Patents by Inventor Sagarkumar J. Panchal
Sagarkumar J. Panchal has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 12370682Abstract: One variation of a method for autonomously scanning and processing a part includes: accessing a part model representing a part positioned in a work zone adjacent a robotic system; retrieving a sanding head translation speed; retrieving a toolpath for execution on the part defining positions, orientations, and target forces applied by the sanding head to the part. The method includes traversing the sanding head along the toolpath, at the sanding head translation speed; reading a sequence of applied forces from a force sensor coupled to the sanding head at positions along the toolpath; and deviating from the toolpath to maintain the set of applied forces within a threshold difference of a sequence of target forces along the toolpath. In one variation of the method, the robotic system executes a toolpath at a duration less than target duration by selectively varying target force and sanding head translation speed across the part.Type: GrantFiled: October 15, 2024Date of Patent: July 29, 2025Assignee: GrayMatter Robotics Inc.Inventors: Miguel A. Chavez-Garcia, Yi-Wei Chen, Cheng Gong, Shreyash Gotee, Rishav Guha, Satyandra K. Gupta, Shreeya Jain, Ariyan M. Kabir, Ceasar G. Navarro, Husein M. Noble, Alessandra B. Palacios Puga, Sagarkumar J. Panchal, Apoorva Patil, Pragadeeshkumar Rajavel, Brual C. Shah, Akshita Venkatachalam, Murilo M. Zelic
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Patent number: 12370683Abstract: A method includes: accessing a toolpath and processing parameters—including a target force and feed rate—assigned to a region of a workpiece; and accessing a wear model representing abrasive degradation of a sanding pad arranged on a sanding head. The method also includes, during a processing cycle: accessing force values output by a force sensor 199 coupled to the sanding head; navigating the sanding head across the workpiece region according to the toolpath and, based on the force values deviating the sanding head from the toolpath to maintain forces of the sanding head on the workpiece region proximal the target force; accessing contact characteristics representing contact between the sanding pad and the workpiece; estimating abrasive degradation of the sanding pad based on the wear model and the sequence of contact characteristics; and modifying the set of processing parameters based on the abrasive degradation.Type: GrantFiled: October 15, 2024Date of Patent: July 29, 2025Assignee: GrayMatter Robotics Inc.Inventors: Miguel A. Chavez-Garcia, Yi-Wei Chen, Cheng Gong, Shreyash Gotee, Rishav Guha, Satyandra K. Gupta, Shreeya Jain, Ariyan M. Kabir, Ceasar G. Navarro, Husein M. Noble, Alessandra B. Palacios Puga, Sagarkumar J. Panchal, Apoorva Patil, Pragadeeshkumar Rajavel, Brual C. Shah, Akshita Venkatachalam, Murilo M. Zelic
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Publication number: 20250033205Abstract: One variation of a method for autonomously scanning and processing a part includes: accessing a part model representing a part positioned in a work zone adjacent a robotic system; retrieving a sanding head translation speed; retrieving a toolpath for execution on the part defining positions, orientations, and target forces applied by the sanding head to the part. The method includes traversing the sanding head along the toolpath, at the sanding head translation speed; reading a sequence of applied forces from a force sensor coupled to the sanding head at positions along the toolpath; and deviating from the toolpath to maintain the set of applied forces within a threshold difference of a sequence of target forces along the toolpath. In one variation of the method, the robotic system executes a toolpath at a duration less than target duration by selectively varying target force and sanding head translation speed across the part.Type: ApplicationFiled: October 15, 2024Publication date: January 30, 2025Inventors: Miguel A. Chavez-Garcia, Yi-Wei Chen, Cheng Gong, Shreyash Gotee, Rishav Guha, Satyandra K. Gupta, Shreeya Jain, Ariyan M. Kabir, Ceasar G. Navarro, Husein M. Noble, Alessandra B. Palacios Puga, Sagarkumar J. Panchal, Apoorva Patil, Pragadeeshkumar Rajavel, Brual C. Shah, Akshita Venkatachalam, Murilo M. Zelic
