Patents by Inventor Ali Maleki
Ali Maleki 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: 11227234Abstract: A normalized driver performance comparison framework can include predicting a plurality of scenarios of a ground vehicle. A Monte Carlo simulation can be utilized to determine results using the predicted plurality of scenarios and one or more predictive models. Best and worst possible scenarios and associated efficiency for an observed scenario can be determined based on the Monte Carlo simulation results. The efficiency for the observed scenario can be normalized as a function of the best and worst efficiencies.Type: GrantFiled: June 11, 2019Date of Patent: January 18, 2022Assignee: Traxen Inc.Inventors: Saeed Zamanzad Gavidel, Gerti Tuzi, Syed Ali, Ali Maleki
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Patent number: 11216748Abstract: A ground vehicle control system including a plurality of sensors and one or more predictive controllers. The sensors can be configured to detect environment information and vehicle operating information. The one or more predictive controllers can be configured to self-train for an energy consumption solution based on one or more control parameters including the environment information and the vehicle operating information.Type: GrantFiled: June 11, 2019Date of Patent: January 4, 2022Assignee: Traxen, Inc.Inventors: Naren Reddy Dhansri, Nabil H K Hirzallah, Michael Makowski, Mahmood Karimi, Gerti Tuzi, Syed Ali, Saeed Zamanzad Gavidel, Ali Maleki
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Publication number: 20210406008Abstract: A computing device including a plurality of sensors, a system-on-module, a safety microcontroller and a plurality of communication interfaces communicatively coupling the system-on-module, the safety microcontroller and the plurality of sensors together. The system-on module can include an integrated interconnection of a plurality of different types of cores and one or more different types of memory. The system-on module can be configured to control operation and or performance of a system. The safety microcontroller can be configured to provide safety supervision of the system-on-module.Type: ApplicationFiled: July 8, 2021Publication date: December 30, 2021Inventors: Ali MALEKI, Martha Elisa RODRIGUEZ ZULUETA, Prem Kumar SIVAKUMAR, Larry DEAL, Syed ALI
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Patent number: 11210609Abstract: Presented systems and methods facilitate efficient and effective performance of vehicle operations. In one embodiment, a system comprises a user interface, a processor, and a memory. The user interface is configured to convey information associated with operation of a vehicle to and from a user, wherein the information associated with the operation of the vehicle includes information associated with a performance objective. Information associated with the operation of the vehicle can include metric information that expresses a characteristic corresponding to the performance objective. The metric information can be associated with various aspects (e.g., current, future, etc.) of the vehicle operation. Processing by the processor can include comparative analysis of actual performance of the vehicle operation to target values associated with the vehicle operation. The user interface can include a performance indicator.Type: GrantFiled: June 11, 2019Date of Patent: December 28, 2021Assignee: Traxen Inc.Inventors: Syed Ali, Ali Maleki, Gerti Tuzi, Nabil Hk Hirzallah, Saeed Zamanzad Gavidel
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Patent number: 11188847Abstract: Techniques for utilizing a Monte Carlo model to perform pre-training of a ground vehicle controller. A sampled distribution of actions and corresponding states can be utilized to train a reinforcement learning controller policy, learn an action-value function, or select a set of control parameters with a predetermined loss.Type: GrantFiled: June 11, 2019Date of Patent: November 30, 2021Assignee: Traxen Inc.Inventors: Gerti Tuzi, Saeed Zamanzad Gavidel, Syed Ali, Ali Maleki
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Patent number: 11107002Abstract: Reinforcement learning based ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The reinforcement learning techniques can include training a reinforcement learning controller based on a simulated ground vehicle environment during a simulation mode, and then further training the reinforcement learning controller based on a ground vehicle environment during an operating mode of a ground vehicle.Type: GrantFiled: March 15, 2019Date of Patent: August 31, 2021Assignee: Traxen Inc.Inventors: Gerti Tuzi, Ali Maleki, Nabil H K Hirzallah, Michael Makowski, Naren Reddy Dhansri
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Patent number: 11072329Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.Type: GrantFiled: March 15, 2019Date of Patent: July 27, 2021Assignee: Traxen Inc.Inventors: Ali Maleki, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah, Gerti Tuzi
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Publication number: 20190375394Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.Type: ApplicationFiled: February 28, 2019Publication date: December 12, 2019Inventors: Ali Maleki, Gerti Tuzi, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah
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Publication number: 20190378036Abstract: Reinforcement learning based ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The reinforcement learning techniques can include training a reinforcement learning controller based on a simulated ground vehicle environment during a simulation mode, and then further training the reinforcement learning controller based on a ground vehicle environment during an operating mode of a ground vehicle.Type: ApplicationFiled: March 15, 2019Publication date: December 12, 2019Inventors: Gerti Tuzi, Ali Maleki, Nabil H K Hirzallah, Michael Makowski, Naren Reddy Dhansri
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Publication number: 20190378042Abstract: Techniques for utilizing a Monte Carlo model to perform pre-training of a ground vehicle controller. A sampled distribution of actions and corresponding states can be utilized to train a reinforcement learning controller policy, learn an action-value function, or select a set of control parameters with a predetermined loss.Type: ApplicationFiled: June 11, 2019Publication date: December 12, 2019Inventors: Gerti TUZI, Saeed ZAMANZAD GAVIDEL, Syed ALI, Ali MALEKI
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Publication number: 20190375407Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.Type: ApplicationFiled: March 15, 2019Publication date: December 12, 2019Inventors: Ali Maleki, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah, Gerti Tuzi
