CHEE 319 Process Dynamics and Control
|
|
- Karen Anderson
- 6 years ago
- Views:
Transcription
1 CHEE 319 Process Dynamics and Control Winter 2012 Instructor: M.Guay TAs: S. Dougherty, D. Park and E. Moshksar 1
2 Organization Instructor: Dr. Martin Guay Office: Dupuis 406 Phone: Web: 2
3 Schedule Lectures: (DUN 14 (for today only), JEF 127) Monday 10:30 11:20 Wednesday 9:30 10:20 Friday 8:30 9:20 Tutorials: Section A (DUP 244) Friday 9:30 10:20 Section B (DUP 244) Friday 10:30 11:20 Office Hours (MG): Monday 15:30 17:00 (Tentative) Tuesday 15:30 17:00 3
4 References All lectures will be available online Derivations will be done on the board Powerpoint slides are to support lectures Textbook (highly recommended) D.E. Seborg,, T.F. Edgar, D.A. Mellichamp, Process Dynamics and Control (2nd or 3rd Edition),, Wiley, NJ (2003, 2009). 4
5 Grading Grading Midterm (TBDIC) 25% Assignments 15% Final Exam 60% 5
6 Guidelines i) Assignments Problems will be assigned every week. Although they will not be marked, weekly tutorials will be concentrated on the solution of the problems and on questions that may arise from the course. Collaboration is encouraged throughout the course. It is recommended that the students develop their own individual solutions. There will be a set of assignments that will be marked. They are to be completed in groups of 4-5. With one assignment per group. ii) Exams Midterm exam will be open-book. Textbooks, course notes and assignments will be allowed. The final will be closed-book. The timing of the midterm exam will be decided in class. (Likely to be after reading week.) 6
7 Course Objectives By the end of this course the student should be able to: derive transfer function models from process models and process data recognize important process dynamic features of SISO linear dynamical systems apply modern control theory to design a controller for uncertain SISO linear dynamical systems understand the trade-off in performance that arise in the design of a controller 7
8 Teaching Approach and Expectations Each student is ultimately responsible for learning the material in a course. Every professor is responsible for presenting the course material in a manner that facilitates learning as much as possible for the class as a whole. 8
9 Teaching Approach and Expectations In fulfilling this contract, I expect that you will actively and constructively participate in the course. ask questions whenever something is not clear, help each other understand the course material, perform all assigned reading on time, arrive on-time for class, be courteous to each other and myself, provide me with feedback / suggestions as to how the course and my delivery can be improved. 9
10 Teaching Approach and Expectations In return you should expect me to: treat each of you with courtesy and respect, be committed to help you understand and master the course material, by being available for out of class assistance, by providing competent teaching assistants, by working to continually improve the course, treat each question or concern seriously and answer these to the best of my ability. Class discussions and student participation are encouraged as much as possible, in and out of the classroom 10
11 Course Outline 1. Introduction 2. Modeling for control 3. Solution of Linear ODEs using Laplace transforms 4. Transfer function models of mechanical systems 5. Analysis of Continuous-time Linear Systems 6. SISO Control System Analysis 7. Synthesis of SISO Controllers 8. SISO Controller Design 11
12 Introduction Feedback systems are commonplace in almost every aspect of life Standing, walking, running etc are all forms of control systems where the central nervous system reacts to various biosensor mechanisms Gene regulation is controlled by complex responses that trigger various biological mechanisms In engineering applications, feedback systems arise in the design of control systems Aircraft flight control, satellite s altitude control Automotive control Communication systems Robotics Manugfacturing systems and industrial process cotnrol Control is the hidden technology It s s everywhere, but hidden by the machinery. 12
13 Introduction Feedback systems: Interconnection of two systems System 1 System 2 E.g. Glucose concentration regulation: System 1 is the liver System 2 is the pancreas the output of interest,, is glucose concentration the input of interest,, is insulin release rate 13
14 Control What is a feedback controller? Process Controller A controller is a system designed to regulate a given process Process typically obeys physical and chemical conservation laws Controller obeys laws of mathematics and logic (sometimes intelligent) e.g. - Riding a bike (human controller) - Driving a car - Automatic control (computer programmed to control) 14