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Publication number: 20250033206Abstract: A method includes: accessing a toolpath and processing parameters—including a target force and feed rate—assigned to a region of a workpiece; and accessing a wear model representing abrasive degradation of a sanding pad arranged on a sanding head. The method also includes, during a processing cycle: accessing force values output by a force sensor 199 coupled to the sanding head; navigating the sanding head across the workpiece region according to the toolpath and, based on the force values deviating the sanding head from the toolpath to maintain forces of the sanding head on the workpiece region proximal the target force; accessing contact characteristics representing contact between the sanding pad and the workpiece; estimating abrasive degradation of the sanding pad based on the wear model and the sequence of contact characteristics; and modifying the set of processing parameters based on the abrasive degradation.Type: ApplicationFiled: October 15, 2024Publication date: January 30, 2025Inventors: Miguel A. Chavez-Garcia, Yi-Wei Chen, Cheng Gong, Shreyash Gotee, Rishav Guha, Satyandra K. Gupta, Shreeya Jain, Ariyan M. Kabir, Ceasar G. Navarro, Husein M. Noble, Alessandra B. Palacios Puga, Sagarkumar J. Panchal, Apoorva Patil, Pragadeeshkumar Rajavel, Brual C. Shah, Akshita Venkatachalam, Murilo M. Zelic
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Publication number: 20240424670Abstract: A method includes, traversing a laser line scanning sensor over a workpiece to generate a series of scan data according to a first set of scan parameters; assembling the series of scan data into a virtual model; detecting a first hole, defining absence of scan data, in a first region of the virtual model; responsive to the first hole defining a dimension less than a threshold dimension, assigning the first set of scan parameters to the first region; detecting a second hole, in a second region of the virtual model; responsive to the second hole defining a dimension greater than the threshold dimension, defining a second set of scan parameters associated with an increased resolution and assigning the second set of scan parameters to the second workpiece region; and compiling the first and second set of scan parameters into a scan protocol defining a minimum scan cycle duration.Type: ApplicationFiled: September 6, 2024Publication date: December 26, 2024Inventors: Avadhoot L. Ahire, Rishav Guha, Satyandra K. Gupta, Ariyan M. Kabir, Sagarkumar J. Panchal, Brual C. Shah
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Patent number: 12172266Abstract: A method for media blasting a workpiece includes, during a scan cycle: accessing a first set of images captured by an optical sensor traversing a scan path over the workpiece; compiling the first set of images into a virtual model of the workpiece; accessing a first set of blast parameters; generating a first tool path for a first workpiece region of the workpiece based on a geometry of the workpiece represented in the virtual model and the first set of blast parameters. The method further includes, during a processing cycle: via the set of actuators, navigating the blast nozzle over the first workpiece region according to the first tool path; and projecting blasting media toward the workpiece according to the first set of blast parameters.Type: GrantFiled: March 18, 2024Date of Patent: December 24, 2024Assignee: GrayMatter Robotics Inc.Inventors: Avadhoot L. Ahire, Miguel A. Chavez-Garcia, Satyandra K. Gupta, Ariyan M. Kabir, Vihan Krishnan, Ashish Kulkarni, Sagarkumar J. Panchal, Christian A. Salinas, Brual C. Shah, Rahul S. Thorat, Jeano J. Vincent, Murilo M. Zelic
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Patent number: 12134166Abstract: A method for autonomously grinding a workpiece includes: accessing a virtual model defining a geometry of the workpiece; identifying a grinding region on the workpiece; and projecting a target grinding profile onto the grinding region on the workpiece. The method also includes: based a geometry of the workpiece and the target grinding profile, generating a tool path for removal of material from the grinding region to the target grinding profile; and assigning a target force to the target region. The method also includes, during a processing cycle: accessing a sequence of force values output by a force sensor coupled to a grinding head; navigating the grinding head across the grinding region according to the tool path; and, based on the sequence of force values, deviating the grinding head from the tool path to maintain forces of the grinding head on the grinding region proximal the target force.Type: GrantFiled: May 30, 2024Date of Patent: November 5, 2024Assignee: GrayMatter Robotics Inc.Inventors: Avadhoot L. Ahire, Bharat S. Deshkulkarni, Satyandra K. Gupta, Nathan Ince, Ariyan M. Kabir, Ashish Kulkarni, Sagarkumar J. Panchal, Martin G. Philo, Brual C. Shah, Jeano J. Vincent
