Project Title: Select Machine Learning Framework for Analyzing Data in order to Optimize HVAC Systems
Eco-Enterprise, Inc.
| Details | |
|---|---|
| Project Title | Select Machine Learning Framework for Analyzing Data in order to Optimize HVAC Systems |
| Project Topics | |
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| Project Synopsis: Challenge/Opportunity |
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.
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| Project Synopsis: Activities/Actions Required | |
| Project Synopsis: Expected Results |
Project Timeline
Eco-Enterprise, Inc. - Select Machine Learning Framework for Analyzing Data in order to Optimize HVAC Systems
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Due Date
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Mon, 01/18/21
12:00 AM
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Program Kickoff
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No Deliverables
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Location:
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Thu, 02/04/21
12:00 AM
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Temperature Check Survey #2 Due
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Description:
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Sun, 05/02/21
12:00 AM
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Kickoff Evaluation Due
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Description:
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Sun, 05/02/21
12:00 AM
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Kickoff Evaluation Due
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Description:
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Sun, 05/02/21
12:00 AM
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Kickoff Evaluation Due
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Description:
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Mon, 05/03/21
12:00 AM
UTC
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Temperature Check Survey Due
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No deliverables are required for this action item.
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Description:
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Mon, 05/03/21
12:00 AM
UTC
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Temperature Check Survey #1 Due
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No Deliverables
No deliverables are required for this action item.
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Description:
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Mon, 05/03/21
12:00 AM
UTC
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Temperature Check Survey Due
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Description:
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Official Project Launch
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No Deliverables
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FINAL PRESENTATIONS
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No Deliverables
No deliverables are required for this action item.
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Description:
We�ll find a time on this day to web conference via Zoom to close the project.
https://umontana.zoom.us/j/95405051063?pwd=Ulo1ek1UaWgrRjAweks1aWZEaWUzZz09
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End of Term PEER Evaluation
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No Deliverables
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Description:
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Deadline for Students to Register
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No Deliverables
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Description:
Students register to the course by this date.
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Students Review Onboarding Materials
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No Deliverables
No deliverables are required for this action item.
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Description:
Students familiarize themselves with onboarding materials and project scope. https://www.microprediction.com/knowledge-center
https://asviablesolutions.com/projects/help-build-the-open-source-prediction-network/�
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Official Project Launch
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No Deliverables
No deliverables are required for this action item.
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FINAL PRESENTATIONS
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No Deliverables
No deliverables are required for this action item.
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Description:
We�ll find a time on this day to web conference via Zoom to close the project.
https://umontana.zoom.us/j/95405051063?pwd=Ulo1ek1UaWgrRjAweks1aWZEaWUzZz09
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End of Term SELF Evaluation
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No Deliverables
No deliverables are required for this action item.
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Description:
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End of Term PEER Evaluation
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No Deliverables
No deliverables are required for this action item.
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Description:
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End of Term SELF Evaluation
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No Deliverables
No deliverables are required for this action item.
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Description:
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Milestone Deliverable #1 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your deliverable for milestone #1
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Milestone Deliverable #2 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your final presentation for Milestone #2
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Milestone Deliverable #1 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your deliverable for milestone #1
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Milestone Deliverable #2 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your final presentation for Milestone #2
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Milestone Deliverable #1 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your deliverable for milestone #1
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Deadline for Students to Register
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No Deliverables
No deliverables are required for this action item.
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Description:
Students register to the course by this date.
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Milestone Deliverable #2 Due
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Description:
Please upload your final presentation for Milestone #2
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Students Review Onboarding Materials
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No Deliverables
No deliverables are required for this action item.
|
||||
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Description:
Students familiarize themselves with onboarding materials and project scope. https://www.microprediction.com/knowledge-center
https://umt.capsource.io/projects/help-build-the-open-source-prediction-network/�
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Official Project Launch
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No Deliverables
No deliverables are required for this action item.
|
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FINAL PRESENTATIONS
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No Deliverables
No deliverables are required for this action item.
|
||||
|
Description:
We�ll find a time on this day to web conference via Zoom to close the project.
https://umontana.zoom.us/j/95405051063?pwd=Ulo1ek1UaWgrRjAweks1aWZEaWUzZz09
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End of Term SELF Evaluation
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No Deliverables
No deliverables are required for this action item.
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Description:
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End of Term PEER Evaluation
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No Deliverables
No deliverables are required for this action item.
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Description:
|
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Deadline for Students to Register
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No Deliverables
No deliverables are required for this action item.
|
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Description:
Students register to the course by this date.
|
|||||
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Students Review Onboarding Materials
|
No Deliverables
No deliverables are required for this action item.
|
||||
|
Description:
Students familiarize themselves with onboarding materials and project scope. https://www.microprediction.com/knowledge-center
https://geotech.capsource.io/projects/help-build-the-open-source-prediction-network/�
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Program Managers
| Name | Organization |
|---|---|
| Emily Stone | College of Arts and Sciences |
| Javier Perez-Alvaro | College of Arts and Sciences |
Teams
| Team Name | Project Name | Team Members |
|---|---|---|
| No Teams Available |
