Patents by Inventor Ildar Khabibrakhmanov

Ildar Khabibrakhmanov 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).

  • Publication number: 20190317244
    Abstract: A set of characteristics of a period is extracted from a forecast that is applicable to the period and a geographical area. From a repository, a set of historical data is selected corresponding to a historical period, the set of historical data including a historical forecast related to the geographical area, and an actual measurement of wind at a location in the geographical area, the set of historical data having a subset of the set of characteristics. From the set of historical data, a function is computed to represent a discrepancy between the historical forecast and the actual measurement over the historical period. A bias value is computed from the function. By applying the bias to a value in the forecast, an adjusted forecast is produced of winds at a wind turbine located at a location in the geographical area.
    Type: Application
    Filed: May 30, 2019
    Publication date: October 17, 2019
    Applicant: International Business Machines Corporation
    Inventors: James P. Cipriani, Ildar Khabibrakhmanov, Younghun Kim, Anthony P. Praino, Lloyd A. Treinish
  • Patent number: 10386543
    Abstract: A set of characteristics of a period is extracted from a forecast that is applicable to the period and a geographical area. From a repository, a set of historical data is selected corresponding to a historical period, the set of historical data including a historical forecast related to the geographical area, and an actual measurement of wind at a location in the geographical area, the set of historical data having a subset of the set of characteristics. From the set of historical data, a function is computed to represent a discrepancy between the historical forecast and the actual measurement over the historical period. A bias value is computed from the function. By applying the bias to a value in the forecast, an adjusted forecast is produced of winds at a wind turbine located at a location in the geographical area.
    Type: Grant
    Filed: August 1, 2016
    Date of Patent: August 20, 2019
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: James P. Cipriani, Ildar Khabibrakhmanov, Younghun Kim, Anthony P. Praino, Lloyd A. Treinish
  • Patent number: 10331089
    Abstract: Embodiments are directed to a computer-implemented method of forecasting power generation. The method includes analyzing, using a processor, a set of historical weather data. A set of historical power generation data is analyzed using the processor. The processor then determines a plurality of clusters, where each cluster of the plurality of clusters represents weather data for a time period and power generated during the time period. The processor then receives a weather forecast for a future time period. The processor determines which cluster of the set of cluster contains weather data that is most similar to the weather forecast. The processor then uses the historical power generation data of the cluster to forecast power generation for the future time period.
    Type: Grant
    Filed: October 7, 2016
    Date of Patent: June 25, 2019
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Ildar Khabibrakhmanov, Tarun Kumar, Rui Zhang
  • Publication number: 20190064392
    Abstract: A method, computer system, and computer program product. Weather forecast data is generated with respect to an area encompassing a location of a solar farm by a computer system. Solar power output by the solar farm is forecasted by the computer system based on the generated weather forecast data. Forecasted solar power output data is generated by the computer system based on the forecasted solar power output by the solar farm. A power grid operation, including one or both of a power grid balancing operation and a power grid optimization operation, is performed based on the forecasted solar power output data.
    Type: Application
    Filed: August 30, 2017
    Publication date: February 28, 2019
    Inventors: MINWEI FENG, ILDAR KHABIBRAKHMANOV, TARUN KUMAR, MARK A. LAVIN, KEVIN W. WARREN, RUI ZHANG, WEI ZHANG
  • Publication number: 20180248380
    Abstract: Embodiments are directed to a computer-implemented method, computer system, and computer program product for forecasting power generation. The method includes receiving a first power generation forecast. A second power generation forecast is received, along with actual observed power generation. A model is created for the observed power generation based on the second power generation forecast. A third power generation forecast is created using the model for the observed power generation, the second power generation forecast, and the first power generation forecast.