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Publication number: 20240351202Abstract: A method includes: accessing a coating thickness range for workpiece coating; triggering an optical sensor to capture scan data representing the workpiece; triggering a depth sensor to capture a first depth value; assembling the scan data into a first virtual model representing the workpiece; defining first spray parameters corresponding to a minimum coating thickness; defining a first toolpath; driving a coating applicator along the first toolpath to spray the coating onto the workpiece; triggering the depth sensor to capture a second depth value; calculating a first coating thickness based on the first depth value and the second depth value; in response to the first coating thickness falling below the target minimum coating thickness defining a second set of spray parameters and a second toolpath; and driving the coating applicator along the second toolpath to spray the coating onto the workpiece according to the second set of spray parameters.Type: ApplicationFiled: June 28, 2024Publication date: October 24, 2024Inventors: Avadhoot L. Ahire, Miguel A. Chavez-Garcia, Satyandra K. Gupta, Ariyan M. Kabir, Ashish Kulkarni, Ceasar G. Navarro, Sagarkumar J. Panchal, Martin G. Philo, Christian A. Salinas, Brual C. Shah, Achille Verheye, Jeano J. Vincent, Murilo M. Zelic
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Patent number: 12109703Abstract: A method includes, traversing a laser line scanning sensor over a workpiece to generate a series of scan data according to a first set of scan parameters; assembling the series of scan data into a virtual model; detecting a first hole, defining absence of scan data, in a first region of the virtual model; responsive to the first hole defining a dimension less than a threshold dimension, assigning the first set of scan parameters to the first region; detecting a second hole, in a second region of the virtual model; responsive to the second hole defining a dimension greater than the threshold dimension, defining a second set of scan parameters associated with an increased resolution and assigning the second set of scan parameters to the second workpiece region; and compiling the first and second set of scan parameters into a scan protocol defining a minimum scan cycle duration.Type: GrantFiled: November 13, 2023Date of Patent: October 8, 2024Assignee: GrayMatter Robotics Inc.Inventors: Avadhoot L. Ahire, Rishav Guha, Satyandra K. Gupta, Ariyan M. Kabir, Sagarkumar J. Panchal, Brual C. Shah
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Publication number: 20240286281Abstract: A method includes: accessing a virtual model defining a geometry of a workpiece; navigating an optical sensor about the workpiece; accessing an image of the workpiece; detecting a marker, on the workpiece, depicted in the image; defining a first workpiece region of the workpiece bounded by the marker; defining a toolpath within the first workpiece region based on a geometry of the first workpiece region represented in the virtual model; assigning a first target force to the first toolpath; and during a processing cycle accessing a first sequence of force values output by a force sensor coupled to the sanding head, navigating the sanding head across the first workpiece region according to the first toolpath, and based on the first sequence of force values, deviating the sanding head from the first toolpath to maintain forces of the sanding head on the workpiece proximal the first target force.Type: ApplicationFiled: April 1, 2024Publication date: August 29, 2024Inventors: Avadhoot L. Ahire, Cheng Gong, Rishav Guha, Satyandra K. Gupta, Ariyan M. Kabir, Sagarkumar J. Panchal, Brual C. Shah
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Patent number: 12059808Abstract: A method includes: accessing a coating thickness range for workpiece coating; triggering an optical sensor to capture scan data representing the workpiece; triggering a depth sensor to capture a first depth value; assembling the scan data into a first virtual model representing the workpiece; defining first spray parameters corresponding to a minimum coating thickness; defining a first toolpath; driving a coating applicator along the first toolpath to spray the coating onto the workpiece; triggering the depth sensor to capture a second depth value; calculating a first coating thickness based on the first depth value and the second depth value; in response to the first coating thickness falling below the target minimum coating thickness defining a second set of spray parameters and a second toolpath; and driving the coating applicator along the second toolpath to spray the coating onto the workpiece according to the second set of spray parameters.Type: GrantFiled: January 11, 2024Date of Patent: August 13, 2024Assignee: GrayMatter Robotics Inc.Inventors: Avadhoot L. Ahire, Miguel A. Chavez-Garcia, Satyandra K. Gupta, Ariyan M. Kabir, Ashish Kulkarni, Ceasar G. Navarro, Sagarkumar J. Panchal, Martin G Philo, Christian A. Salinas, Brual C. Shah, Achille Verheye, Jeano J. Vincent, Murilo M. Zelic
