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 | Data Management Research & Development Software Design & Development |
| Skills & Expertise | |
| 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: 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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Tue, 09/14/21
12:00 AM
UTC
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Program Kickoff
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Location:
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Sun, 06/05/22
12:00 AM
UTC
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Official Project End
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Sun, 06/05/22
12:00 AM
UTC
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Milestone #3 Deliverable Upload
Required Deliverable
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Deliverable submission is required.
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Temp Check #3 Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/cgSXbBQV2MWzw5kh9
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Peer Evaluation Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/dQUu4dVFbSbEzhwA7
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REMINDER OF CONFIDENTIALITY
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No Deliverables
No deliverables are required for this action item.
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Description:
During this program, you'll be working on a real project posed by a real industry partner. By registering for the CapSource system and participating in this Program, you are bound by the Rules of Engagement, including strict confidentiality of information shared with you. Please be respectful and professional.
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Kickoff Meeting with Eco-Enterprise Leadership
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No Deliverables
No deliverables are required for this action item.
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Description:
Location:
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Temp Check #1 Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/cgSXbBQV2MWzw5kh9
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Milestone #1 Deliverable Upload
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Milestone #2 Deliverable Upload
Required Deliverable
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Required Deliverable
Deliverable submission is required.
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Self Evaluation Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/haz6gy6BAm8zu1Pf8
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Kickoff Evaluation Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/9XU1d6ygJAKYB3jq5
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Temp Check #2 Due
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Required Evaluation
Evaluation submission is required.
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Description:
Survey link: https://forms.gle/cgSXbBQV2MWzw5kh9
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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 |
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| No Teams Available |
