with neural networks

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CPC
F05B2270/709

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FMECHANICAL ENGINEERING LIGHTING HEATING WEAPONS BLASTING ENGINES OR PUMPS F05Engines, pumps F05BINDEXING SCHEME RELATING TO MACHINES OR ENGINES OTHER THAN NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, TO WIND MOTORS, TO NON-POSITIVE DISPLACEMENT PUMPS, AND TO GENERATING COMBUSTION PRODUCTS OF HIGH PRESSURE OR HIGH VELOCITY F05B2270/00Control

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F05B2270/709with neural networks

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Patents Grantslast 30 patents

Information Patent Grant
Learning-based backup controller for a wind turbine
- Patent number 12,180,939
- Issue date Dec 31, 2024
- GE INFRASTRUCTURE TECHNOLOGY LLC
- Kalpesh Singal
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Wind turbine control based on reinforcement learning
- Patent number 12,110,867
- Issue date Oct 8, 2024
- Siemens Gamesa Renewable Energy A/S
- Bert Gollnick
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Correcting measured wind characteristic of a wind turbine
- Patent number 11,959,458
- Issue date Apr 16, 2024
- Siemens Gamesa Renewable Energy A/S
- Per Egedal
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Method and apparatus for inspecting wind turbine blade, and device...
- Patent number 11,905,926
- Issue date Feb 20, 2024
- ENVISION DIGITAL INTERNATIONAL PTE. LTD.
- Weiyu Cui
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Wind speed-tip speed ratio controlled wind turbine apparatus
- Patent number 11,879,434
- Issue date Jan 23, 2024
- King Fahd University of Petroleum & Minerals
- Mohammad Kamal Hossain
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Operating a wind turbine with sensors implemented by a trained mach...
- Patent number 11,867,154
- Issue date Jan 9, 2024
- Vestas Wind Systems A/S
- Goncalo Artur Duarte Pereira
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Hydraulic turbine cavitation acoustic signal identification method...
- Patent number 11,840,998
- Issue date Dec 12, 2023
- Zhejiang University
- Zheming Tong
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep learning-based cooling system temperature prediction apparatus...
- Patent number 11,795,973
- Issue date Oct 24, 2023
- Hyundai Motor Company
- Jae Woong Kim
- B60 - VEHICLES IN GENERAL
Information Patent Grant
Method and system for detecting machine defects
- Patent number 11,746,752
- Issue date Sep 5, 2023
- Aktiebolaget SKF
- Stig Erik Daniel Strömbergsson
- G01 - MEASURING TESTING
Information Patent Grant
Building system with automatic chiller anti-surge control
- Patent number 11,732,942
- Issue date Aug 22, 2023
- Johnson Controls Tyco IP Holdings LLP
- Liming Yang
- F04 - POSITIVE DISPLACEMENT MACHINES FOR LIQUIDS PUMPS FOR LIQUIDS OR ELASTIC...
Information Patent Grant
Wind turbine control apparatus and method therefor
- Patent number 11,585,322
- Issue date Feb 21, 2023
- King Fahd University of Petroleum & Minerals
- Mohammad Kamal Hossain
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Method and apparatus for self-adaption of a cut-out strategy
- Patent number 11,486,357
- Issue date Nov 1, 2022
- Beijing Goldwind Science & Creation Windpower Equipment Co., Ltd.
- Cheng Fang
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
System and method for detecting turbine underperformance and operat...
- Patent number 11,378,063
- Issue date Jul 5, 2022
- General Electric Company
- Zhanpan Zhang
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Deep hybrid convolutional neural network for fault diagnosis of win...
- Patent number 11,220,999
- Issue date Jan 11, 2022
- Palo Alto Research Center Incorporated
- Fangzhou Cheng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method for controlling operation of a wind turbine
- Patent number 10,605,228
- Issue date Mar 31, 2020
- General Electric Company
- Scott Charles Evans
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Reducing curtailment of wind power generation
- Patent number 10,330,081
- Issue date Jun 25, 2019
- International Business Machines Corporation
- Varun Badrinath Krishna
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Reducing curtailment of wind power generation
- Patent number 10,302,066
- Issue date May 28, 2019
- International Business Machines Corporation
- Varun Badrinath Krishna
- G05 - CONTROLLING REGULATING
Information Patent Grant
Reducing curtailment of wind power generation
- Patent number 10,288,038
- Issue date May 14, 2019
- International Business Machines Corporation
- Varun Badrinath Krishna
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Method and relevant system for converting mechanical energy from a...
- Patent number 9,856,857
- Issue date Jan 2, 2018
- CONSIGLIO NAZIONALE DELLE RICERCHE
- Gianpaolo Vitale
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Adaptive pitch control system for wind generators
- Patent number 9,347,430
- Issue date May 24, 2016
- KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS
- Abu Hamed Mohammed Abdur-Rahim
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Method and system for fluid wave energy conversion
- Patent number 8,716,880
- Issue date May 6, 2014
- Gareth J. Knowles
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Apparatus and method for extracting energy from fluid motion
- Patent number 8,633,608
- Issue date Jan 21, 2014
- AWS Ocean Energy Limited
- Simon Grey
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Method and system for predicting the occurrence of a wind gust at a...
- Patent number 8,527,453
- Issue date Sep 3, 2013
- Alstom Wind, S.L.U.
- José Miguel Garate Álvaro
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Power generator, fluid sensor, and fluid sensor net
- Patent number 8,499,627
- Issue date Aug 6, 2013
- NEC Corporation
- Yoshinori Hama
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Tidal power generator
- Patent number 7,999,444
- Issue date Aug 16, 2011
- Hideo Sunaga
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Grant
Electrical energy generator device with micro-fan array
- Patent number 7,282,838
- Issue date Oct 16, 2007
- CRF Societa Consortile per Azioni
- Alessandro Zanella
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Dynamically reconfigurable wind turbine blade assembly
- Patent number 6,769,873
- Issue date Aug 3, 2004
- The United States of America as represented by the Secretary of the Navy
- Charles H. Beauchamp
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Piezoelectric generation of electrical power from surface waves on...
- Patent number 5,578,889
- Issue date Nov 26, 1996
- Ocean Power Technologies, Inc
- Michael Y. Epstein
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Grant
Ocean wave energy conversion using piezoelectric material members
- Patent number 4,685,296
- Issue date Aug 11, 1987
- Joseph R. Burns
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...

