Control performance management in industrial automation: assessment, diagnosis and improvement of control loop performance
<p><i>Control Performance Management in Industrial Automation </i>provides a coherent and self-contained treatment of a group of methods and applications of burgeoning importance to the detection and solution of problems with control loops that are vital in maintaining product qual...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Springer
2013
|
| Schriftenreihe: | Advances in industrial control
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | <p><i>Control Performance Management in Industrial Automation </i>provides a coherent and self-contained treatment of a group of methods and applications of burgeoning importance to the detection and solution of problems with control loops that are vital in maintaining product quality, operational safety, and efficiency of material and energy consumption in the process industries. The monograph deals with all aspects of control performance management (CPM), from controller assessment (minimum-variance-control-based and advanced methods), to detection and diagnosis of control loop problems (process non-linearities, oscillations, actuator faults), to the improvement of control performance (maintenance, re-design of loop components, automatic controller re-tuning). It provides a contribution towards the development and application of completely self-contained and automatic methodologies in the field. |
| Beschreibung: | Introduction -- Assessment Based on Minimum Variance Principles -- User-specified Benchmarking -- Advanced Control Performance Assessment -- Deterministic Controller Assessment -- Minimum Variance Assessment of Multivariable Control Systems -- Selection of Key Factors and Parameters in Assessment Algorithms -- Statistical Process Control -- Detection of Oscillating Control Loops -- Detection of Loop Non-linearities -- Diagnosis of Stiction-related Actuator Problems -- Complete Oscillation Diagnosis Based on Hammerstein Modelling -- Performance Monitoring and Improvement Strategies -- Controller Auto-Tuning Based on Control Performance Monitoring -- Industrial CPM Technology and Applications -- Performance Monitoring of Metal Processing Control Systems -- Basic Signal Processing and Statistics -- Higher-order Statistics -- Control Loops from Different Industries |
| Beschreibung: | 1 Online-Ressource (XXVII, 480 p. 240 illus., 168 illus. in color) |
| ISBN: | 9781447145462 |
| DOI: | 10.1007/978-1-4471-4546-2 |
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| 520 | |a <p><i>Control Performance Management in Industrial Automation </i>provides a coherent and self-contained treatment of a group of methods and applications of burgeoning importance to the detection and solution of problems with control loops that are vital in maintaining product quality, operational safety, and efficiency of material and energy consumption in the process industries. The monograph deals with all aspects of control performance management (CPM), from controller assessment (minimum-variance-control-based and advanced methods), to detection and diagnosis of control loop problems (process non-linearities, oscillations, actuator faults), to the improvement of control performance (maintenance, re-design of loop components, automatic controller re-tuning). It provides a contribution towards the development and application of completely self-contained and automatic methodologies in the field. | ||
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Datensatz im Suchindex
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| adam_text | CONTROL PERFORMANCE MANAGEMENT IN INDUSTRIAL AUTOMATION
/ JELALI, MOHIEDDINE
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
ASSESSMENT BASED ON MINIMUM VARIANCE PRINCIPLES
USER-SPECIFIED BENCHMARKING
ADVANCED CONTROL PERFORMANCE ASSESSMENT
DETERMINISTIC CONTROLLER ASSESSMENT
MINIMUM VARIANCE ASSESSMENT OF MULTIVARIABLE CONTROL SYSTEMS
SELECTION OF KEY FACTORS AND PARAMETERS IN ASSESSMENT ALGORITHMS
STATISTICAL PROCESS CONTROL
DETECTION OF OSCILLATING CONTROL LOOPS
DETECTION OF LOOP NON-LINEARITIES
DIAGNOSIS OF STICTION-RELATED ACTUATOR PROBLEMS
COMPLETE OSCILLATION DIAGNOSIS BASED ON HAMMERSTEIN MODELLING
PERFORMANCE MONITORING AND IMPROVEMENT STRATEGIES
CONTROLLER AUTO-TUNING BASED ON CONTROL PERFORMANCE MONITORING
INDUSTRIAL CPM TECHNOLOGY AND APPLICATIONS
