{"id":{"repo_id":"uoit","oai_identifier":"oai:ontariotechu.scholaris.ca:10155/526"},"canonical_url":"https://search.dev.ndltd.org/etd/uoit/oai:ontariotechu.scholaris.ca:10155/526","repository":{"repo_id":"uoit","name":"Ontario Institute of Technology","base_url":"https://ontariotechu.scholaris.ca/server/oai/request"},"display":{"title":"Inspection & modelling of cusp geometry in additive manufacturing to predict product’s surface roughness","abstract":"The final dimensional and geometric inaccuracies, and the resulting high surface roughness of the products have been the major problems in employing Additive Manufacturing (AM) technologies. Most of commonly used Additive manufacturing (AM) technologies are developed based on a layer-based manufacturing process to fabricate 3D models. However, a critical drawback that reduces the surface quality of the AM parts is the stair case effect as a direct result of the layered deposition of the material. In this thesis, a new approach to model surface roughness in Fused Deposition Modeling (FDM) is proposed. Based on actual observations and modeling of the cusp geometry under various setups and fabrication conditions, an empirical model to express the surface roughness distribution is presented. The developed methodology presents mathematical expressions for the profile of cusps classified based on two parameters of additive manufacturing layer thickness and the slope of the fabricated surface. Considering the fact that the cusp profile crucially affects the surface quality, the developed model is used directly to estimate surface roughness of the final product. The proposed expression is verified by implementation and comparison with the experimental case studies. The developed models can be used for optimum selection of the build direction or layer thickness when a certain surface roughness range is targeted. It can also be used as a tool for modification of the design to control the final surface roughness of the AM products.","abstract_html":"The final dimensional and geometric inaccuracies, and the resulting high surface roughness of the products have been the major problems in employing Additive Manufacturing (AM) technologies. Most of commonly used Additive manufacturing (AM) technologies are developed based on a layer-based manufacturing process to fabricate 3D models. However, a critical drawback that reduces the surface quality of the AM parts is the stair case effect as a direct result of the layered deposition of the material. In this thesis, a new approach to model surface roughness in Fused Deposition Modeling (FDM) is proposed. Based on actual observations and modeling of the cusp geometry under various setups and fabrication conditions, an empirical model to express the surface roughness distribution is presented. The developed methodology presents mathematical expressions for the profile of cusps classified based on two parameters of additive manufacturing layer thickness and the slope of the fabricated surface. Considering the fact that the cusp profile crucially affects the surface quality, the developed model is used directly to estimate surface roughness of the final product. The proposed expression is verified by implementation and comparison with the experimental case studies. The developed models can be used for optimum selection of the build direction or layer thickness when a certain surface roughness range is targeted. It can also be used as a tool for modification of the design to control the final surface roughness of the AM products.","abstract_has_math":false,"creators":["Kaji, Farzaneh"],"institution":"University of Ontario Institute of Technology","degree_name":"Master of Applied Science (MASc)","degree_level":null,"degree_discipline":"Mechanical Engineering","degree_department":null,"school":null,"contributors":[],"advisors":["Barari, Ahmad"],"committee_chairs":[],"committee_members":[],"year":2015,"date_issued":"2015-04-01","date_published":"2015-04-01","updated_at":"2026-07-24T05:35:30Z","subjects":["Additive manufacturing","Surface roughness"],"languages":["en"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://hdl.handle.net/10155/526","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Barari, Ahmad"]},{"key":"dc:creator","label":"Author","values":["Kaji, Farzaneh"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2015-05-15T19:58:39Z","2022-03-25T19:03:11Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2015-05-15T19:58:39Z","2022-03-25T19:03:11Z"]},{"key":"dc:date.issued","label":"Date","values":["2015-04-01"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Mechanical Engineering"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Master of Applied Science (MASc)"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Ontario Institute of Technology"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Additive manufacturing","Surface roughness"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://hdl.handle.net/10155/526"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["The final dimensional and geometric inaccuracies, and the resulting high surface roughness of the products have been the major problems in employing Additive Manufacturing (AM) technologies. Most of commonly used Additive manufacturing (AM) technologies are developed based on a layer-based manufacturing process to fabricate 3D models. However, a critical drawback that reduces the surface quality of the AM parts is the stair case effect as a direct result of the layered deposition of the material. In this thesis, a new approach to model surface roughness in Fused Deposition Modeling (FDM) is proposed. Based on actual observations and modeling of the cusp geometry under various setups and fabrication conditions, an empirical model to express the surface roughness distribution is presented. The developed methodology presents mathematical expressions for the profile of cusps classified based on two parameters of additive manufacturing layer thickness and the slope of the fabricated surface. Considering the fact that the cusp profile crucially affects the surface quality, the developed model is used directly to estimate surface roughness of the final product. The proposed expression is verified by implementation and comparison with the experimental case studies. The developed models can be used for optimum selection of the build direction or layer thickness when a certain surface roughness range is targeted. It can also be used as a tool for modification of the design to control the final surface roughness of the AM products."]},{"key":"dc:title","label":"Title","values":["Inspection & modelling of cusp geometry in additive manufacturing to predict product’s surface roughness"]}]}],"canonical_facts":{"dc:contributor.advisor":["Barari, Ahmad"],"dc:creator":["Kaji, Farzaneh"],"dc:date.accessioned":["2015-05-15T19:58:39Z","2022-03-25T19:03:11Z"],"dc:date.available":["2015-05-15T19:58:39Z","2022-03-25T19:03:11Z"],"dc:date.issued":["2015-04-01"],"dc:description.abstract":["The final dimensional and geometric inaccuracies, and the resulting high surface roughness of the products have been the major problems in employing Additive Manufacturing (AM) technologies. Most of commonly used Additive manufacturing (AM) technologies are developed based on a layer-based manufacturing process to fabricate 3D models. However, a critical drawback that reduces the surface quality of the AM parts is the stair case effect as a direct result of the layered deposition of the material. In this thesis, a new approach to model surface roughness in Fused Deposition Modeling (FDM) is proposed. Based on actual observations and modeling of the cusp geometry under various setups and fabrication conditions, an empirical model to express the surface roughness distribution is presented. The developed methodology presents mathematical expressions for the profile of cusps classified based on two parameters of additive manufacturing layer thickness and the slope of the fabricated surface. Considering the fact that the cusp profile crucially affects the surface quality, the developed model is used directly to estimate surface roughness of the final product. The proposed expression is verified by implementation and comparison with the experimental case studies. The developed models can be used for optimum selection of the build direction or layer thickness when a certain surface roughness range is targeted. It can also be used as a tool for modification of the design to control the final surface roughness of the AM products."],"dc:identifier.uri":["https://hdl.handle.net/10155/526"],"dc:language.iso":["en"],"dc:subject":["Additive manufacturing","Surface roughness"],"dc:title":["Inspection & modelling of cusp geometry in additive manufacturing to predict product’s surface roughness"],"dc:type":["Thesis"],"thesis:degree_discipline":["Mechanical Engineering"],"thesis:degree_name":["Master of Applied Science (MASc)"],"thesis:institution_name":["University of Ontario Institute of Technology"]},"updated_at":"2026-07-24T05:35:30Z"}