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 | |
| 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.
|
| Project Synopsis: Activities/Actions Required | |
| Project Synopsis: Expected Results |
Project Timeline
| Touchpoints & Assignments | Date | Type |
|---|---|---|
|
Program Kickoff |
Jan 18 2021 | Event |
|
Temperature Check Survey #2 Due |
Feb 04 2021 | |
|
Kickoff Evaluation Due |
May 02 2021 | |
|
Kickoff Evaluation Due |
May 02 2021 | |
|
Kickoff Evaluation Due |
May 02 2021 | |
|
Temperature Check Survey Due |
May 03 2021 | |
|
Temperature Check Survey #1 Due |
May 03 2021 | |
|
Temperature Check Survey Due |
May 03 2021 | |
|
Official Project Launch |
||
|
FINAL PRESENTATIONS |
||
|
End of Term PEER Evaluation |
||
|
Deadline for Students to Register |
||
|
Students Review Onboarding Materials |
||
|
Official Project Launch |
||
|
FINAL PRESENTATIONS |
||
|
End of Term SELF Evaluation |
||
|
End of Term PEER Evaluation |
||
|
End of Term SELF Evaluation |
||
|
Milestone Deliverable #1 Due |
Submission Required | |
|
Milestone Deliverable #2 Due |
Submission Required | |
|
Milestone Deliverable #1 Due |
Submission Required | |
|
Milestone Deliverable #2 Due |
Submission Required | |
|
Milestone Deliverable #1 Due |
Submission Required | |
|
Deadline for Students to Register |
||
|
Milestone Deliverable #2 Due |
Submission Required | |
|
Students Review Onboarding Materials |
||
|
Official Project Launch |
||
|
FINAL PRESENTATIONS |
||
|
End of Term SELF Evaluation |
||
|
End of Term PEER Evaluation |
||
|
Deadline for Students to Register |
||
|
Students Review Onboarding Materials |
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 |
