Logic Control / Steuerungstechnik SoSe 2018
|
|
- Carmella Copeland
- 5 years ago
- Views:
Transcription
1 Fakultät Bio- und Chemieingenieurwesen Lehrstuhl für Systemdynamik und Prozessführung Logic Control / Steuerungstechnik SoSe 2018 Mandatory course for: Master Program Automation and Robotics (Process Automation) Elective course for: iplom/master Bio / Chemieingenieurwesen Master Program Process Systems Engineering Master Program Automation and Robotics (other specializations)... and for anyone else interested!
2 Course Organization (1) Contact Info: A. Tatulea-Codrean (Room: BCI-G2-509) T. Ebrahim, S. Subramanian, S. Thangavel, A. Ahmad (Room: BCI-G2-330) (Room: BCI-G2-332) (Room: BCI-G2-526) (Room: BCI-G2-510) Consultation hours: by appointment (see web page) 2
3 Course Organization (2) Course page: Moodle Course name: Logic Control SoSe 2018 Password: LCSS18 Registration: 11 th April 1 st May Consult for: Schedule Lecture slides Tutorial problems Latest information 3
4 Course Organization (3) Lectures: Wednesday, 14:15-15:45 Room: C/HS2 (chemistry / lecture hall 2) Tutorials: Wednesday, 16:00-17:30 Rooms: PC-Pools I + II or C/HS2 Credits: any changes will be announced on our website distribution to PC pools will be done in the first tutorial 6 (ECTS), 4 SWS (2 VV + 2 VÜ) Assignment (June 20 July 11) check Moodle! Written examination: 1 st attempt : 30, 31 July or 3, 6 August 2 nd attempt : September (tba) Final grade : 0.75*Exam[%] *Assignment[%] For passing the course: >= 35% 4
5 Literature (1) R.W. Lewis: Programming Industrial Control Systems using IEC IEE Control Engineering Series, o. 50, IEE, London, International Electrotechnical Commission: International Standard Programmable Controllers; in particular: Part 3 - Programming Languages. International Standards Organization: International Standard Process measurement control functions and instrumentation. C.G. Cassandras, S. Lafortune: Introduction to iscrete Event Systems. Kluwer Academic Publishers, J.E. Hopcroft, J.. Ullman: Introduction to Automata Theory, Languages, and Computation. Addison Wesley,
6 Literature (2) J. Lunze: Automatisierungstechnik. Oldenbourg Verlag, 2003 [in German]. G. Olsson, G. Piani: Steuern, Regeln, Automatisieren. Hanser Verlag, 1993 [in German]. H. Fasol: Binäre Steuerungstechnik. Springer, 1988 [in German]. K.-H. John, M. Tiegelkamp: SPS-Programmierung mit IEC Springer, 1995 [in German]. W. Jakoby: Automatisierungstechnik Algorithmen und Programme. Springer, 1996 [in German]. 6
7 Tentative Schedule ate Wednesday 14:15 15:45 Lecture Wednesday 16:00-17:30 ate Wednesday 14:15 15:45 Lecture Wednesday 16:00-17:30 Tutorial Lecture Tutorial Lecture Tutorial Lecture Tutorial Lecture Tutorial Lecture Tutorial Tutorial Lecture Tutorial Tutorial Lecture Lecture Tutorial Tutorial Assignment / Consultation hour Lecture Tutorial Lecture Tutorial 7
8 Courses Offered B. Sc. Chemical Engineering/ Biochemical Engineering Process ynamics and Control (English) Process Automation (Prozessautomatisierung, German) Computer Programming (German) Control and Automation Lab M.Sc. Chemical Engineering / Biochemical Engineering / PSE Process Performance Optimization (with r. Guido ünnebier, BTS) M. Sc. Automation and Robotics (English program) Control Theory and Applications (compulsory) Logic Control (also elective for Chem.E.) Process Control Lab Electives for all programs: Safe and Optimal Process Operations (r. Kuschnerus, in German) ynamic Models / ata-based ynamic Modelling ynamic Simulation Process Optimization Controller esign Fundamentals / Multivariable Control Advanced Process Control Batch Process Operation (r. Krämer, IEOS) Logistics of Chemical Production Processes 8
9 Process Control Methods and Applications Economics optimizing control Multistage robust MPC Iterative optimization using gradient modifiers Guaranteed parameter estimation and dual control Applications: polymerization processes, chromatographic separations, reactive distillation, ERC Advanced Investigator Grant MOBOCO Research Process Management Market-like mechanisms for the coordination of coupled units Real-time monitoring and optimization of resource efficiency Simulation environment for the distributed management of systems of systems emand-side management Control of biotechnological production processes Modeling and control of yeast fermentations Modeling and model-based optimization of CHO cultures Process Automation Intuitive specification of logic control programs Tool integration and tool chains Production Scheduling Planning and scheduling under uncertainty Timed automata based scheduling Reactive scheduling Process esign. Model-based support for the early stages of process development Algorithms for design problems with many local optima Batch-to-conti transfer of copolymerizations 9
10 Why Logic Control and Automation? World market: Automation (2005) Total volume: 214 bn (~ 232 bn US) Annual growth prediction 2005 : ~5-7% Annual growth prediction 2017 : > 8% Company s name SIEMES ABB okogawa Emerson Phoenix Contact Moeller Schneider electric Turnover [bn]* US 24.4 US 3.7 US 20.1 US 1.12 US 1.23 US 4.73 US * in
11 Why Process Control and Automation? Manager s answer: Higher productivity, lower labor cost higher profit and competitiveness Plant worker s answer: Improved safety, easier job increased standard of living Consumer s answer: Cheaper price, improved environmental protection increased wealth Chemist s answer: ecessary for increased sophistication of products more complex, better products Automation is an interdisciplinary field present or emerging in all areas of business and life 11
12 Syllabus of the Lecture (1) I. I.1 Automation of Technical Processes I.2 Process Instrumentation I.3 Characteristics of Logic Controllers II. Basic Mathematics for Logic Control II.1 Boolean Algebra II.2 Boolean Functions II.3 Minimization of Boolean Functions (KV-iagrams) III. Realization of and Hardware for Logic Controllers III.1 Hierarchy of Automation III.2 Hardwired Logic III.3 Programmable Logic Controllers 12
