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Grant: Applied Research and Development Grants - Level 2

Lambton College of Applied Arts and Technology

$25,000.00

Development and Optimization of Biomass Cleanliness Image Processing Algorithm

FY 2021-22

Summary
Tactica Communications Inc., located in Winnipeg Manitoba, is an entrepreneurially driven digital technology company that has innovated its service offering and developed new products by successfully building, iterating, and improving an adaptable and extensible technology base. Tactica is developing a set of technologies that will provide algorithmic image processing in agricultural applications as a service from a cloud-based environment for use within both web and mobile application contexts. As a first practical application, the company is working on accurate determination of the quality of hemp and flax bast fibres, destined as a feedstock for the production of renewable chemicals and fibres, through the use of image processing algorithms. Tactica has successfully developed algorithms for quality assessment measurements for bast fibre and has integrated these into application contexts for field use. The task now is to optimize Tactica's algorithm for biomass fibre cleanliness, as cleanliness is an important aspect of overall fibre quality. To determine the accuracy of the technology implementation, a trusted benchmark needs to be established to validate algorithmically derived results against. This will be accomplished by using chemical and biological analytical methods to quantify the composition and contaminants of biomass fibres and correlate this data to the visual appearance of the fibres. The lack of precision inputs is an opportunity within the broader trend to digitize the agricultural value chain. Currently, primitive organoleptic assessments are common as accurate analog assessments require tedious, time-consuming processes. This results in both producers and processors missing mechanisms to assess the quality and therefore inform market value and higher margin opportunities, including the use of high-quality fibre in higher profit use cases. Tactica plans to further explore commercialization paths where an increase in quality information results in higher profitability for producers and processors through increased negotiating power or identification of quality thresholds for specific use cases. Therefore, the proposed research activities support Tactica as well as other bioeconomy private sector participants.
Program
Applied Research and Development Grants - Level 2
Location
Ontario, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data

As published

Application id
571121-2021
Name nom
Sheikhzadeh, Mehdi
Department département
Head Office
Organization id
26621
Institution établissement
Lambton College of Applied Arts and Technology
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2021
Competition year année de concours
2021
Award amount
25000
Program id
CARD2
Program name en
Applied Research and Development Grants - Level 2
Program name fr
Subventions de recherche et développement appliquée - niveau 2
Group en
Research partnerships programs
Group fr
Programmes de partenariat
Committee code
1561
Committee name en
Applied Research and Development Grants
Committee name fr
Subventions de recherche et développement appliquée
Area of application code
802
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Information systems and technology
Area of application fr
Systèmes d'information et technologie de l'information
Research subject code
2713
Research subject group en
Information technology
Research subject group fr
Technologie de l'information
Research subject en
Algorithms
Research subject fr
Algorithmes
Installment
inst:1
Partie
1
Nb partie
1
Application title
Development and Optimization of Biomass Cleanliness Image Processing Algorithm
Keyword
NSERC
Application summary
Tactica Communications Inc., located in Winnipeg Manitoba, is an entrepreneurially driven digital technology company that has innovated its service offering and developed new products by successfully building, iterating, and improving an adaptable and extensible technology base. Tactica is developing a set of technologies that will provide algorithmic image processing in agricultural applications as a service from a cloud-based environment for use within both web and mobile application contexts. As a first practical application, the company is working on accurate determination of the quality of hemp and flax bast fibres, destined as a feedstock for the production of renewable chemicals and fibres, through the use of image processing algorithms. Tactica has successfully developed algorithms for quality assessment measurements for bast fibre and has integrated these into application contexts for field use. The task now is to optimize Tactica's algorithm for biomass fibre cleanliness, as cleanliness is an important aspect of overall fibre quality. To determine the accuracy of the technology implementation, a trusted benchmark needs to be established to validate algorithmically derived results against. This will be accomplished by using chemical and biological analytical methods to quantify the composition and contaminants of biomass fibres and correlate this data to the visual appearance of the fibres. The lack of precision inputs is an opportunity within the broader trend to digitize the agricultural value chain. Currently, primitive organoleptic assessments are common as accurate analog assessments require tedious, time-consuming processes. This results in both producers and processors missing mechanisms to assess the quality and therefore inform market value and higher margin opportunities, including the use of high-quality fibre in higher profit use cases. Tactica plans to further explore commercialization paths where an increase in quality information results in higher profitability for producers and processors through increased negotiating power or identification of quality thresholds for specific use cases. Therefore, the proposed research activities support Tactica as well as other bioeconomy private sector participants.