PERFORMANCE MONITORING OF METAL PROCESSING CONTROL SYSTEMS
BASIC SIGNAL PROCESSING AND STATISTICS
HIGHER-ORDER STATISTICS
CONTROL LOOPS FROM DIFFERENT INDUSTRIES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
CONTROL PERFORMANCE MANAGEMENT IN INDUSTRIAL AUTOMATION
/ JELALI, MOHIEDDINE
: 2013
ABSTRACT / INHALTSTEXT
CONTROL PERFORMANCE MANAGEMENT IN INDUSTRIAL AUTOMATION PROVIDES A
COHERENT AND SELF-CONTAINED TREATMENT OF A GROUP OF METHODS AND
APPLICATIONS OF BURGEONING IMPORTANCE TO THE DETECTION AND SOLUTION OF
PROBLEMS WITH CONTROL LOOPS THAT ARE VITAL IN MAINTAINING PRODUCT
QUALITY, OPERATIONAL SAFETY, AND EFFICIENCY OF MATERIAL AND ENERGY
CONSUMPTION IN THE PROCESS INDUSTRIES. THE MONOGRAPH DEALS WITH ALL
ASPECTS OF CONTROL PERFORMANCE MANAGEMENT (CPM), FROM CONTROLLER
ASSESSMENT (MINIMUM-VARIANCE-CONTROL-BASED AND ADVANCED METHODS), TO
DETECTION AND DIAGNOSIS OF CONTROL LOOP PROBLEMS (PROCESS
NON-LINEARITIES, OSCILLATIONS, ACTUATOR FAULTS), TO THE IMPROVEMENT OF
CONTROL PERFORMANCE (MAINTENANCE, RE-DESIGN OF LOOP COMPONENTS,
AUTOMATIC CONTROLLER RE-TUNING). IT PROVIDES A CONTRIBUTION TOWARDS THE
DEVELOPMENT AND APPLICATION OF COMPLETELY SELF-CONTAINED AND AUTOMATIC
METHODOLOGIES IN THE FIELD.MOREOVER, WITHIN THIS WORK, MANY CPM TOOLS
HAVE BEEN DEVELOPED THAT GOES FAR BEYOND AVAILABLE CPM PACKAGES. CONTROL
PERFORMANCE MANAGEMENT IN INDUSTRIAL AUTOMATION:
PRESENTS A COMPREHENSIVE REVIEW OF CONTROL PERFORMANCE ASSESSMENT
METHODS; DEVELOPS METHODS AND PROCEDURES FOR THE
DETECTION AND DIAGNOSIS OF THE ROOT-CAUSES OF POOR PERFORMANCE IN
COMPLEX CONTROL LOOPS; COVERS IMPORTANT ISSUES THAT
ARISE WHEN APPLYING THESE ASSESSMENT AND DIAGNOSIS METHODS;
RECOMMENDS NEW APPROACHES AND TECHNIQUES FOR THE
OPTIMIZATION OF CONTROL LOOP PERFORMANCE BASED ON THE RESULTS OF THE
CONTROL PERFORMANCE STAGE; AND OFFERS ILLUSTRATIVE
EXAMPLES AND INDUSTRIAL CASE STUDIES DRAWN FROM – CHEMICALS, BUILDING,
MINING, PULP AND PAPER, MINERAL AND METAL PROCESSING INDUSTRIES.THIS
BOOK WILL BE OF INTEREST TO ACADEMIC AND INDUSTRIAL STAFF WORKING ON
CONTROL SYSTEMS DESIGN, MAINTENANCE OR OPTIMISATION IN ALL PROCESS
INDUSTRIES. ADVANCES IN INDUSTRIAL CONTROL AIMS TO REPORT AND ENCOURAGE
THE TRANSFER OF TECHNOLOGY IN CONTROL ENGINEERING. THE RAPID DEVELOPMENT
OF CONTROL TECHNOLOGY HAS AN IMPACT ON ALL AREAS OF THE CONTROL
DISCIPLINE. THE SERIES OFFERS AN OPPORTUNITY FOR RESEARCHERS TO PRESENT
AN EXTENDED EXPOSITION OF NEW WORK IN ALL ASPECTS OF INDUSTRIAL CONTROL
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Jelali, Mohieddine |
| author_facet | Jelali, Mohieddine |
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| dewey-full | 629.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
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| dewey-tens | 620 - Engineering and allied operations |
| discipline | Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik |
| doi_str_mv | 10.1007/978-1-4471-4546-2 |
| format | Electronic eBook |
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| language | English |
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| series2 | Advances in industrial control |
| spellingShingle | Jelali, Mohieddine Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance Ingenieurwissenschaften Engineering System safety Structural control (Engineering) |
| title | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance |
| title_auth | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance |
| title_exact_search | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance |
| title_full | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance Mohieddine Jelali |
| title_fullStr | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance Mohieddine Jelali |
| title_full_unstemmed | Control performance management in industrial automation assessment, diagnosis and improvement of control loop performance Mohieddine Jelali |
| title_short | Control performance management in industrial automation |
| title_sort | control performance management in industrial automation assessment diagnosis and improvement of control loop performance |
| title_sub | assessment, diagnosis and improvement of control loop performance |
| topic | Ingenieurwissenschaften Engineering System safety Structural control (Engineering) |
| topic_facet | Ingenieurwissenschaften Engineering System safety Structural control (Engineering) |
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