13 Syllabus of the Lecture (2) IV. Programming Languages for Logic Controllers IV.1 The IEC Standard IV.2 Function Block iagrams (FB) IV.3 Ladder iagrams (L) IV.4 Instruction List (IL) IV.5 Structured Text (ST) IV.6 Sequential Function Charts (SFC) 13
14 Syllabus of the Lecture (3) V. Modeling of Plant and Controller for Controller esign V.1 Finite-state Automata V.2 Timed Automata V.3 Controller and Plant Modeling with Automata V.4 Composition and Synchronization VI. esign of Logic Controllers VI.1 Overview VI.2 Controllability, Reachability, and Reducibility VI.3 esign Procedures 14
15 Syllabus of the Lecture (4) VII. Analysis of Logic Controllers VII.1 Introduction VII.2 Testing by Simulation VII.2 Requirement formulation by Temporal Logic VII.3 Algorithmic (Formal) Verification VIII. Systematic Procedures for Logic Control Projects VIII.1 An Industrial Approach to Logic Control VIII.2 Industrial Classifications of Safety 15
16 Chapter I: I.1 Automation of technical processes A general scheme of automated processes Examples General objectives of automation I.2 Instrumentation - Choice of sensors and actuators - Process and Instrumentation iagram (P&I) I.3 Characteristics of logic controllers Functions realized by logic controllers iscrete variables 16
17 I.1: A General Scheme of Automated Processes 7 Operator Control Goals 6 isturbances 8 measurements y Automation evice(s) 4 control actions u isturbances 8 Sensors Actuators 2 3 isturbances 8 Exchange of material, energy, information Technical Process: Plant 1 Environment 5 isturbances 8 17
18 1 Technical Process Example: Batch Plant of the Process Control Lab Relevant issues to be discussed in this course: How to consider plant behavior in controller design? Storage Mixing Evaporation Condensation Cooling Pumping Other aspects here: 5 7 Environment: cooling water inlet Operator Console 8 isturbances: e.g. room temperature 18
19 Sensors: Which quantities are required? Where and how to measure? How to cope with malfunctions? Sensors and Actuators temperature sensor Actuators: Which variables are to be manipulated? What type of actions? How to cope with malfunctions? magnetic valves actuator wire 0/24V signal sensor wire 4-20mA signal electronic transducer 19
20 4 Automation evice Which hardware and which programming language is suitable? How to design a control program and to ensure safety? How to model and analyze a control program in an abstract way? Bus Power Pack Automation evice Analog Output igital Output Analog Input igital Input CPU RAM Sensors Actuators user actions (& programs) plant data operator console (and programming) 20
21 6 Control Goals Issues of control goals: How to specify requirements and performance measures? How to transform control goals into program logic? process steps actions Control program running on the automation device (View on the programming console) 21
22 Try to Assign the umbers to this Batch Reactor 23
23 Goals: esired Operation of a Batch Reactor over Time 24
24 The Same for a Mars Robot 26
25 Control Goals for the Mars Robot Motion Control Go to a target point: push forward, push backwards, rotate, Circumvent obstacles (avoid deadlock situations safe operation) Collect material from ground: Move gripper (up, down, close, open) Initiate material analysis 27
26 General Objectives of Automation Enable (semi-)autonomous operation of the plant! 1) Supervision Measure, pre-process, predict, record and display process information y otify operator of malfunctions 2) Control Apply actions u (for some manipulated variable) such that the plant behavior satisfies the goals even for disturbances and malfunctions Sometimes, it is only specified how the plant should behave. In this case, the designer has to deduce how the controller has to behave much more difficult (and unsafe) than with a plant model. 28
27 General Scheme for esigning Automated Systems 1) Analysis of the plant etermine relevant behavior/dynamics for the given goals Implement a suitable model 2) Investigation of the plant behavior on the model What can be achieved with the plant inputs? Advantages: not dangerous, less expensive 3) esign of the control function Choose suitable inputs for all possible outputs 4) Test of the controller at the model Modify if control goals are not met 5) Implementation at the plant Choose hardware, test at plant, productive operation 29
28 I.2: Instrumentation Control Goals choice of inputs y Which plant quantities have to be observed (at acceptable costs) and where (e.g. not near tank inlet)? choice of outputs u Which plant variables have to be influenced? Which actions are needed? (e.g., only on / off?) irect / indirect manipulation? How does u effect y? Functional aspects (what?) specified in the P&I appropriate sensors - Measuring principle, accuracy - Redundancy, Reliability - Accessibility, Maintenance appropriate actuators - Robustness - Redundancy, Reliability - Accessibility, Maintenance Technical aspects (how?) detail engineering 30
29 Process and Instrumentation iagram (P&I) ISO 3511 and I Standard for graphical representation of measuring, actuating, and controlling devices. Typical applications: processing systems, chemical plants, power plants, air-conditioning and refrigeration, etc. Crossing with connection: Crossing without connection: 31
30 Identification of Sensors, Actuators, and Controllers in P&Is Quantity Symbols: Processing Symbols: (first letter) (supplementary second) (following letters) - density - difference A - alarm E - electric F - ratio C - continuous control F - flow Q - integral E - sensing H - hand I - indication K - time O - display L - level R - recording P - pressure S - switching / logic control Q - quantity T - transmitting S - speed X - unclassified T - temperature - computing relay U - multivariable Z - emergency action W - weight + - upper limit X - unclassified - - lower limit (selection of important symbols only) 32
31 P&I: Typical Examples 33
32 P&I iagram for a Batch Reactor 34
33 I.3: Characteristics of Logic Control Types of controllers: distinction by signals / variables and by time (1) Continuous signals, continuous time Continuous feedback controllers (Regelung) Continuous feedforward controllers (Steuerung) (2) Continuous signals, discrete time Sampled-data systems, sampled signals (e.g. in a PCS) Control strategy: u t ) f ( u( t ), u( t ),..., y( t ), y( t ),...) ( k = k 1 k 2 k 1 k 2 (3) iscrete signals, continuous time Event-driven controller: event evokes a (usually delayed) reaction Input and output signals are discrete (from a finite set) Logic controller 35
