Projects Running |
1 Project/s Added (of 1 Project Expected)
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Program Timeline Project Duration |
Start Date: 09/14/21 End Date: 12/11/21 3 months |
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| 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: - |
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| 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 |
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| Sponsorship |
No Sponsorship Required |
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| Compensation |
Following compensation will be offered to the students:
Exactly $0.0 per hour |
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| 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.
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Aug 25 2021, 12:00.00 AM |
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Proposal Application Deadline
Final date for Industry Partners to express interest in participating.
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Sep 07 2021, 12:00.00 AM |
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Finalize Project Charter
Educators and Industry Partners finalize project charters, legal documents, and background materials.
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Sep 09 2021, 12:00.00 AM |
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Official Program Launch
We’ll find a time on this day for you to meet with the students to kick off your project.
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Sep 14 2021, 12:00.00 AM |
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Official Program End
We’ll find a time on this day for you to meet with the students to wrap up your project.
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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 |
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Official Project End |
06/05/2022 | |
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Milestone #3 Deliverable Upload |
06/05/2022 | Submission Required |
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Temp Check #3 Due |
Evaluation | |
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Peer Evaluation Due |
Evaluation | |
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REMINDER OF CONFIDENTIALITY |
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Kickoff Meeting with Eco-Enterprise Leadership |
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Temp Check #1 Due |
Evaluation | |
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Milestone #1 Deliverable Upload |
Submission Required | |
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Milestone #2 Deliverable Upload |
Submission Required | |
|
Self Evaluation Due |
Evaluation | |
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Kickoff Evaluation Due |
Evaluation | |
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Temp Check #2 Due |
Evaluation |
Projects
| 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 |
Program Managers
| Name | Organization |
|---|---|
| Emily Stone | College of Arts and Sciences |
| Brian Steele | College of Humanities and Science |
Teams
| Team Name | Project Name | Team Members |
|---|---|---|
| No Teams Available |
