rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Model-based Fault Diagnosis Techniques
    sub title: Design Schemes, Algorithms, and Tools
  name:
    name part: Ding, Steven X.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2008
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XX, 473 p. 56 illus. online resource.
  abstract: A most critical and important issue surrounding the design of automatic control systems with the successively increasing complexity is guaranteeing a high system performance over a wide operating range and meeting the requirements on system reliability and dependability. As one of the key technologies for the problem solutions, advanced fault detection and identification (FDI) technology is receiving considerable attention. The objective of this book is to introduce basic model-based FDI schemes, advanced analysis and design algorithms and the needed mathematical and control theory tools at a level for graduate students and researchers as well as for engineers.
  table of contents: Introduction, basic concepts and preliminaries -- Basic ideas, major issues and tools in the observer-based FDI framework -- Modelling of technical systems -- Structural fault detectability, isolability and identifiability -- Residual generation -- Basic residual generation methods -- Perfect unknown input decoupling -- Residual generation with enhanced robustness against unknown inputs -- Residual generation with enhanced robustness against model uncertainties -- Residual evaluation and threshold computation -- Norm based residual evaluation and threshold computation -- Statistical methods based residual evaluation and threshold setting -- Integration of norm based and statistical methods -- Fault detection, isolation and identification schemes -- Integrated design of fault detection systems -- Fault isolation schemes -- On fault identification.
  note: by Steven X. Ding.
  subject:
    topic: Engineering
  subject:
    topic: Computer system failures
  subject:
    topic: Mathematical models
  subject:
    topic: Control engineering
  subject:
    topic: Robotics
  subject:
    topic: Mechatronics
  subject:
    topic: Industrial engineering
  subject:
    topic: Production engineering
  subject:
    topic: Quality control
  subject:
    topic: Reliability
  subject:
    topic: Industrial safety
  subject:
    topic: Engineering
  subject:
    topic: Control, Robotics, Mechatronics
  subject:
    topic: Control
  subject:
    topic: Industrial and Production Engineering
  subject:
    topic: Quality Control, Reliability, Safety and Risk
  subject:
    topic: System Performance and Evaluation
  subject:
    topic: Mathematical Modeling and Industrial Mathematics
  classification: TJ210.2-211.495
  classification: TJ163.12
  classification: 629.8
  related item:
    title info:
      title: Springer eBooks
  identifier: 9783540763048
  identifier: http://dx.doi.org/10.1007/978-3-540-76304-8
  record info:
    record creation date: 100301
    record change date: 20151204165252.0
    record identifier: 978-3-540-76304-8