34 Continuous Variables - iscrete Variables tank level sensor output (LIS±) controller state controller output 36
35 Examples and Objectives Examples and Objectives of Logic Controllers (1) Safety Trip: initiate an emergency routine when the process approaches a state that is critical for safety (2) Interlocks: block operator actions that could lead to process states that are potentially critical for safety (3) Sequential Controller: realize a sequence of steps (two steps are separated by a condition; actions are executed in a step) Objectives in general ( Specification ): drive the process into a desired final state establish a certain sequence of process states always exclude process states that are critical for safety (safety-related functions usually have highest priority) 37
36 Example of a Sequential Controller Control Steps: (1) when operator starts production: open V 1 (2) when medium level is reached (LIS+ 1): close V 1, switch on M, open V 2 (3) when upper level reached (LIS+ 2): close V 2, open V 4 [heating] (4) when TIS+ reached: close V 4, start timer (t:=0) [reaction] (5) when t = t limit : open V 5 [cooling] (6) when TIS- : close V 5, switch off M, open V 3 (7) when LIS- : close V 3 38
Brief Summary of Last Lecture. Model checking of timed automata: general approach
Brief Summary of Last Lecture Formal verification Types: deductive (theorem proving) and algorithmic (model checking) ields proof that a (formal) specification is fulfilled Formalization of specs e.g.
More informationIndustrial Automation (Automação de Processos Industriais)
Industrial Automation (Automação de Processos Industriais) http://users.isr.ist.utl.pt/~jag/courses/api1112/api1112.html Slides 2010/2011 Prof. Paulo Jorge Oliveira Rev. 2011/2012 Prof. José Gaspar Page
More informationAUTOMATIC VERIFICATION OF SAFETY INSTRUMENTED SYSTEM IN CHEMICAL PROCESSES
AUTOMATIC VERIFICATION OF SAFETY INSTRUMENTED SYSTEM IN CHEMICAL PROCESSES Jinkyung Kim, Younghee Lee and Il Moon Department of Chemical Engineering, Yonsei University, 134 Shinchon-dong Seodaemun-ku,
More informationModular Logic Controllers for Machining Systems: Formal Representation and Analysis using Petri Nets
Modular Logic Controllers for Machining Systems: Formal Representation and Analysis using Petri Nets Dawn Tilbury Mechanical Engineering and Applied Mechanics University of Michigan Acknowledgments Joint
More informationChapter 1. Introduction to Instrumentation and Process Control (Systems and Applications)
Chapter 1 Introduction to Instrumentation and Process Control (Systems and Applications) INC 102-2019 Agenda 1. Introduction 2. Process Control System 3. Integrated System 4. System Architecture 5. Industrial
More informationChapter 1. Introduction to Instrumentation and Process Control (Systems and Applications)
Chapter 1 Introduction to Instrumentation and Process Control (Systems and Applications) INC 102-2018 Agenda 1. Introduction 2. Process Control System 3. Integrated System 4. System Architecture 5. Industrial
More informationMulti-Agent Model for Power System Simulation
Multi-Agent Model for Power System Simulation A.A.A. ESMIN A.R. AOKI C.R. LOPES JR. G. LAMBERT-TORRES Institute of Electrical Engineering Federal School of Engineering at Itajubá Av. BPS, 1303 Itajubá/MG
More information13. Courses of Study and Scheme of Assessment BTECH BIOTECHNOLOGY
13. Courses of Study and Scheme of Assessment BTECH BIOTECHNOLOGY (Minimum credits to be earned: 182) Code No. SEMESTER I Course Lecture Tutorial Practical Credits CA FE Total CAT 15B101 Calculus and its
More informationVARIABLE STRUCTURE CONTROL
When I complete this chapter, I want to be able to do the following. Understand why many applications of process control require variable structure Implement a design using more than one valve in a control
More informationCode No. Course Lecture Tutorial Practical Credits CA FE Total CAT
13. Courses of Study and Scheme of Assessment BE INSTRUMENTATION & CONTROL ENGINEERING (Minimum credits to be earned: 182) _ SEMESTER I 15U101 Calculus and its Applications 3 2 0 4 50 50 100 BS 15U102
More informationTechnological Training Programs
Technological Training Programs On behalf of Noaman Engineering, I would like to introduce you to our training courses. All of our courses cover Theoretical, Practical, and software implementation and
More informationReal-Time and Embedded Systems
Real-Time and Embedded Systems (CUGS Course) Petru Eles and Zebo Peng Embedded Systems Laboratory (ESLAB) Linköping University www.ida.liu.se/~zebpe/teaching/rtes Course Organization Module I System-Level
More information(FOR STUDENTS ADMITTED IN THE SESSION ) (Syllabus common to All Branches of Engineering) FIRST SEMESTER
COURSE STRUCTURE FOR FIRST YEARB.TECHPROGRAMME (FOR STUDENTS ADMITTED IN THE SESSION 2015-2016) (Syllabus common to All Branches of Engineering) FIRST SEMESTER (SCHEME-I) Theory Sl. No Course Code 1. MA-1001
More informationMaster of Engineering in Logistics and Supply Chain Systems Engineering (LSCSE) (International Program)
Master of Engineering in Logistics and Supply Chain Systems Engineering (LSCSE) (International Program) Curriculum Title Master of Engineering in Logistics and Supply Chain Systems Engineering (LSCSE)
More informationMaster of Engineering Program in Logistics and Supply Chain Systems Engineering (LSCSE) (International Program)
Master of Engineering Program in Logistics and Supply Chain Systems Engineering (LSCSE) (International Program) Curriculum Title Master of Engineering in Logistics and Supply Chain Systems Engineering
More informationSynchronizing Automata and Petri Net based Controllers
ELECO 2011 7th International Conference on Electrical and Electronics Engineering, 1-4 December, Bursa, TUKE Synchronizing Automata and Petri Net based Controllers Mustafa Seçkin Durmuş, Uğur ıldırım,
More informationPROCESS OPERABILITY Why Operability?
