Grants and Contributions:
Title:
Prediction of automotive system health from time series data using neural network models
Agreement Number:
952153
Agreement Value:
$75,000.00
Agreement Date:
Jul 6, 2020 - Apr 2, 2021
Description:
Pitstop’s mission is to obtain predictive maintenance insights from vehicle data and service data. Some drawbacks with machine learning approaches have been that data sets are not always complete. The simulation approach taken in this project will improve this situation and increase the benefit of a machine learning approach. In this project the plan is to train algorithms where there are common cases of service records that correlate to time-series sensor streams across different kinds of components (ex. engine and battery) and let the machine learning take care of small variations. This is an important step in our plan to apply neural network approaches to build proprietary predictions models on vehicle wear and failures.
Organization:
National Research Council Canada
Expected Results:
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Location:
Toronto, Ontario, CA M5V 1S8
Reference Number:
172-2020-2021-Q1-952153
Agreement Type:
Contribution
Report Type:
Grants and Contributions
Recipient Business Number:
844437632
Recipient Type:
For-profit organization
Additional Information:
This agreement has been amended 1 time(s). The end date of this agreements has been modified by 84 days.
Amendment Date
Feb 10, 2021
Recipient's Operating Name:
Pitstop
Recipient's Legal Name:
Ansik Inc.
Federal Riding Name:
Spadina--Fort York
Federal Riding Number:
35101
Program:
Industrial Research Assistance Program – Contributions to Firms
Program Purpose:
The purpose of IRAP Contributions to Firms is to support research, development, adoption and/or adaptation of innovative or technology-driven new or improved products, services or processes in Canada up to their commercialization
Coverage:
IRAP Contributions to Firms projects stimulate wealth creation for Canada through technological innovation.
NAICS Code:
541514
Amendments: