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OpenAlex: !!python/object/new:pyalex.api.Topic
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    cited_by_count: 663746
   "display_name": "Machine Fault Diagnosis and Prognostics",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on machine fault diagnosis and prognostics using methods such as Empirical Mode Decomposition, wavelet transform, and deep learning. It covers topics like condition monitoring, vibration analysis, and remaining useful life estimation for rotating machinery. The research explores the application of machine learning techniques, neural networks, and signal processing in fault detection and health management of various mechanical systems.",
    description: This cluster of papers focuses on machine fault diagnosis and prognostics
  "keywords": [
      using methods such as Empirical Mode Decomposition, wavelet transform, and deep
     "Empirical Mode Decomposition",
      learning. It covers topics like condition monitoring, vibration analysis, and
    "Fault Diagnosis",
      remaining useful life estimation for rotating machinery. The research explores
     "Machine Learning",
      the application of machine learning techniques, neural networks, and signal
    "Condition Monitoring",
      processing in fault detection and health management of various mechanical systems.
    "Vibration Analysis",
     display_name: Machine Fault Diagnosis and Prognostics
     "Deep Learning",
     domain:
    "Remaining Useful Life Estimation",
      display_name: Physical Sciences
     "Wavelet Transform",
      id: https://openalex.org/domains/3
    "Rotating Machinery",
     field:
    "Neural Networks"
      display_name: Engineering
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     "display_name": "Control and Systems Engineering"
     - Fault Diagnosis
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    - Machine Learning
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     - Vibration Analysis
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    - Deep Learning
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     - Remaining Useful Life Estimation
  "domain": {
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     "id": "https://openalex.org/domains/3",
    - Rotating Machinery
     "display_name": "Physical Sciences"
    - Neural Networks
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       "id": "https://openalex.org/T10972",
     - display_name: Analysis and Control of Axially Moving Dynamics
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    - display_name: Analysis and Design of Fractional Order Control Systems
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    - display_name: Application of Wireless Sensor Networks
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    - display_name: Applications of Programmable Logic Controllers (PLCs)
      "display_name": "Analysis and Control of Distributed Parameter Systems"
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      "display_name": "Applications of Programmable Logic Controllers (PLCs)"
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       "id": "https://openalex.org/T13382",
    - display_name: Dynamics and Control of Magnetic Levitation Systems
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      "display_name": "Control and Synchronization in Microgrid Systems"
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       "id": "https://openalex.org/T11525",
    - display_name: Fault Diagnosis in Complex Systems
      "display_name": "Control Issues in Nanopositioning Systems"
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      "display_name": "Control of Nonholonomic Mobile Robots"
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    - display_name: Iterative Learning Control in Engineering Practice
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       "id": "https://openalex.org/T13717",
    - display_name: Kinematic and Dynamic Analysis of Robot Manipulators
      "display_name": "Control Systems and Network Applications"
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       "id": "https://openalex.org/T14225",
    - display_name: Model Reference Adaptive Control in Engineering Systems
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    - display_name: Modeling and Control of Port-Hamiltonian Systems
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    - display_name: Network Centric Warfare and Organizational Design
      "display_name": "Dynamics and Control of Multibody Mechanical Systems"
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    - display_name: Networked Control Systems
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       "id": "https://openalex.org/T12941",
    - display_name: Operations Research in Mine Planning
      "display_name": "Embedded Systems and Data Acquisition"
       id: https://openalex.org/T13065
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    - display_name: Optimization of Elevator Traffic Control Systems
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       "id": "https://openalex.org/T14083",
    - display_name: Process Fault Detection and Diagnosis in Industries
      "display_name": "Extremum Seeking Control in Dynamic Systems"
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    },
    - display_name: Pulsed Power Technology and Applications
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       id: https://openalex.org/T11920
       "id": "https://openalex.org/T13293",
    - display_name: Real-Time Simulation Technologies for Power Systems
      "display_name": "Fault Diagnosis in Complex Systems"
       id: https://openalex.org/T12810
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       "id": "https://openalex.org/T14420",
    - display_name: Robotic Grasping and Learning from Demonstration
      "display_name": "Integration of Cyber, Physical, and Social Systems"
       id: https://openalex.org/T10653
    },
    - display_name: Security Challenges in Smart Grid Systems
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       "id": "https://openalex.org/T14474",
    - display_name: Simulation and Optimization of Industrial Processes
      "display_name": "Intelligent Control System for Industrial Processes"
       id: https://openalex.org/T14270
    },
    - display_name: State-of-the-Art in Process Optimization under Uncertainty
    {
       id: https://openalex.org/T11053
       "id": "https://openalex.org/T11749",
    - display_name: System Identification Techniques
      "display_name": "Iterative Learning Control in Engineering Practice"
       id: https://openalex.org/T11236
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    - display_name: System of Systems Engineering and Design
    {
       id: https://openalex.org/T12000
       "id": "https://openalex.org/T10571",
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       display_name: Control and Systems Engineering
    },
       id: https://openalex.org/subfields/2207
    {
    updated_date: '2024-05-20T05:04:30.364358'
       "id": "https://openalex.org/T10791",
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      "display_name": "Model Predictive Control in Industrial Processes"
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       "id": "https://openalex.org/T13954",
      "display_name": "Model Reference Adaptive Control in Engineering Systems"
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      "display_name": "Modeling and Control of Multidimensional Systems"
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    {
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      "display_name": "Modeling and Control of Port-Hamiltonian Systems"
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      "display_name": "Modeling and Control of Traffic Flow Systems"
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    {
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      "display_name": "Motion Synthesis and Control Techniques"
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    {
      "id": "https://openalex.org/T12709",
      "display_name": "Multi-Objective Transportation Problem Optimization"
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    {
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      "display_name": "Network Centric Warfare and Organizational Design"
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    {
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      "display_name": "Networked Control Systems"
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    {
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      "display_name": "Operations Research in Mine Planning"
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    {
       "id": "https://openalex.org/T14011",
      "display_name": "Optimization of Elevator Traffic Control Systems"
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    {
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      "display_name": "Process Fault Detection and Diagnosis in Industries"
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    {
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      "display_name": "Pulsed Power Technology and Applications"
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    {
       "id": "https://openalex.org/T12810",
      "display_name": "Real-Time Simulation Technologies for Power Systems"
    },
    {
       "id": "https://openalex.org/T10040",
      "display_name": "Robotic Control and Stabilization Techniques"
    },
    {
       "id": "https://openalex.org/T10653",
      "display_name": "Robotic Grasping and Learning from Demonstration"
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    {
       "id": "https://openalex.org/T10917",
      "display_name": "Security Challenges in Smart Grid Systems"
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    {
       "id": "https://openalex.org/T14270",
      "display_name": "Simulation and Optimization of Industrial Processes"
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    {
       "id": "https://openalex.org/T11053",
       "display_name": "State-of-the-Art in Process Optimization under Uncertainty"
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    {
       "id": "https://openalex.org/T11236",
      "display_name": "System Identification Techniques"
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  "cited_by_count": 753933,
  "updated_date": "2024-08-26T05:47:31.898522",
  "created_date": "2024-01-23"
}

Revision as of 13:43, 30 August 2024

{

 "id": "https://openalex.org/T10220",
 "display_name": "Machine Fault Diagnosis and Prognostics",
 "description": "This cluster of papers focuses on machine fault diagnosis and prognostics using methods such as Empirical Mode Decomposition, wavelet transform, and deep learning. It covers topics like condition monitoring, vibration analysis, and remaining useful life estimation for rotating machinery. The research explores the application of machine learning techniques, neural networks, and signal processing in fault detection and health management of various mechanical systems.",
 "keywords": [
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   "Fault Diagnosis",
   "Machine Learning",
   "Condition Monitoring",
   "Vibration Analysis",
   "Deep Learning",
   "Remaining Useful Life Estimation",
   "Wavelet Transform",
   "Rotating Machinery",
   "Neural Networks"
 ],
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   "display_name": "Physical Sciences"
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     "display_name": "Analysis and Control of Axially Moving Dynamics"
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     "display_name": "Control Issues in Nanopositioning Systems"
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     "display_name": "Control of Nonholonomic Mobile Robots"
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     "display_name": "Dynamic Line Rating for Power Networks"
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     "display_name": "Dynamics and Control of Magnetic Levitation Systems"
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     "display_name": "Dynamics and Control of Multibody Mechanical Systems"
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 "updated_date": "2024-08-26T05:47:31.898522",
 "created_date": "2024-01-23"

}