PROCESS OPERABILITY Why Operability? Is design complete when we have a solution for the base case material and energy balances? What could go wrong with a plant design that satisfied the M&E balances correctly
More informationIntermodal Transport Chains Course Syllabus
Prof. Dr.-Ing. Bernd Noche Intermodal Transport Chains Course Syllabus Fakultät für Ingenieurwissenschaften Abteilung Maschinenbau Transportsysteme und -logistik Keetmanstraße 3-9 47058 Duisburg Telefon:
More informationFUNDAMENTAL SAFETY OVERVIEW VOLUME 2: DESIGN AND SAFETY CHAPTER G: INSTRUMENTATION AND CONTROL
PAGE : 1 / 14 SUB CHAPTER G.6 I&C PROCEDURES AND TOOLS 1. STANDARD I&C SYSTEM This section describes the tools used for PAS/SAS (level 1 automation data) and MCP[PICS] (HMI) I&C programming. It includes
More informationCOURSE CURRICULUM FOR THE NEW PROGRAMME (DD-TFE/CADA/CIM) w.e.f BATCH *CS 101/ +BB *PH 117/ +CH 117
Course code COURSE CURRICULUM FOR THE NEW PROGRAMME (DD-TFE/CADA/CIM) w.e.f. 21 BATCH Semester I Course Name Credit Structure Course Code Semester II Course Name Credit Structure L T P C L T P C MA 15
More informationAn Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc.
[Type text] [Type text] [Type text] ISSN : 0974-7435 Volume 10 Issue 13 BioTechnology 2014 An Indian Journal FULL PAPER BTAIJ, 10(13), 2014 [7435-7441] Desalination sewage treatment based on PLC automatic
More informationRobotics and ISA 88 Batch Control Standard - Opportunities and Challenges
Robotics and ISA 88 Batch Control Standard - Opportunities and Challenges Johnsson, Charlotta Published: 2008-01-01 Link to publication Citation for published version (APA): Johnsson, C. (2008). Robotics
More informationA Simulation Platform for Multiagent Systems in Logistics
A Simulation Platform for Multiagent Systems in Logistics Heinz Ulrich, Swiss Federal Institute of Technology, Zürich Summary: The challenges in today s global economy are flexibility and fast reactions
More informationSafeDesign: Machine Safety Validation
SafeDesign: Machine Safety Validation Host: Steve Ludwig Rockwell Automation Safety Business Programs Manager Copyright 2010 Rockwell Automation, Inc. All rights reserved. 1 Today s Agenda 1. Review of
More informationModel Based Design in Automation
Model Based Design in Automation Ashraf Zarur Tetra Pak A.Zarur/2016-04-19 Focused on our customers We specialise in providing customers with complete solutions for the processing, packaging and distribution
More informationA Model for Human-like Reasoning in Programmable Controllers
A Model for Human-like Reasoning in Programmable Controllers Tom Keeley President Compsim LLC Brookfield, WI 53045 http://www.compsim.com Helena Keeley CEO Compsim LLC Brookfield, WI 53045 KEYWORDS Programmable
More informationEnergy, Power, and Transportation Technology 11
Energy, Power, and Transportation Technology 11 Unifying Concepts By the end of the course, students will be expected to demonstrate an understanding of energy, power, and transportation technology. Students
More informationAccident Sequence Analysis. Workshop Information IAEA Workshop
IAEA Training Course on Safety Assessment of NPPs to Assist Decision Making Accident Sequence Analysis Lecturer Lesson Lesson IV IV 3_2.2 3_2.2 Workshop Information IAEA Workshop City, XX XX - City -XX,
More informationBatch Control Part 5: Implementation Models & Terminology for Modular Equipment Control
ISA Draft 88.00.05 Batch Part 5: Implementation Models & Terminology for Modular Equipment Working Draft 06 July 2010 This document is a draft that represents work being done by an ISA Standards Committee
More information12th International Conference on Fluidized Bed Technology
12th International Conference on Fluidized Bed Technology DYNAMIC BEHAVIOR OF A COMMERCIAL CFB UNIT MEASUREMENTS AND RELATED STUDIES Jen Kovács 1*, Ari Kettunen 1, István Selek 2 1 Amec Foster Wheeler
More informationSemester 1. Semester 2. laboratory project other. classes. lecture ECTS. exam
Semester plan of study valid from the academic year 2016/2017 Semester 1 1 English 1 30 1 2 Revision Course in Mathematics 10 10 2 3 Linear Algebra 15 15 3 4 Calculus 1 20 20 4 5 Statistics 30 20 1 5 6
More informationIn general, a model is used to understand a system. It is only a representation of a more complicated original system based on mutual
In general, a model is used to understand a system. It is only a representation of a more complicated original system based on mutual characteristics, that is used for a specific exercise by a third system.