Patents Applicationslast 30 patents

Information Patent Application
SYSTEM AND METHOD FOR ESTIMATING ENERGY PRODUCTION FROM A WIND TURBINE
- Publication number 20240392752
- Publication date Nov 28, 2024
- LM WIND POWER A/S
- Horacio BULACIO
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
RENEWABLE ENERGY PREDICTION METHODS AND SYSTEMS
- Publication number 20240384704
- Publication date Nov 21, 2024
- KRISTEN RENE SCHELL
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
PREDICTING GRID FREQUENCY
- Publication number 20240318632
- Publication date Sep 26, 2024
- Siemens Gamesa Renewable Energy Innovation & Technology S.L.
- Juan Fernandez Diaz
- G01 - MEASURING TESTING
Information Patent Application
PREDICTION AND PREVENTION OF SAFETY STOP OF A WIND TURBINE
- Publication number 20240141870
- Publication date May 2, 2024
- VESTAS WIND SYSTEMS A/S
- Morten Tim THORSEN
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
Method for Training a Machine Learning Model Usable for Determining...
- Publication number 20240084783
- Publication date Mar 14, 2024
- RWE Renewables Europe & Australia GmbH
- Wolfgang Moser
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
KALMAN FILTER AND DEEP REINFORCEMENT LEARNING BASED WIND TURBINE YA...
- Publication number 20240052804
- Publication date Feb 15, 2024
- Inwoo Chung
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
BUILDING SYSTEM WITH AUTOMATIC CHILLER ANTI-SURGE CONTROL
- Publication number 20230392846
- Publication date Dec 7, 2023
- Johnson Controls Tyco IP Holdings LLP
- Liming Yang
- F04 - POSITIVE DISPLACEMENT MACHINES FOR LIQUIDS PUMPS FOR LIQUIDS OR ELASTIC...
Information Patent Application
WIND SPEED-TIP SPEED RATIO CONTROLLED WIND TURBINE APPARATUS
- Publication number 20230383725
- Publication date Nov 30, 2023
- KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS
- Mohammad Kamal HOSSAIN
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
LEARNING-BASED BACKUP CONTROLLER FOR A WIND TURBINE
- Publication number 20230296078
- Publication date Sep 21, 2023
- GENERAL ELECTRIC COMPANY
- Kalpesh Singal
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
A METHOD AND AN APPARATUS FOR COMPUTER-IMPLEMENTED PREDICTION OF PO...
- Publication number 20230258161
- Publication date Aug 17, 2023
- Siemens Gamesa Renewable Energy Innovation & Technology S.L.
- Fernando Roque Martinez Mendoza
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Method and Apparatus for Inspecting Wind Turbine Blade, And Device...
- Publication number 20230123117
- Publication date Apr 20, 2023
- ENVISION DIGITAL INTERNATIONAL PTE. LTD.
- Weiyu CUI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR MONITORING WIND TURBINE ROTOR BLADES USING IN...
- Publication number 20230107092
- Publication date Apr 6, 2023
- LM WIND POWER A/S
- Arpit Jain
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD OF IMAGING A WIND TURBINE ROTOR BLADE
- Publication number 20230105991
- Publication date Apr 6, 2023
- Siemens Gamesa Renewable Energy A/S
- Maxim Karatajew
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
HYDRAULIC TURBINE CAVITATION ACOUSTIC SIGNAL IDENTIFICATION METHOD...
- Publication number 20230023931
- Publication date Jan 26, 2023
- Zhejiang University
- Zheming Tong
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
METHOD AND AN APPARATUS FOR COMPUTER-IMPLEMENTED MONITORING OF A WI...
- Publication number 20230010764
- Publication date Jan 12, 2023
- Siemens Gamesa Renewable Energy A/S
- Bert Gollnick
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
Turbine Monitoring and Maintenance
- Publication number 20220397097
- Publication date Dec 15, 2022
- COGNITIVE.BUSINESS LTD
- Christopher FRASER
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