15 Control A controlled process is a system which is comprised of two interacting systems: e.g. Most controlled systems are feedback control systems Disturbances Process Outputs Action intervene Controller Observation monitor The controller is designed to provide regulation of process outputs in the presence of disturbances 15
16 Classical Feedback Control Control is meant to provide regulation of process outputs about a reference, r, despite inherent disturbances d r + - e Controller u Process y Classical Feedback Control System The deviation of the plant output, e=(r-y), from its intended reference is used to make appropriate adjustments in the plant input, u 16
17 Feedforward Control Feedforward control is used to remove the effect of measurable disturbances Disturbance M Nominal Input + + C ff Input Correction A Corrected Input P 17
18 Open-loop vs. Closed-loop Feedback control is an example of closed-loop control: The process output is sent back to the controller before affecting the process Process Control Open-loop control Control Process Controller affects the behavior of Process in a non reactive way 18
19 Control goes back to the 19th century Central theme in many important areas Major impact in flight f control We know how to construct airplanes. Men also know how to build engines. Inability to balance and steer still confronts students of the flying problem.. When one feature has been worked out, the age of flying will have arrived, for all other difficulties are of minor importance. Wilbur Wright (1901) 19
20 Historical Perspective History of flight control is a testament to the importance of control theory Wright Brothers 1903 Sperry s s Autopilot 1912 V1 and V2 (A4) 1942 Robert E. Lee 1947 Sputnik 1957 Apollo 1969 Mars Pathfinder
21 Examples e.g. Landing on Mars 21
22 Historical Perspective The feedback amplifier Invented by Black (1928) to improve signal strength Enables telephone calls over long distances Input + Output - Open-loop amplification Becomes Amplification of the feedback amplifier depends on feedback gain 22
23 Historical Perspective The invention of the feedback amplifier is fundamental Forms the basis for the design of world wide telephone/television networks Confirms the importance of feedback system design Nyquist stability theorem 1932 Bode s work on feedback design 1940 Provides the framework for modern control system theory and control system design 23
24 Historical Perspective By 1940, the magic of feedback was understood An extra component to be considered for process design to: Keep key variables constant Stabilize unstable systems Reduce the effects of disturbances and process variations Main drawback: can de-stabilize stable processes Principles of feedback applied in: Power electronics Industrial process control Flight control Telecommunications But, the similarities between all applications were not understood yet. 24
25 Historical Perspective From 40s, a new field emerges Similarities between applications are understood leading to the unification of Solid theoretical framework Sound design methodology Design principles Applications Modern Control systems Well established body of ideas, concepts, theory and design methods. Wide and growing scope of applications Remains a very active area of research and development 25
26 Introduction In engineering applications, the design of a control system is essential to ensure: Good Process Operation Process Safety Product Quality Minimization of Environmental Impact 26
27 Introduction What is the purpose of a control system? To maintain important process characteristics at desired targets despite the effects of external perturbations. Perturbations Plant Processing objectives Market Economy Climate Upsets... Safety Make $$$ Environment... Control 27
28 Introduction Dynamics: Study of the transient behavior of processes Control: the use of process dynamics for the improvement of process operation and performance the use of process dynamics to alleviate the effect of undesirable (unstable) process behaviors 28
29 What do we mean by process, plant or system? Introduction A process (plant or system),, is an operation that takes an INPUT or a DISTURBANCE and gives an OUTPUT Information Flow INPUT: ( ) Something that you can manipulate DISTURBANCE: ( ) Something that comes as a result of some outside phenomenon OUTPUT: ( ) An observable quantity that we want to regulate 29
30 Examples The speed of an automobile Inputs Friction Engine Aerodynamic Friction Process Force of Engine Output Speed 30
31 Examples Stirred tank heater T in, w M Inputs T in w Q Q Process T, w Output T 31
32 Block representations Block diagrams are models of the physical systems Input variables Process Output variables System Physical Boundary Transfer of fundamental quantities Mass, Energy and Momentum Physical Operation Abstract 32