More informationAccounting Theory. Elective Module Master Level Fall 2017/18
Accounting Theory Elective Module Master Level Fall 2017/18 Prof. Dr. Barbara Schöndube-Pirchegger Lehrstuhl für Unternehmensrechnung und Controlling 1 Administrative Information Class Schedule Lecture
More informationMini-Plant Malt/Beer/Soda Production Plant LT-PPB-01. Production Process. Learn all the necessary to produce malt/beer/soda and then try your product.
LT-PPB-01 Production Process Learn all the necessary to produce malt/beer/soda and then try your product. General. This mini-plant is one of the first real processes. It was developed to provide training,
More informationEDEXCEL NC/D ENGINEERING PROGRAMMABLE LOGIC CONTROLLERS UNIT 25 ASSIGNMENT 3 DESIGN AND OPERATIONAL CHARACTERISTICS
EDEXCEL NC/D ENGINEERING PROGRAMMABLE LOGIC CONTROLLERS UNIT 25 ASSIGNMENT 3 DESIGN AND OPERATIONAL CHARACTERISTICS NAME: I agree to the assessment as contained in this assignment. I confirm that the work
More informationMark VIeS. A SIL 2 and SIL 3 functional safety system for today s connected world. geautomation.com
Mark VIeS * A SIL 2 and SIL 3 functional safety system for today s connected world geautomation.com Mark VIeS Functional Safety System In today s world of brilliant machines, operators require high-performance
More informationSyllabus. Firms and Markets Professor Paul Scott Office: KMC Course description
Firms and Markets Professor Paul Scott Office: KMC 7-77 Email: ptscott@stern.nyu.edu Syllabus Course description The goal of this course is to give you some insight into how markets work. The first part
More informationTécnico Superior Universitario (Associate Degree) Obtain your degree in 2 years. Automotive Mechanic Area
Automotive Mechanic Area Obtain your degree in 2 years It trains student to become competent in manufacturing mechanical elements through use of tools machines taking into consideration the applicable
More informationCurriculum for the Master s Program in Building Energy Design
The Faculty of Engineering and Science Study Board for Civil Engineering Curriculum for the Master s Program in Building Energy Design Aalborg University 2015 Campus Aalborg Preface Pursuant to Act 367
More informationBIOINFORMATICS AND SYSTEM BIOLOGY (INTERNATIONAL PROGRAM)
BIOINFORMATICS AND SYSTEM BIOLOGY (INTERNATIONAL PROGRAM) PROGRAM TITLE DEGREE TITLE Master of Science Program in Bioinformatics and System Biology (International Program) Master of Science (Bioinformatics
More informationCH3040: Process Control & Instrumentation
CH 3040 Process Control & Instrumentation Arun K. Tangirala January 05, 2011 Department of Chemical Engineering What does control mean? Common sense and dictionary meaning of control needs no explanation
More informationECON 20A: INTRODUCTION TO MACROECONOMICS BRANDEIS UNIVERSITY, FALL 2018
ECON 20A: INTRODUCTION TO MACROECONOMICS BRANDEIS UNIVERSITY, FALL 2018 COURSE OVERVIEW The main purpose of this course is to introduce you to the field of macroeconomics. This involves the study of the
More informationPart II AUTOMATION AND CONTROL TECHNOLOGIES
Part II AUTOMATION AND CONTROL TECHNOLOGIES Chapters: 4. Introduction to Automation 5. Industrial Control Systems 6. Hardware Components for Automation and Process Control 7. Numerical Control 8. Industrial
More informationComputational Complexity and Agent-based Software Engineering
Srinivasan Karthikeyan Course: 609-22 (AB-SENG) Page 1 Course Number: SENG 609.22 Session: Fall, 2003 Course Name: Agent-based Software Engineering Department: Electrical and Computer Engineering Document
More informationfaculteit wiskunde en natuurwetenschappen Appendices to Teaching and Examination regulations: Bachelor s degree programme in Applied Mathematics
Appendices to Teaching and Eamination regulations: Bachelor s degree programme in Applied Mathematics 1 15 Appendi I programme (Article 1.3) Learning outcomes of the degree The Bachelor s degree programme
More informationB.Tech I-Semester Supplementary (Autonomous) Examinations, December-2017
Regulation 2012 G.V.P.COLLEGE OF ENGINEERING (AUTONOMOUS) TIME : 01.30 PM to 04.30 PM B.Tech I-Semester Supplementary (Autonomous) Examinations, December-2017 T I M E - T A B L E T I M E : 01.30 PM to
More informationPROCESS DRECRIPTION CLASSIFICATION OF PROCESS ENGINEERING SYSTEMS PLANT DESCRIPTION. Industry Automation and Drive Technologies - SCE
PROCESS DRECRIPTION CLASSIFICATION OF PROCESS ENGINEERING SYSTEMS To effectively automate process engineering systems, structuring the system as well as describing its intended utilization is necessary.
