公开(公告)号：US11157662B2

公开(公告)日：2021-10-26

申请号：US16184974

申请日：2018-11-08

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/12 ,  G06Q40/00 ,  G06Q10/06 ,  G06Q50/16 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  G06F3/0481 ,  G06F3/0484

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.

公开(公告)号：US11144681B2

公开(公告)日：2021-10-12

申请号：US16181224

申请日：2018-11-05

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/12 ,  G06Q40/00 ,  G06Q10/06 ,  G06Q50/16 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  G06F3/0481 ,  G06F3/0484

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.

公开(公告)号：US12112100B2

公开(公告)日：2024-10-08

申请号：US17531622

申请日：2021-11-19

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/126 ,  G06Q10/0631 ,  G06Q40/12 ,  G06Q50/16 ,  G06F3/04815 ,  G06F3/04847 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  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.

公开(公告)号：US12073351B2

公开(公告)日：2024-08-27

申请号：US17098291

申请日：2020-11-13

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  Damon Lau ,  James Stoddart ,  Lorenzo Villaggi ,  Rui Wang ,  Lindsey Wikstrom

IPC: G06Q10/0639 ,  G06F16/901 ,  G06F30/13 ,  G06F30/18 ,  G06F30/20 ,  G06F30/28 ,  G06Q10/047 ,  G06Q10/0633 ,  G06Q10/0637 ,  G06Q10/067 ,  G06Q10/101 ,  G06Q50/08 ,  G06Q50/16 ,  G06Q50/163 ,  G06F111/02 ,  G06F111/04 ,  G06F111/10 ,  G06F119/02 ,  G06T17/20

CPC classification number: G06Q10/06393 ,  G06F16/9024 ,  G06F30/13 ,  G06F30/18 ,  G06F30/20 ,  G06F30/28 ,  G06Q10/047 ,  G06Q10/0633 ,  G06Q10/06375 ,  G06Q10/06395 ,  G06Q10/067 ,  G06Q10/101 ,  G06Q50/08 ,  G06Q50/163 ,  G06Q50/165 ,  G06F2111/02 ,  G06F2111/04 ,  G06F2111/10 ,  G06F2119/02 ,  G06T17/20

Abstract: A computer-implemented method for generating a building design for a building site having a complex shape comprises: generating a first group of processing areas from a plurality of processing areas associated with the building design and a second group of processing areas from the plurality of processing areas; generating a first building footprint leg that is sized to include the first group of processing areas and a second building footprint leg that is sized to include the second group of processing areas; at a pivot location, joining the first building footprint leg and the second building footprint leg at an aperture angle; performing a numerical simulation to position the first group of processing areas in the first building footprint leg and the second group of processing areas in the second building footprint leg to generate a candidate building design for the building site; and rendering the candidate building design.

公开(公告)号：US12008293B2

公开(公告)日：2024-06-11

申请号：US17531622

申请日：2021-11-19

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/126 ,  G06Q10/0631 ,  G06Q40/12 ,  G06Q50/16 ,  G06F3/04815 ,  G06F3/04847 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  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.

公开(公告)号：US11922099B2

公开(公告)日：2024-03-05

申请号：US17343566

申请日：2021-06-09

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/126 ,  G06Q10/0631 ,  G06Q40/12 ,  G06Q50/16 ,  G06F3/04815 ,  G06F3/04847 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20

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

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.

公开(公告)号：US11610170B2

公开(公告)日：2023-03-21

申请号：US17098282

申请日：2020-11-13

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  Damon Lau ,  James Stoddart ,  Lorenzo Villaggi ,  Rui Wang ,  Lindsey Wikstrom

IPC: G06Q10/06 ,  G06Q10/04 ,  G06F30/13 ,  G06Q10/10 ,  G06F16/901 ,  G06Q50/16 ,  G06F30/20 ,  G06F30/28 ,  G06F30/18 ,  G06Q50/08 ,  G06T17/20 ,  G06F111/04 ,  G06F111/02 ,  G06F111/10 ,  G06F119/02 ,  G06Q10/0639 ,  G06Q10/0633 ,  G06Q10/047 ,  G06Q10/101 ,  G06Q10/0637 ,  G06Q10/067

Abstract: A computer-implemented method for computationally determining ventilation efficiency when generating a building design comprises: generating a first three-dimensional (3D) mesh based on a first 3D building model; performing a first fluid dynamic computer simulation based on the first 3D mesh and first environmental data associated with the first 3D building model to generate a first output data set; and computing, based on the first output data set, a first value for a ventilation performance metric that is associated with the first 3D building model.

公开(公告)号：US11275872B2

公开(公告)日：2022-03-15

申请号：US16182557

申请日：2018-11-06

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/12 ,  G06Q40/00 ,  G06Q10/06 ,  G06Q50/16 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  G06F3/04815 ,  G06F3/04847

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.

公开(公告)号：US11222146B2

公开(公告)日：2022-01-11

申请号：US16184975

申请日：2018-11-08

Applicant: AUTODESK, INC.

Inventor： David Benjamin ,  James Stoddart ,  Lorenzo Villaggi ,  Danil Nagy

IPC: G06F30/13 ,  G06N3/12 ,  G06Q40/00 ,  G06Q10/06 ,  G06Q50/16 ,  G06F111/02 ,  G06F111/04 ,  G06F111/06 ,  G06F111/20 ,  G06F3/0481 ,  G06F3/0484

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.

公开(公告)号：US12190022B2

公开(公告)日：2025-01-07

申请号：US18047607

申请日：2022-10-18

Applicant: AUTODESK, INC.

Inventor： James Stoddart ,  David Benjamin ,  Danil Nagy ,  Damon Lau

IPC: G06F30/15 ,  B62D65/00 ,  G06F30/00 ,  G06F30/13

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.