33 Introduction What is required for the development of a control system? 1. Process Understanding Required measurements Dynamic model Required actuators Understand design limitations 2. Process Instrumentation Appropriate sensor and actuator selection Integration in control system Communication and computer architecture 3. Process Control Appropriate control strategy 33
34 Examples Measure, adjust Controller Heater + - C A M P Tank Thermocouple Feedback control Controller: where Q: Is this positive or negative feedback? 34
35 Example Cruise Control Friction Engine Process Speed Controller Human or Computer 35
36 Classical Control Control is meant to provide regulation of process outputs about a reference, r, despite inherent disturbances d r + - e Controller u Process y Classical Feedback Control System The deviation of the plant output, e=(r-y), from its intended reference is used to make appropriate adjustments in the plant input, u 36
37 Control Process is a combination of sensors and actuators Controller is a computer (or operator) that performs the required manipulations d r + - e Computer C Actuator A P y Process M Sensor e.g. Classical feedback control loop 37
38 Examples Driving an automobile r + - e Driver C Steering A M P Automobile y Visual and tactile measurement Desired trajectory r Actual trajectory y 38
39 Examples Stirred-Tank Heater T in, w Heater Q T, w T R + - e Controller C TC Thermocouple Heater A M T in, w P Tank y Thermocouple 39
40 Examples Measure T i, adjust Q T i M C A P Q i + + ΔQ Q Feedforward Control 40
41 Feedforward Control Feedforward control is used to remove the effect of measurable disturbances Disturbance M Nominal Input + + C ff Input Correction A Corrected Input P 41
42 Identification of all process variables Control Nomenclature Inputs Outputs (affect process) (result of process) Inputs Disturbance variables Variables affecting process that are due to external forces Manipulated variables Things that we can directly affect 42
43 Control Nomenclature Outputs Measured speed of a car Unmeasured acceleration of a car Control variables important observable quantities that we want to regulate can be measured or unmeasured Disturbances Manipulated Process Other Control Controller 43
44 Examples The speed of an automobile Friction Variables Engine force: u Car speed: v Friction force: f fric Aerodynamic forces: f aero Road inclination: Force of Engine 44
45 Example Variables Inputs Outputs Disturbances Manipulated Measured Unmeasured Control Task: Classify the variables 45
46 Example w i, T i P c L w c, T ci h T P o wc, Tco Variables w i, w o : T i, T o : w c : P c : P o : T ci, T co : h: Tank inlet and outlet mass flows Tank inlet and outlet temperatures Cooling jacket mass flow Position of cooling jacket inlet valve Position of tank outlet valve Cooling jacket inlet and outlet temperatures Tank liquid level T w o, T o 46
47 Example Variables Inputs Outputs Disturbances Manipulated Measured Unmeasured Control w i T i T ci w c h w o T o P c P o Task: Classify the variables 47
48 Process Control and Modeling In designing a controller, we must Define control objectives Develop a process model Design controller based on model Test through simulation Implement to real process r Tune and monitor e Controller u d Process y Model Design Implementation 48
49 Control System Development Control development is usually carried out following these important steps Define Objectives Develop a process model Design controller based on model Test by Simulation Implement and Tune Monitor Performance Often an iterative process, based on performance we may decide to retune, redesign or remodel a given control system 49
50 Control System Development Objectives What are we trying to control? Process modeling What do we need? Mechanistic and/or empirical Controller design How do we use the knowledge of process behavior to reach our process control objectives? What variables should we measure? What variables should we control? What are the best manipulated variables? What is the best controller structure? 50
51 Control System Development Implement and tune the controlled process Test by simulation incorporate control strategy to the process hardware theory rarely transcends to reality tune and re-tune Monitor performance periodic retuning and redesign is often necessary based on sensitivity of process or market demands statistical methods can be used to monitor performance 51
Subject: Introduction to Process Control. Week 01, Lectures 01 02, Spring Content
v CHEG 461 : Process Dynamics and Control Subject: Introduction to Process Control Week 01, Lectures 01 02, Spring 2014 Dr. Costas Kiparissides Content 1. Introduction to Process Dynamics and Control 2.
More informationAdvanced Aerospace Control. Marco Lovera Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano
Advanced Aerospace Control Dipartimento di Scienze e Tecnologie Aerospaziali, Politecnico di Milano ICT for control systems engineering School of Industrial and Information Engineering Aeronautical Engineering
More informationECEN 420 LINEAR CONTROL SYSTEMS. Instructor: S. P. Bhattacharyya* (Dr. B.) 1/18
ECEN 420 LINEAR CONTROL SYSTEMS Instructor: S. P. Bhattacharyya* (Dr. B.) 1/18 Course information Course Duration: 14 weeks Divided into 7 units, each of two weeks duration, 5 lectures, 1 test Each unit
More informationWhat is flight dynamics? AE540: Flight Dynamics and Control I. What is flight control? Is the study of aircraft motion and its characteristics.
KING FAHD UNIVERSITY Department of Aerospace Engineering AE540: Flight Dynamics and Control I Instructor Dr. Ayman Hamdy Kassem What is flight dynamics? Is the study of aircraft motion and its characteristics.
More informationAstronomy 001 Online SP16 Syllabus (Section 8187)
Astronomy 001 Online SP16 Syllabus (Section 8187) Instructor: Elizabeth Bell Email (best way to contact me): bellea@wlac.edu Classroom: online Office Hours: online by appointment Prerequisite: None REQUIRED:
More informationAE 200 Engineering Analysis and Control of Aerospace Systems
Instructor Info Credit Class Days / Time Office Location: ENG 272C Office Hours: Monday 4:00pm 6:30pm Email: kamran.turkoglu@sjsu.edu 3 units Tuesday, 6:00pm 8:45pm Classroom CL 222 Prerequisites TA: Contact
More informationSolid foundations has been a hallmark of the control community
A Broad Picture There are examples of control from ancient time but control became widely used in the industries that emerged in the 19 th and 20 th centuries: steam power, electric power, ships, aircrafts,
More informationCH 331 Syllabus Fall 2012
Instructor Information: Dr. Daniel J. T. Myles Office: Gilbert Hall 145 Phone: 541-737-6756 E-mail: daniel.myles@oregonstate.edu All course information, updates, and announcements are posted via Blackboard
More informationOverview of the Seminar Topic
Overview of the Seminar Topic Simo Särkkä Laboratory of Computational Engineering Helsinki University of Technology September 17, 2007 Contents 1 What is Control Theory? 2 History
More informationProcess Control, 3P4 Assignment 6
Process Control, 3P4 Assignment 6 Kevin Dunn, kevin.dunn@mcmaster.ca Due date: 28 March 204 This assignment gives you practice with cascade control and feedforward control. Question [0 = 6 + 4] The outlet
More informationChemistry 14C: Structure of Organic Molecules - Winter 2017 Version 56
Chemistry 14C: Structure of Organic Molecules - Winter 2017 Version 56 Instructor: Dr. Steven A. Hardinger Office: Young Hall 3077C harding@chem.ucla.edu Office hours: Monday and Tuesday 2:00-2:50 PM Teaching
More informationControl System Design
ELEC ENG 4CL4: Control System Design Notes for Lecture #1 Monday, January 6, 2003 Instructor: Dr. Ian C. Bruce Room CRL-229, Ext. 26984 ibruce@mail.ece.mcmaster.ca Office Hours: TBA Teaching Assistants:
More informationOffice Hours: Mon., Wed before and after class or by appointment.