More informationFirst: University Requirements (27 credit-hours)
BACHEROL DEGREE COURSE DESCRIPTION 2009/2010 DEPARTMENT OF MIS First: University Requirements (27 credithours) *) Compulsory Courses: 12 credithours Course Credit Prerequisite Course name Code Hours 1501102
More informationDevelopment of Formal Method Application for Ensuring Safety in Train Control System
Development of Formal Method Application for Ensuring Safety in Train Control System Hyun-Jeong Jo, Jong-Gyu Hwang and Yong-Ki Yoon Train Control Research Team, Korea Railroad Research Institute (KRRI)
More informationCLASS/YEAR: II MCA SUB.CODE&NAME: MC7303, SOFTWARE ENGINEERING. 1. Define Software Engineering. Software Engineering: 2. What is a process Framework? Process Framework: UNIT-I 2MARKS QUESTIONS AND ANSWERS
More informationAutonomous Control for Generation IV Nuclear Plants
Autonomous Control for Generation IV Nuclear Plants R. T. Wood E-mail: woodrt@ornl.gov C. Ray Brittain E-mail: brittaincr@ornl.gov Jose March-Leuba E-mail: marchleubaja@ornl.gov James A. Mullens E-mail:
More informationTop Five Reasons to Implement Distributed Bus Protection
GE Grid Solutions Top Five Reasons to Implement Distributed Bus Protection White Paper Author: JC Theron g imagination at work 1. Abstract Power systems have evolved in the past few decades due to factors
More informationTREND REPORT CONTINUOUS IMPROVEMENT OF CONTINUOUS CHEMICAL PROCESSING
TREND REPORT CONTINUOUS IMPROVEMENT OF CONTINUOUS CHEMICAL PROCESSING THE CRITICAL ELEMENTS OF YOUR BUSINESS STOICHIOMETRY Chemical processing enterprises strive to achieve goals common to all production
More informationTREND REPORT CONTINUOUS IMPROVEMENT OF CONTINUOUS CHEMICAL PROCESSING
TREND REPORT CONTINUOUS IMPROVEMENT OF CONTINUOUS CHEMICAL PROCESSING THE CRITICAL ELEMENTS OF YOUR BUSINESS STOICHIOMETRY Chemical processing enterprises strive to achieve goals common to all production
More informationADAMAS UNIVERSITY FACULTY OF SCIENCE - DEPARTMENT OF BIOTECHNOLOGY BACHELOR OF SCIENCE (Honours) SEMESTER - I
NEW CHOICE BASED CREDIT SYSTEM (TOTAL CREDIT = 22+22+28+28+26+26 = 152) Type of the Paper Paper Code ADAMAS UNIVERSITY FACULTY OF SCIENCE - DEPARTMENT OF BIOTECHNOLOGY SEMESTER - I / Brief Contents I BT1201
More informationCIS 890: High-Assurance Systems
CIS 890: High-Assurance Systems Introduction to Safety Concepts Lecture: Differences in Conventional Development and Safety-Critical Development Copyright 2013, John Hatcliff, Kim Fowler. The syllabus
More information9. Verification, Validation, Testing
9. Verification, Validation, Testing (a) Basic Notions (b) Dynamic testing. (c) Static analysis. (d) Modelling. (e) Environmental Simulation. (f) Test Strategies. (g) Tool support. (h) Independent Verification
More informationReal Time Systems -- 5&10hp Martin Stigge ( Wang Yi (user.it.uu.se/~yi)
Real Time Systems -- 5&10hp Martin Stigge (www.it.uu.se/katalog/marst984) Wang Yi (user.it.uu.se/~yi) Course Information People to help you! Lecturers: Martin Stigge, office 1236, martin.stigge@it.uu.se
More informationModel Based Optimization in Process Control Outline. Model Based Optimization in Process Control - Potentials and Challenges. 1. Status Quo in BASF
Model Based Optimization in Process Control - Potentials and Challenges ReducIT, 04.11.2008, Frankfurt Model Based Optimization in Process Control Outline 1. Status Quo in BASF 2. Success Stories 3. Vision
More informationFall MERCER COUNTY COMMUNITY COLLEGE Business Technology Division. Course Outline. Heavy Commercial Systems I. HRA 205 Course Number
Fall 2017 MERCER COUNTY COMMUNITY COLLEGE Business Technology Division Course Outline HRA 205 Course Number Heavy Commercial Systems I Credits 4 Class Hours 3 Laboratory Hours 3 TEXT: Refrigeration & Air
More informationBoiler Flue Gas Treatment of Cooling Water Circulation Device Control. System Based on PLC. Qiuping Wang, Lei Han, Miao Zhang, Feng Li
Applied Mechanics and Materials Submitted: 2014-06-04 ISS: 1662-7482, Vol. 598, pp 587-590 Accepted: 2014-06-04 doi:10.4028/www.scientific.net/amm.598.587 Online: 2014-07-16 2014 Trans Tech Publications,
More informationA1.1 Organizational Matters
Theory of Computer Science February 22, 2016 A1. Organizational Matters Theory of Computer Science A1. Organizational Matters Malte Helmert A1.1 Organizational Matters University of Basel February 22,
More informationECNG 3032 CONTROL AND INSTRUMENTATION Introduction To Process Control
ECNG 3032 CONTROL AND INSTRUMENTATION 1 1. Introduction To Process Control The Aim of this module is to provide students of Electrical and Computer Engineering with a useful and practical introduction
More informationCover Sheet: Request 10473
Cover Sheet: Request 10473 New Course :: ECO 4401: Mathematical Economics Info Process Status Submitter Created Updated Description Course New Ugrad/Pro Pending Knight,David T thomas.knight@ufl.edu 10/5/2015
More information6. Scientific Departments Courses in the. Faculty of Engineering
6. Scientific Departments s in the Each department in the faculty scientifically supervises a group of courses that belong to its field of specialization. The department is responsible to develop the course
More informationCertificating a safety related part of a control system
Certificating a safety related part of a control system Marita Hietikko, Mika Riihimaa VTT Expert Services Ltd, P.O. Box 345, FI-33101 Tampere, Finland Tel: +358 20 722 111, E-mail: marita.hietikko@vtt.fi,
More informationControl Systems Train-the-Trainer June 12-15, Commercial Food Equipment Maintenance June 19-21, 2018
Course Dates Control Systems Train-the-Trainer June 12-15, 2018 Commercial Food Equipment Maintenance June 19-21, 2018 Indoor Air Quality for Hospitals (ICRA) June 19-21, 2018 Mission Critical June 26-28,
More informationCourse Organization. Lecture 1/Part 1
Course Organization Lecture 1/Part 1 1 Outline About me About the course Lectures Seminars Evaluation Literature 2 About me: Ing. RNDr. Barbora Bühnová, Ph.D. Industrial experience Research Quality of
More informationChallenges going from analog to digital controls in NPP NUCLEAR POWER EUROPE 2012
ABB, Atos, 2012 Challenges going from analog to digital controls in NPP NUCLEAR POWER EUROPE 2012 101216_BaldorIntegration_SteeCo_1_0 June 14, 2012 Slide 1 Summary ABB-Atos fully integrated nuclear solution
More informationProceedings of the 2010 Winter Simulation Conference B. Johansson, S. Jain, J. Montoya-Torres, J. Hugan, and E. Yücesan, eds.