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Publication number: 20190378040Abstract: Presented systems and methods facilitate efficient and effective performance of vehicle operations. In one embodiment, a system comprises a user interface, a processor, and a memory. The user interface is configured to convey information associated with operation of a vehicle to and from a user, wherein the information associated with the operation of the vehicle includes information associated with a performance objective. Information associated with the operation of the vehicle can include metric information that expresses a characteristic corresponding to the performance objective. The metric information can be associated with various aspects (e.g., current, future, etc.) of the vehicle operation. Processing by the processor can include comparative analysis of actual performance of the vehicle operation to target values associated with the vehicle operation. The user interface can include a performance indicator.Type: ApplicationFiled: June 11, 2019Publication date: December 12, 2019Inventors: Syed ALI, Ali MALEKI, Gerti TUZI, Nabil HK HIRZALLAH, Saeed ZAMANZAD GAVIDEL
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Publication number: 20190378039Abstract: A normalized driver performance comparison framework can include predicting a plurality of scenarios of a ground vehicle. A Monte Carlo simulation can be utilized to determine results using the predicted plurality of scenarios and one or more predictive models. Best and worst possible scenarios and associated efficiency for an observed scenario can be determined based on the Monte Carlo simulation results. The efficiency for the observed scenario can be normalized as a function of the best and worst efficiencies.Type: ApplicationFiled: June 11, 2019Publication date: December 12, 2019Inventors: Saeed ZAMANZAD GAVIDEL, Gerti TUZI, Syed ALI, Ali MALEKI
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Publication number: 20190378041Abstract: A ground vehicle control system including a plurality of sensors and one or more predictive controllers. The sensors can be configured to detect environment information and vehicle operating information. The one or more predictive controllers can be configured to self-train for an energy consumption solution based on one or more control parameters including the environment information and the vehicle operating information.Type: ApplicationFiled: June 11, 2019Publication date: December 12, 2019Inventors: Naren Reddy DHANSRI, Nabil HK HIRZALLAH, Michael MAKOWSKI, Mahmood KARIMI, Gerti TUZI, Syed ALI, Saeed ZAMANZAD GAVIDEL, Ali MALEKI
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Publication number: 20130241279Abstract: Systems and methods for discharging a high voltage bus of an electric vehicle are disclosed. In some instances, the discharge components coupled to the high voltage bus may be located in different remotely located portions of the electric vehicle to increase reliability of the high voltage bus discharge system.Type: ApplicationFiled: March 13, 2012Publication date: September 19, 2013Applicant: Coda Automotive, Inc.Inventors: Dan Schum, Ali Maleki, Bryan Grider
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Publication number: 20130162009Abstract: A method and system for braking a vehicle are disclosed. The vehicle has at least one of an electronic stability control system and an antilock brake system. The vehicle may also include a regenerative brake adapted to apply a regenerative braking torque to slow the vehicle. The vehicle may further include a pressure sensor adapted to sense pressure in a hydraulic brake line. The pressure sensor may be a component of the at least one of the electronic stability control system and the antilock brake system. The vehicle may also include a controller adapted to control the regenerative braking torque of the regenerative brake based on at least the sensed pressure.Type: ApplicationFiled: December 22, 2011Publication date: June 27, 2013Applicant: Coda Automotive, Inc.Inventors: Kurt Mitts, Ali Maleki, Broc William TenHouten
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Patent number: 8380702Abstract: A database server provides a partitioned table with a corresponding locally partitioned index. When a request is made to load data into the table by an application, a table partition, along with a corresponding index partition, is created for the application. The corresponding index partition in marked as asynchronously maintained, allowing other index partitions to be used by the query optimizer in formulating query plans for other table partitions. Once the loading of data is complete, a synchronization operation is called with the result of conforming the data in the asynchronously maintained index partition with its corresponding table in which the data was loaded. Once the data in the corresponding table partition and the data in the asynchronously maintained index partition are synchronized, the asynchronously maintained index partition is marked as synchronously maintained.Type: GrantFiled: March 10, 2009Date of Patent: February 19, 2013Assignee: Oracle International CorporationInventors: Thomas Baby, Ali Maleki Tabar, Sivasankaran Chandrasekar
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Publication number: 20120316711Abstract: A cooling system is provided for cooling electronics and/or other heat sources using a liquid coolant. The cooling system may be provided with a detection arrangement to detect cooling anomalies, including gas bubbles or pockets and/or contaminants in the coolant, that could potentially reduce the cooling efficiency of the system. The cooling system includes a pump for moving or circulating a liquid coolant through the system. The detection arrangement may be arranged to monitor the speed of the pump and identify overspeed and/or underspeed events when the pump speed exceeds or is below a predetermined threshold speed or setpoint. The duration and/or number of detected events may be indicative of the presence of an anomaly with the system. The system may include one or more indicators that provide an indication of the operating condition of the cooling system based on the magnitude of the detected events.Type: ApplicationFiled: June 8, 2011Publication date: December 13, 2012Applicant: Coda Automotive, Inc.Inventors: Donald J. Christian, Ali Maleki, Dan Schum
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Publication number: 20100235348Abstract: A database server provides a partitioned table with a corresponding locally partitioned index. When a request is made to load data into the table by an application, a table partition, along with a corresponding index partition, is created for the application. The corresponding index partition in marked as asynchronously maintained, allowing other index partitions to be used by the query optimizer in formulating query plans for other table partitions. Once the loading of data is complete, a synchronization operation is called with the result of conforming the data in the asynchronously maintained index partition with its corresponding table in which the data was loaded. Once the data in the corresponding table partition and the data in the asynchronously maintained index partition are synchronized, the asynchronously maintained index partition is marked as synchronously maintained.Type: ApplicationFiled: March 10, 2009Publication date: September 16, 2010Applicant: ORACLE INTERNATIONAL CORPORATIONInventors: Thomas Baby, Ali Maleki Tabar, Sivasankaran Chandrasekar