Instructor: Long Beach Community College Chemistry 2 Introductory General Chemistry Section 70320 Spring 2013 MW 8:00 9:25 AM, Lecture, Room D314 M 9:35 10:40, Prelab lecture, Room D304 M 10:50 12:55 PM,
More informationLecture «Robot Dynamics»: Dynamics 2
Lecture «Robot Dynamics»: Dynamics 2 151-0851-00 V lecture: CAB G11 Tuesday 10:15 12:00, every week exercise: HG E1.2 Wednesday 8:15 10:00, according to schedule (about every 2nd week) office hour: LEE
More informationMATH4406 (Control Theory) Unit 1: Introduction Prepared by Yoni Nazarathy, July 21, 2012
MATH4406 (Control Theory) Unit 1: Introduction Prepared by Yoni Nazarathy, July 21, 2012 Unit Outline Introduction to the course: Course goals, assessment, etc... What is Control Theory A bit of jargon,
More informationAutomatic Control (TSRT15): Lecture 1
Automatic Control (TSRT15): Lecture 1 Tianshi Chen* Division of Automatic Control Dept. of Electrical Engineering Email: tschen@isy.liu.se Phone: 13-282226 Office: B-house extrance 25-27 * All lecture
More informationControl Systems I. Lecture 1: Introduction. Suggested Readings: Åström & Murray Ch. 1, Guzzella Ch. 1. Emilio Frazzoli
Control Systems I Lecture 1: Introduction Suggested Readings: Åström & Murray Ch. 1, Guzzella Ch. 1 Emilio Frazzoli Institute for Dynamic Systems and Control D-MAVT ETH Zürich September 22, 2017 E. Frazzoli
More informationELEC4631 s Lecture 2: Dynamic Control Systems 7 March Overview of dynamic control systems
ELEC4631 s Lecture 2: Dynamic Control Systems 7 March 2011 Overview of dynamic control systems Goals of Controller design Autonomous dynamic systems Linear Multi-input multi-output (MIMO) systems Bat flight
More informationMathematical Description of Light
Mathematical Description of Light Thursday, 8/24/2006 Physics 158 Peter Beyersdorf Document info 1 Class Outline Introductions/Announcements Properties of light Mathematical description of transverse waves
More informationDEPARTMENT OF CHEMICAL ENGINEERING WEST VIRGINIA UNIVERSITY
Fall 2013 DEPARTMENT OF CHEMICAL ENGINEERING WEST VIRGINIA UNIVERSITY Tuesday, Thursday 9:30-10:45 a.m. Room 401 ESB ChE 435 Chemical Process Control - Process Dynamics, Instrumentation & Control Instructor:
More informationREMOTE SENSING OF THE ATMOSPHERE AND OCEANS
EAS 6145 SPRING 2007 REMOTE SENSING OF THE ATMOSPHERE AND OCEANS Instructor: Prof. Irina N. Sokolik office 2258, phone 404-894-6180 isokolik@eas.gatech.edu Meeting Time: Mondays: 3:05-4:25 PM Wednesdays:
More informationPhysics 141 Course Information
Physics 141 Course Information General Physics I - Mechanics Spring 2008 Instructors: Office Hours: Textbook: Online Homework: Disclaimer: Nikos Varelas 2134 SES (312) 996-3415 varelas@uic.edu Charles
More informationPhysics 141 Course Information
Physics 141 Course Information General Physics I - Mechanics Spring 2009 Instructors: Office Hours: Textbook: Online Homework: Disclaimer: Nikos Varelas 2134 SES (312) 996-3415 varelas@uic.edu Adrian Barkan
More informationENVIRONMENT AND NATURAL RESOURCES 3700 Introduction to Spatial Information for Environment and Natural Resources. (2 Credit Hours) Semester Syllabus
ENVIRONMENT AND NATURAL RESOURCES 3700 Introduction to Spatial Information for Environment and Natural Resources COURSE INSTRUCTOR: Dr. Kris Jaeger Assistant Professor 359 Kottman Hall (Mondays and Tuesdays)
More informationPHYSICS 564 Introduction to Particle Physics I
PHYSICS 564 Introduction to Particle Physics I Prof. Norbert Neumeister Department of Physics Purdue University Fall 2016 http://www.physics.purdue.edu/phys564 Course Format Lectures: Time: Tuesday, Thursday
More informationMonday May 12, :00 to 1:30 AM