WIND TURBINE CONTROL BASED ON REINFORCEMENT LEARNING
- Publication number 20220325696
- Publication date Oct 13, 2022
- Bert Gollnick
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
A METHOD FOR COMPUTER-IMPLEMENTED MONITORING OF A COMPONENT OF A WI...
- Publication number 20220228569
- Publication date Jul 21, 2022
- Siemens Gamesa Renewable Energy A/S
- Niels Lovmand Pedersen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REINFORCEMENT LEARNING-BASED REAL TIME ROBUST VARIABLE PITCH CONTRO...
- Publication number 20220186709
- Publication date Jun 16, 2022
- Shanghai Maritime University
- Peng CHEN
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
CORRECTING MEASURED WIND CHARACTERISTIC OF A WIND TURBINE
- Publication number 20220025854
- Publication date Jan 27, 2022
- Siemens Gamesa Renewable Energy A/S
- Per Egedal
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
METHOD AND APPARATUS FOR SELF-ADAPTION OF A CUT-OUT STRATEGY
- Publication number 20210372370
- Publication date Dec 2, 2021
- BEIJING GOLDWIND SCIENCE & CREATION WINDPOWER EQUIPMENT CO., LTD.
- Cheng FANG
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
CONTROL OF A WIND ENERGY INSTALLATION
- Publication number 20210340957
- Publication date Nov 4, 2021
- SIEMENS GAMESA RENEWABLE ENERGY SERVICE GMBH
- Jens Geisler
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
BUILDING SYSTEM WITH AUTOMATIC CHILLER ANTI-SURGE CONTROL
- Publication number 20210270510
- Publication date Sep 2, 2021
- Johnson Controls Technology Company
- Liming Yang
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
SYSTEM AND METHOD FOR DETECTING TURBINE UNDERPERFORMANCE AND OPERAT...
- Publication number 20210262446
- Publication date Aug 26, 2021
- GENERAL ELECTRIC COMPANY
- Zhanpan ZHANG
- F03 - MACHINES OR ENGINES FOR LIQUIDS WIND, SPRING WEIGHT AND MISCELLANEOUS M...
Information Patent Application
DEEP LEARNING-BASED COOLING SYSTEM TEMPERATURE PREDICTION APPARATUS...
- Publication number 20210018016
- Publication date Jan 21, 2021
- Hyundai Motor Company
- Jae Woong Kim
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
METHOD FOR CONTROLLING OPERATION OF A WIND TURBINE
- Publication number 20200056589
- Publication date Feb 20, 2020
- GENERAL ELECTRIC COMPANY
- Scott Charles Evans
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
Turbine Loads Determination and Condition Monitoring
- Publication number 20180335018
- Publication date Nov 22, 2018
- FRONTIER WIND, LLC
- Nannan Cao
- G05 - CONTROLLING REGULATING
Information Patent Application
NEURAL NETWORK FOR COMBUSTION SYSTEM FLAME DETECTION
- Publication number 20180016992
- Publication date Jan 18, 2018
- GENERAL ELECTRIC COMPANY
- Prabhanjana Kalya
- F02 - COMBUSTION ENGINES HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
Information Patent Application
ADAPTIVE PITCH CONTROL SYSTEM FOR WIND GENERATORS
- Publication number 20140306451
- Publication date Oct 16, 2014
- KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS
- ABU HAMED MOHAMMED ABDUR-RAHIM
- F05 - INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF...
Information Patent Application
HYBRID INTELLIGENT CONTROL METHOD AND SYSTEM FOR POWER GENERATING A...
- Publication number 20130085621
- Publication date Apr 4, 2013
- Institute of Nuclear Energy Research Atomic Energy Council Executive Yuan
- TING-CHIA OU
- G06 - COMPUTING CALCULATING COUNTING

with neural networks

Industry

Parent Industries

Current Industry

Patents Grantslast 30 patents

Learning-based backup controller for a wind turbine

Wind turbine control based on reinforcement learning

Correcting measured wind characteristic of a wind turbine

Method and apparatus for inspecting wind turbine blade, and device...

