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公开(公告)号：US20220198087A1
公开(公告)日：2022-06-23
申请号：US17693920
申请日：2022-03-14
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
Abstract: An urban design pipeline automatically generates design options for an urban design project based on a financial model. The urban design pipeline includes a geometry engine that generates candidate designs to meet various design criteria and design objectives associated with the urban design project. The urban design pipeline also includes an evaluation engine that evaluates the candidate designs based on the financial model. The financial model quantifies the financial performance of any given candidate design. The urban design pipeline operates iteratively to improve the candidate designs until one or more convergence criteria are met, thereby generating a set of design options with acceptable financial performance.
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公开(公告)号：US20230060989A1
公开(公告)日：2023-03-02
申请号：US18047607
申请日：2022-10-18
Applicant: AUTODESK, INC.
Inventor： James STODDART , David BENJAMIN , Danil NAGY , Damon LAU
Abstract: In various embodiments, a generative design application generates and evaluates automotive designs. In operation, the generative design application computes a first set of metric values based on a set of metrics associated with design goal(s) and a first set of parameter values for a parameterized automobile model. The generative design application then performs optimization operation(s) on the first set of parameter values based on the first set of metric values to generate a second set of parameter values. Subsequently, the generative design application generates at least one design based on the second set of parameter values that is more convergent with respect to at least one of the design goals than a previously generated design. Advantageously, less time and effort are required to generate and evaluate multiple designs and then optimize those designs relative to more manual prior art approaches.
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公开(公告)号：US20220391552A1
公开(公告)日：2022-12-08
申请号：US17820867
申请日：2022-08-18
Applicant: AUTODESK, INC.
Inventor： James STODDART , Danil NAGY , David BENJAMIN , Lorenzo VILLAGI
IPC: G06F30/13
Abstract: A design engine is configured to interact with potential occupants of a structure in order to generate data that defines the usage preferences of those occupants. The design engine generates multiple candidate designs for the structure via a generative design process, and then evaluates each candidate design using a set of metrics determined relative to the usage preferences. Based on these evaluations, the design engine selects at least one candidate design that optimizes the set of metrics across all potential occupants.
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公开(公告)号：US20220083704A1
公开(公告)日：2022-03-17
申请号：US17531622
申请日：2021-11-19
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.
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公开(公告)号：US20210374298A1
公开(公告)日：2021-12-02
申请号：US17342309
申请日：2021-06-08
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria and design objectives associated with the urban design project and then generates numerous candidate designs that meet the design criteria and optimize the design objectives to varying degrees. The evaluation engine evaluates each candidate design to generate a set of metrics. The geometry engine modifies the candidate designs based on corresponding metrics to generate candidate designs that better meet the design criteria and more effectively achieve the design objectives.
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Patent Agency Ranking
公开(公告)号：US20210294935A1
公开(公告)日：2021-09-23
申请号：US17343566
申请日：2021-06-09
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.
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7.发明公开公开(公告)号：US20240346195A1
公开(公告)日：2024-10-17
申请号：US18595173
申请日：2024-03-04
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
IPC: G06F30/13 , G06F3/04815 , G06F3/04847 , G06F111/02 , G06F111/04 , G06F111/06 , G06F111/20 , G06N3/126 , G06Q10/0631 , G06Q40/12 , G06Q50/16 , G06T15/00 , G06T17/05
CPC classification number: G06F30/13 , G06N3/126 , G06Q10/06313 , G06Q40/12 , G06Q50/165 , G06F3/04815 , G06F3/04847 , G06F2111/02 , G06F2111/04 , G06F2111/06 , G06F2111/20 , G06T15/005 , G06T17/05
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.
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8.发明申请公开(公告)号：US20220100920A1
公开(公告)日：2022-03-31
申请号：US17496677
申请日：2021-10-07
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , Danil NAGY , Damon LAU , Dale ZHAO
Abstract: A computer-implemented method for space frame design involves constructing a load stress map in a geometrical boundary representation of a design space, defining attachment points and load application points in the design space, creating a starting network of interconnecting lines between each two of the attachment points and load application points in the design space, assigning load application factors to each line of the starting network of interconnecting lines based on values of the load stress map, generating potential space frame designs by culling different subsets of lines of the starting network of interconnecting lines for each potential space frame design according to variable culling parameters, evaluating the potential space frame designs with respect to optimization parameters, combining the culling parameters for the potential space frame designs the performance score of which is above a predefined performance threshold, and iterating the steps of generating potential space frame designs and evaluating the potential space frame designs on the basis of the combined culling parameters.
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9.发明申请公开(公告)号：US20190147120A1
公开(公告)日：2019-05-16
申请号：US16184975
申请日：2018-11-08
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
IPC: G06F17/50
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.
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10.发明申请公开(公告)号：US20190147119A1
公开(公告)日：2019-05-16
申请号：US16184974
申请日：2018-11-08
Applicant: AUTODESK, INC.
Inventor： David BENJAMIN , James STODDART , Lorenzo VILLAGGI , Danil NAGY
IPC: G06F17/50
Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.
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