    Type: Application
    Filed: February 28, 2017
    Publication date: August 30, 2018
    Inventors: Ildar Khabibrakhmanov, Tarun Kumar, Mark A. Lavin, Rui Zhang
  • Publication number: 20180101147
    Abstract: Embodiments are directed to a computer-implemented method of forecasting power generation. The method includes analyzing, using a processor, a set of historical weather data. A set of historical power generation data is analyzed using the processor. The processor then determines a plurality of clusters, where each cluster of the plurality of clusters represents weather data for a time period and power generated during the time period. The processor then receives a weather forecast for a future time period. The processor determines which cluster of the set of cluster contains weather data that is most similar to the weather forecast. The processor then uses the historical power generation data of the cluster to forecast power generation for the future time period.
    Type: Application
    Filed: October 7, 2016
    Publication date: April 12, 2018
    Inventors: Ildar Khabibrakhmanov, Tarun Kumar, Rui Zhang
  • Publication number: 20180039891
    Abstract: Methods and systems for predicting irradiance include learning a classification model using unsupervised learning based on historical irradiance data. The classification model is updated using supervised learning based on an association between known cloudiness states and historical weather data. A cloudiness state is predicted based on forecasted weather data. An irradiance is predicted using a regression model associated with the cloudiness state.
    Type: Application
    Filed: August 2, 2016
    Publication date: February 8, 2018
    Inventors: Hendrik F. Hamann, Ildar Khabibrakhmanov, Younghun Kim, Siyuan Lu
  • Publication number: 20180031735
    Abstract: A set of characteristics of a period is extracted from a forecast that is applicable to the period and a geographical area. From a repository, a set of historical data is selected corresponding to a historical period, the set of historical data including a historical forecast related to the geographical area, and an actual measurement of wind at a location in the geographical area, the set of historical data having a subset of the set of characteristics. From the set of historical data, a function is computed to represent a discrepancy between the historical forecast and the actual measurement over the historical period. A bias value is computed from the function. By applying the bias to a value in the forecast, an adjusted forecast is produced of winds at a wind turbine located at a location in the geographical area.
    Type: Application
    Filed: August 1, 2016
    Publication date: February 1, 2018
    Applicant: International Business Machines Corporation
    Inventors: James P. Cipriani, Ildar Khabibrakhmanov, Younghun Kim, Anthony P. Praino, Lloyd A. Treinish
  • Patent number: 9857778
    Abstract: Embodiments are directed to a computer-implemented method, computer system, and computer program product of forecasting power generation. The method includes analyzing a set of historical power generation data. Thereafter a set of clusters is determined wherein each cluster of the set of clusters represents power generated during the time period. Then receiving actual power generation data for a portion of the time period. Thereafter, determining which cluster of the set of clusters contains historical power generation data that is most similar to the actual power generation data. Then forecasting power generation for a remainder of the time period, using the historical power generation data of the cluster.
    Type: Grant
    Filed: October 7, 2016
    Date of Patent: January 2, 2018
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Ildar Khabibrakhmanov, Tarun Kumar, Mark A. Lavin, Rui Zhang
  • Publication number: 20170286838
    Abstract: A method for predicting solar power generation receives historical power profile data and historical weather micro-forecast data at a given location for a set of days. Based on power output features for the days, clusters are generated. A classification model that assigns a day to a generated cluster according to weather features is created. For each cluster, a regression model that takes as input weather features and outputs predicted solar power is built. A system includes a sensor for collecting meteorological data at a solar farm, a meter for measuring photovoltaic power output of the solar farm, and a computer processor for executing instructions to predict solar power generation at the solar farm according to the method disclosed, based on data from the sensor and the meter, for a predefined time period. Further instructions predict solar power generation at the solar farm based on a micro-forecast for the solar farm.