Wind speed-tip speed ratio controlled wind turbine apparatus

Operating a wind turbine with sensors implemented by a trained mach...

Hydraulic turbine cavitation acoustic signal identification method...

Deep learning-based cooling system temperature prediction apparatus...

Method and system for detecting machine defects

Building system with automatic chiller anti-surge control

Wind turbine control apparatus and method therefor

Method and apparatus for self-adaption of a cut-out strategy

System and method for detecting turbine underperformance and operat...

Deep hybrid convolutional neural network for fault diagnosis of win...

Method for controlling operation of a wind turbine

Reducing curtailment of wind power generation

Reducing curtailment of wind power generation

Reducing curtailment of wind power generation

Method and relevant system for converting mechanical energy from a...

Adaptive pitch control system for wind generators

Method and system for fluid wave energy conversion

Apparatus and method for extracting energy from fluid motion

Method and system for predicting the occurrence of a wind gust at a...

Power generator, fluid sensor, and fluid sensor net

Tidal power generator

Electrical energy generator device with micro-fan array

Dynamically reconfigurable wind turbine blade assembly

Piezoelectric generation of electrical power from surface waves on...

Ocean wave energy conversion using piezoelectric material members

Patents Applicationslast 30 patents

SYSTEM AND METHOD FOR ESTIMATING ENERGY PRODUCTION FROM A WIND TURBINE

RENEWABLE ENERGY PREDICTION METHODS AND SYSTEMS

PREDICTING GRID FREQUENCY

PREDICTION AND PREVENTION OF SAFETY STOP OF A WIND TURBINE

Method for Training a Machine Learning Model Usable for Determining...

KALMAN FILTER AND DEEP REINFORCEMENT LEARNING BASED WIND TURBINE YA...

BUILDING SYSTEM WITH AUTOMATIC CHILLER ANTI-SURGE CONTROL

WIND SPEED-TIP SPEED RATIO CONTROLLED WIND TURBINE APPARATUS

LEARNING-BASED BACKUP CONTROLLER FOR A WIND TURBINE

A METHOD AND AN APPARATUS FOR COMPUTER-IMPLEMENTED PREDICTION OF PO...

Method and Apparatus for Inspecting Wind Turbine Blade, And Device...

SYSTEM AND METHOD FOR MONITORING WIND TURBINE ROTOR BLADES USING IN...

METHOD OF IMAGING A WIND TURBINE ROTOR BLADE

HYDRAULIC TURBINE CAVITATION ACOUSTIC SIGNAL IDENTIFICATION METHOD...

METHOD AND AN APPARATUS FOR COMPUTER-IMPLEMENTED MONITORING OF A WI...

Turbine Monitoring and Maintenance

WIND TURBINE CONTROL BASED ON REINFORCEMENT LEARNING

A METHOD FOR COMPUTER-IMPLEMENTED MONITORING OF A COMPONENT OF A WI...

REINFORCEMENT LEARNING-BASED REAL TIME ROBUST VARIABLE PITCH CONTRO...

CORRECTING MEASURED WIND CHARACTERISTIC OF A WIND TURBINE

METHOD AND APPARATUS FOR SELF-ADAPTION OF A CUT-OUT STRATEGY

CONTROL OF A WIND ENERGY INSTALLATION

BUILDING SYSTEM WITH AUTOMATIC CHILLER ANTI-SURGE CONTROL

SYSTEM AND METHOD FOR DETECTING TURBINE UNDERPERFORMANCE AND OPERAT...

DEEP LEARNING-BASED COOLING SYSTEM TEMPERATURE PREDICTION APPARATUS...

METHOD FOR CONTROLLING OPERATION OF A WIND TURBINE

Turbine Loads Determination and Condition Monitoring

NEURAL NETWORK FOR COMBUSTION SYSTEM FLAME DETECTION

ADAPTIVE PITCH CONTROL SYSTEM FOR WIND GENERATORS

HYBRID INTELLIGENT CONTROL METHOD AND SYSTEM FOR POWER GENERATING A...