Proceedings of the 2010 Winter Simulation Conference B. Johansson, S. Jain, J. Montoya-Torres, J. Hugan, and E. Yücesan, eds. MACHINE CONTROL LEVEL SIMULATION OF AN AS/RS IN THE AUTOMOTIVE INDUSTRY Min
More informationAdvanced Practice in Health and Social Care MSc, PG-Diploma School of Health Sciences
PROGRAMME SPECIFICATION KEY FACTS Programme name Award School Department or equivalent Programme code Type of study Advanced Practice in Health and Social Care MSc, PG-Diploma School of Health Sciences
More informationPermissive Sequencing and ISA The Shape of Things to Come
Permissive Sequencing and ISA 84 -- The Shape of Things to Come By Gene Cammack, PE; Francisco Sanchez, PDVSA and Luis M. Garcia G. CFSE Siemens Energy & Automation, Houston, Texas 2008 Key Words Process
More informationControl Solutions for Farm Dairies
Control Solutions for Farm Dairies Refrigeration Control Technology from Eurotec Maximise Refrigeration Plant Capacity and Efficiency Reduce Plant Operating Costs Reduce Milk Temperatures Faster (and improve
More informationSimulation and Design of Fuzzy Temperature Control for Heating and Cooling Water System
Simulation and Design of Fuzzy Temperature Control for Heating and Cooling Water System Department of Computer Science College of Education Basra University, Basra, Iraq. zaidalsulami@yahoo.com doi:10.4156/ijact.vol3.issue4.5
More informationAccounting Theory. Elective Module Master Level Fall 2018/19
Accounting Theory Elective Module Master Level Fall 2018/19 Prof. Dr. Barbara Schöndube-Pirchegger Lehrstuhl für Unternehmensrechnung und Controlling 1 Administrative Information Class Schedule Lecture
More informationModeling Commercial Knowledge to Develop Advanced Agent-based Marketplaces for E-commerce
Modeling Commercial Knowledge to Develop Advanced Agent-based Marketplaces for E-commerce Martin Molina Department of Artificial Intelligence, Technical University of Madrid Campus de Montegancedo s/n,
More informationABB Ability System 800xA Engineering Overview ABB
ABB Ability System 800xA Engineering Overview ABB 2 ABB ABILIT Y SYSTEM 800X A ENGINEERING Introduction System 800xA Engineering provides real-time information integration for better and faster access.