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Publication number: 20240181636Abstract: A method includes: accessing a coating thickness range for workpiece coating; triggering an optical sensor to capture scan data representing the workpiece; triggering a depth sensor to capture a first depth value; assembling the scan data into a first virtual model representing the workpiece; defining first spray parameters corresponding to a minimum coating thickness; defining a first toolpath; driving a coating applicator along the first toolpath to spray the coating onto the workpiece; triggering the depth sensor to capture a second depth value; calculating a first coating thickness based on the first depth value and the second depth value; in response to the first coating thickness falling below the target minimum coating thickness defining a second set of spray parameters and a second toolpath; and driving the coating applicator along the second toolpath to spray the coating onto the workpiece according to the second set of spray parameters.Type: ApplicationFiled: January 11, 2024Publication date: June 6, 2024Inventors: Avadhoot L. Ahire, Miguel A. Chavez-Garcia, Satyandra K. Gupta, Ariyan M. Kabir, Ashish Kulkarni, Ceasar G. Navarro, Sagarkumar J. Panchal, Martin G. Philo, Christian A. Salinas, Brual C. Shah, Achille Verheye, Jeano J. Vincent, Murilo M. Zelic
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Publication number: 20240149445Abstract: A method includes, traversing a laser line scanning sensor over a workpiece to generate a series of scan data according to a first set of scan parameters; assembling the series of scan data into a virtual model; detecting a first hole, defining absence of scan data, in a first region of the virtual model; responsive to the first hole defining a dimension less than a threshold dimension, assigning the first set of scan parameters to the first region; detecting a second hole, in a second region of the virtual model; responsive to the second hole defining a dimension greater than the threshold dimension, defining a second set of scan parameters associated with an increased resolution and assigning the second set of scan parameters to the second workpiece region; and compiling the first and second set of scan parameters into a scan protocol defining a minimum scan cycle duration.Type: ApplicationFiled: November 13, 2023Publication date: May 9, 2024Inventors: Avadhoot L. Ahire, Rishav Guha, Satyandra K. Gupta, Ariyan M. Kabir, Sagarkumar J. Panchal, Brual C. Shah
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Patent number: 11975453Abstract: A method includes: accessing a virtual model defining a geometry of a workpiece; navigating an optical sensor about the workpiece; accessing an image of the workpiece; detecting a marker, on the workpiece, depicted in the image; defining a first workpiece region of the workpiece bounded by the marker; defining a toolpath within the first workpiece region based on a geometry of the first workpiece region represented in the virtual model; assigning a first target force to the first toolpath; and during a processing cycle accessing a first sequence of force values output by a force sensor coupled to the sanding head, navigating the sanding head across the first workpiece region according to the first toolpath, and based on the first sequence of force values, deviating the sanding head from the first toolpath to maintain forces of the sanding head on the workpiece proximal the first target force.Type: GrantFiled: November 29, 2023Date of Patent: May 7, 2024Assignee: GrayMatter Robotics Inc.Inventors: Avadhoot L. Ahire, Cheng Gong, Rishav Guha, Satyandra K. Gupta, Ariyan M Kabir, Sagarkumar J. Panchal, Brual C. Shah
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Publication number: 20240091935Abstract: A method includes: accessing a virtual model defining a geometry of a workpiece; navigating an optical sensor about the workpiece; accessing an image of the workpiece; detecting a marker, on the workpiece, depicted in the image; defining a first workpiece region of the workpiece bounded by the marker; defining a toolpath within the first workpiece region based on a geometry of the first workpiece region represented in the virtual model; assigning a first target force to the first toolpath; and during a processing cycle accessing a first sequence of force values output by a force sensor coupled to the sanding head, navigating the sanding head across the first workpiece region according to the first toolpath, and based on the first sequence of force values, deviating the sanding head from the first toolpath to maintain forces of the sanding head on the workpiece proximal the first target force.Type: ApplicationFiled: November 29, 2023Publication date: March 21, 2024Inventors: Avadhoot L. Ahire, Cheng Gong, Rishav Guha, Satyandra K. Gupta, Ariyan M. Kabir, Sagarkumar J. Panchal, JR., Brual C. Shah