    Type: Application
    Filed: March 29, 2016
    Publication date: October 5, 2017
    Inventors: James P. Cipriani, Ildar Khabibrakhmanov, Younghun Kim, Siyuan Lu, Anthony P. Praino
  • Patent number: 8583639
    Abstract: A method for automatically determining an Internet home page corresponding to a named entity identified by a specified descriptor including building a trained machine-learning model, generating candidate matches from the specified descriptor, wherein each candidate match includes an Internet address, extracting content-based features from websites associated with the Internet addresses of the candidate matches, determining a model score for each candidate match based on the content-based features using the trained machine-learning model, and determining a match from among the candidate matches according to the scores, wherein the match is returned as the Internet home page corresponding to the named entity.
    Type: Grant
    Filed: February 19, 2008
    Date of Patent: November 12, 2013
    Assignee: International Business Machines Corporation
    Inventors: Upendra Chitnis, Wojciech Gryc, Ildar Khabibrakhmanov, Richard D. Lawrence, Prem Melville, Cezar Pendus
  • Publication number: 20090210419
    Abstract: A method for automatically determining an Internet home page corresponding to a named entity identified by a specified descriptor including building a trained machine-learning model, generating candidate matches from the specified descriptor, wherein each candidate match includes an Internet address, extracting content-based features from websites associated with the Internet addresses of the candidate matches, determining a model score for each candidate match based on the content-based features using the trained machine-learning model, and determining a match from among the candidate matches according to the scores, wherein the match is returned as the Internet home page corresponding to the named entity.
    Type: Application
    Filed: February 19, 2008
    Publication date: August 20, 2009
    Inventors: UPENDRA CHITNIS, Wojciech Gryc, Ildar Khabibrakhmanov, Richard D. Lawrence, Prem Melville, Cezar Pendus
  • Patent number: 7401263
    Abstract: A system and method for detecting trends in time-managed lifetime data for products shipped in distinct vintages within a time window. Data is consolidated from several sources and represented in a form amenable to detection of trends using a criterion for measuring failure. A weight is applied to the failure measures, the weight increasing over the time the products are in the time window. A function of weighted failures is used to define a severity index for proximity to an unacceptable level of failures, and an alarm signal is triggered at a threshold level that allows the level of false alarms to be pre-set.
    Type: Grant
    Filed: May 19, 2005
    Date of Patent: July 15, 2008
    Assignee: International Business Machines Corporation
    Inventors: Andrew J. Dubois, Jr., Vaughn Robert Evans, David L. Jensen, Ildar Khabibrakhmanov, Stephen Restivo, Christopher D. Ross, Emmanuel Yashchin
  • Publication number: 20060265625
    Abstract: A system and method for detecting trends in time-managed lifetime data for products shipped in distinct vintages within a time window. Data is consolidated from several sources and represented in a form amenable to detection of trends using a criterion for measuring failure. A weight is applied to the failure measures, the weight increasing over the time the products are in the time window. A function of weighted failures is used to define a severity index for proximity to an unacceptable level of failures, and an alarm signal is triggered at a threshold level that allows the level of false alarms to be pre-set.
    Type: Application
    Filed: May 19, 2005
    Publication date: November 23, 2006
    Inventors: Andrew Dubois, Vaughn Evans, David Jensen, Ildar Khabibrakhmanov, Stephen Restivo, Christopher Ross, Emmanuel Yashchin
  • Publication number: 20060112073
    Abstract: Design and deployment of an interface for a data processing application is facilitated by a tool, preferably implemented in software, which parses a description of data to form a hierarchy of groups of selector, terminal and intermediate attributes, including generation of attributes through specification of analyses of data, to develop an interface building program which, when executed, builds an interface for the data processing application. The attributes of the hierarchy are configured into layers, analyses are selected and/or specified, interface display pages are configured and global controls are specified using the tool. Markers having freely definable visual attributes and properties corresponding to analysis results such as return codes provide a condensed display which also facilitates access to data nested beneath each marker.
    Type: Application
    Filed: November 22, 2004
    Publication date: May 25, 2006
    Inventors: David Jensen, Ildar Khabibrakhmanov, Prince Stanley, Emmanuel Yashchin