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Time-sensitive Data Analysis

Open
Sisa Energy Ltd
Sisa Energy Ltd
Vancouver, British Columbia, Canada
Sina Salari
Project Manager
(4)
3
Project
Academic experience or paid work
60 hours per learner
Learner
Canada
Advanced level

Project scope

Categories
Product management Data analysis Data modelling Software development
Skills
algorithms predictive maintenance building management algorithm design building management system performance appraisal real time data equipment operation data analysis data collection
Details

What is the main goal of this project?

Design and implement a predictive model to analyze operational time-dependent building equipment data to maintain building equipment, and design a predictive model to provide the best strategy to operate building equipment during peak demand events.


Candidates will work with SISA's senior software developers and get their support and mentorship.

Deliverables

IoT Sensor Selection and Configuration:

  • Outcomes: Identification of the best building management parameters for monitoring the operation.
  • Deliverables:
  • List of selected trend logs on a BMS system and their specifications.


Data Collection and Monitoring:

  • Outcomes: Real-time data collection and monitoring of trend logs and resampling them into hourly data.
  • Deliverables:
  • Data collection system setup and testing.
  • Real-time dashboard showing equipment operation.

Predictive Maintenance Algorithm Development:

  • Outcomes: Development of algorithms to predict the best operational strategy during peak demand hours.
  • Deliverables:
  • Predictive algorithm code and data analysis.
  • Documentation of algorithm logic and performance evaluation.



Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes
Climate action

About the company

Company
https://www.sisaenergy.com/
Vancouver, British Columbia, Canada
2 - 10 employees
Environment, Energy, It & computing
Representation
Minority-Owned Small Business Sustainable/green Immigrant-Owned

Sisa energy is an innovative energy auditing company with a mission to help reduce greenhouse gases produced by buildings.