More informationDESIGN OF ONRAMP MODEL PREDICTIVE CONTROL FOR ON- ENGINE AND GT-POWER TRANSIENT VALIDATION
XLVII. INTERNATIONAL SCIENTIFIC CONFERENCE OF THE CZECH AND SLOVAK UNIVERSITIES AND INSTITUTIONS DEALING WITH RESEARCH OF INTERNAL COMBUSTION ENGINES SEPTEMBER 5-6, 2016 BRNO, CZECH REPUBLIC BRNO UNIVERSITY
More information250ST Optimization Models of Transport Networks
Coordinating unit: Teaching unit: Academic year: Degree: ECTS credits: 2017 240 - ETSEIB - Barcelona School of Industrial Engineering 715 - EIO - Department of Statistics and Operations Research MASTER'S
More informationGenetic Algorithms and Genetic Programming. Lecture 1: Introduction (25/9/09)
Genetic Algorithms and Genetic Programming Michael Herrmann Lecture 1: Introduction (25/9/09) michael.herrmann@ed.ac.uk, phone: 0131 6 517177, Informatics Forum 1.42 Problem Solving at Decreasing Domain
More informationMGT 643: Human Resource Management Central Michigan University Fall 2013
MGT 643: Human Resource Management Central Michigan University Fall 2013 Class Dates: August 26, 2013 through October 18, 2013 Classroom Format: Online via Blackboard Course Reference Number: 22224873
More informationPCS 7 Unit Template "Distillation Column" using the example of the Chemical Industry
Application Example 10/2015 PCS 7 Unit Template "Distillation Column" using the example of the Chemical dustry SIMATIC PCS 7 https://support.industry.siemens.com/cs/ww/en/view/48418663 Warranty and Liability
More informationU.P. TECHNICAL UNIVERSITY, LUCKNOW REVISED STUDY AND EVALUATION SCHEME B.Tech. First Year (Common to all Branches) EFFECTIVE FROM THE SESSION:
, REVISED STUDY AND EVALUATION SCHEME B.Tech. First Year (Common to all Branches) EFFECTIVE FROM THE SESSION: 2004-05 B.Tech. Chemical & Alcohol Technology Year: 1 Semester- I Evaluation Schemes Periods
More informationPROGRAMME SPECIFICATION UNDERGRADUATE PROGRAMMES. Cass Business School Department or equivalent UG Programme (Cass Business School)
PROGRAMME SPECIFICATION UNDERGRADUATE PROGRAMMES KEY FACTS Programme name Actuarial Science Award BSc (Hons) School Cass Business School Department or equivalent UG Programme (Cass Business School) UCAS
More informationNuclear I&C Systems Basics. The role of Instrumentation and Control Systems in Nuclear Power Plants, and their Characteristics
Nuclear I&C Systems Basics The role of Instrumentation and Control Systems in Nuclear Power Plants, and their Characteristics Functions of Nuclear I&C Functions and significance of the Instrumentation
More informationFACULTY OF ENGINEERING SKEE/SKEM/SKEL 3742 SCHOOL OF ELECTRICAL ENGINEERING UNIVERSITI TEKNOLOGI MALAYSIA SKUDAI CAMPUS JOHOR
Faculty: FACULTY OF ENGINEERING Subject : Specialized 3 rd Year Review : 0 Laboratory (PBL) Released date : 1 February 2018 Amendment : - Subject code : SKEE/SKEM/SKEL 3742 Procedure no. : MI-UTM-FKE-(1)-10
More informationChap 1 : Business Process Management & IT
Business Process Management: The primary benefit of using technology for BPM are (i) the effectiveness gains for enterprises through the automated coordination of activities; (ii) distribution of tasks
More informationLearning Objectives. Systems Engineering Management. MSE607B Chapter 4 Engineering Design Methods and Tools
Engineering Management Systems Engineering Management MSE607B Chapter 4 Engineering Design Methods and Tools Learning Objectives Briefly highlight some of the recent concepts in design Conventional design
More informationSCADA/HMI Development for a Multi Stage Desalination Plant
009 Computation World: Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns SCADA/HMI Development for a Multi Stage Desalination Plant Iman Morsi and Mohamed El Deeb Arab Academy
More informationFocus on Cardiac Devices. with
Focus on Cardiac Devices with We are focused FDA Class II and III therapeutic and diagnostic device product development and manufacturing A mature, well-developed ISO-13485 quality system Efficient and
More informationPCRES - Power Control for Renewable Energy Systems
Coordinating unit: Teaching unit: Academic year: Degree: ECTS credits: 2018 230 - ETSETB - Barcelona School of Telecommunications Engineering 710 - EEL - Department of Electronic Engineering MASTER'S DEGREE
More informationDISTRIBUTED CONTROL AND DATA PROCESSING SYSTEM WITH A CENTRALIZED DATABASE FOR A BWR POWER PLANT
- 43 - DISTRIBUTED CONTROL AND DATA PROCESSING SYSTEM WITH A CENTRALIZED DATABASE FOR A BWR POWER PLANT K. Fujii * T. Neda * A. Kawamura ** K. Monta *** K. Satoh *** * Atomic Power Generation Control Systems
More informationSupervision of an Industrial Process of Milk Production using Fuzzy Logic
Supervision of an Industrial Process of Milk Production using Fuzzy Logic Hanane Zermane, Samira Brahmi, Naima Zerari, Rachad Kasmi Laboratory of Automation and Manufacturing, Industrial Engineering Department
More informationCONTROL SYSTEM OF BIOMASS GASIFIER USING PLC
RESEARCH ARTICLE CONTROL SYSTEM OF BIOMASS GASIFIER USING PLC L.SAROJINI 1, P.KAYALVIZHI 2, D.AJAY ABILASH 3 OPEN ACCESS 1 (Assistant professor, Department of electrical and electronics engineering, Periyar
More informationShort description Unit Template Gas Fired Steam Boiler SIMATIC PCS 7 V9.0 SP1 / SIS compact V9.0 SP1 https://support.industry.siemens.com/cs/ww/en/view/109755201 Siemens Industry Online Support Siemens
More informationShort description Unit Template Gas Fired Steam Boiler. SIMATIC PCS 7 V9.0 SP1 / SIS compact V9.0 SP1. Siemens Industry Online Support
Short description Unit Template Gas Fired Steam Boiler SIMATIC PCS 7 V9.0 SP1 / SIS compact V9.0 SP1 https://support.industry.siemens.com/cs/ww/en/view/109755219 Siemens Industry Online Support Siemens
More informationSYLLABUS FOR BS BIOINFORMATICS (4-YEAR DEGREE PROGRAMME)
SYLLABUS FOR BS BIOINFORMATICS (4-YEAR DEGREE PROGRAMME) COURSE BREAKUP BNB-301 Cell Biology 3(2-1) BNB-303 Fundamentals of Genetics 4(3-1) BNB-305 General Chemistry 3(3-0) CSI-321 Introduction to Computing
More informationRelko Experience with Reliability Analyses of Safety Digital I&C
Relko Experience with Reliability Analyses of Safety Digital I&C Jana Macsadiova a*, Vladimir Sopira a, Pavol Hlavac a a RELKO Ltd., Bratislava, Slovak Republic Abstract: The using of digital technologies
More information