ASTRONOMY 108: Descriptive Astronomy Spring 2008 Instructor: Hugh Gallagher Office: Physical Science Building 130 Phone, Email: 436-3177, gallagha@oneonta.edu Office Hours: M 2:00-3:00 PM, Th 10:00-11:00
More informationWelcome to Physics 161 Elements of Physics Fall 2018, Sept 4. Wim Kloet
Welcome to Physics 161 Elements of Physics Fall 2018, Sept 4 Wim Kloet 1 Lecture 1 TOPICS Administration - course web page - contact details Course materials - text book - iclicker - syllabus Course Components
More informationStellar Astronomy 1401 Spring 2009
Stellar Astronomy 1401 Spring 2009 Instructor: Ron Wilhelm Office: Science Building Room 9 Contact information: Office Hours: 742-4707 or ron.wilhelm@ttu.edu MWF 10:00-11:00 PM T & Th 11:30-12:30 AM Or
More informationAS 101: The Solar System (Spring 2017) Course Syllabus
AS 101: The Solar System (Spring 2017) Course Syllabus Instructor: Professor Wen Li Office: CAS 501 Phone: 617-353-7439 Email: wenli77@bu.edu Office hours: Mondays 3:30 5:00 pm, Wednesdays 3:30 5:00 pm,
More informationCE261 ENGINEERING MECHANICS - DYNAMICS
CE1 ENGINEERING MECHANICS - DYNAMICS Instructor JORGE A. RAMÍREZ, PH.D. ASSOCIATE PROFESSOR Water Resources, Hydrologic and Environmental Sciences Division Civil Engineering Department A Engineering Bldg.
More informationCourse Staff. Textbook
Course Staff CS311H: Discrete Mathematics Intro and Propositional Logic Instructor: Işıl Dillig Instructor: Prof. Işıl Dillig TAs: Jacob Van Geffen, Varun Adiga, Akshay Gupta Class meets every Monday,
More informationChemistry A Course Syllabus
Chemistry A Course Syllabus Course Description: Chemistry A is designed to acquaint you with topics in chemistry, including the science of chemistry, matter and energy, atomic structure, the periodic table,
More informationCHEMISTRY 3A INTRODUCTION TO CHEMISTRY SPRING
CHEMISTRY 3A INTRODUCTION TO CHEMISTRY SPRING ---- 2007 INSTRUCTOR: Dr. Phil Reedy Office: Cunningham 321 Telephone: 954-5671 email: preedy@deltacollege.edu WEBSITES: www.deltacollege.edu/emp/preedy www.preparatorychemistry.com
More informationAS The Astronomical Universe. Prof. Merav Opher - Fall 2013
SYLLABUS AS 102 - The Astronomical Universe Prof. Merav Opher - Fall 2013 Course Catalog Summary: The birth and death of stars; red giants, white dwarfs, black holes; our galaxy, the Milky Way, and other
More informationAdvanced Analytical Chemistry The University of Toledo Department of Chemistry and Biochemistry CHEM / /
Advanced Analytical Chemistry The University of Toledo Department of Chemistry and Biochemistry CHEM 4305 001/6300 001/8300 001 Instructor: Emanuela Gionfriddo Email: emanuela.gionfriddo@utoledo.edu Office
More informationWelcome to Physics 211! General Physics I
Welcome to Physics 211! General Physics I Physics 211 Fall 2015 Lecture 01-1 1 Physics 215 Honors & Majors Are you interested in becoming a physics major? Do you have a strong background in physics and
More informationControl of MIMO processes. 1. Introduction. Control of MIMO processes. Control of Multiple-Input, Multiple Output (MIMO) Processes
Control of MIMO processes Control of Multiple-Input, Multiple Output (MIMO) Processes Statistical Process Control Feedforward and ratio control Cascade control Split range and selective control Control
More informationCDS 101/110a: Lecture 1.1 Introduction to Feedback & Control. CDS 101/110 Course Sequence
CDS 101/110a: Lecture 1.1 Introduction to Feedback & Control Richard M. Murray 28 September 2015 Goals: Give an overview of CDS 101/110: course structure & administration Define feedback systems and learn
More informationCHAPTER 5 ROBUSTNESS ANALYSIS OF THE CONTROLLER
114 CHAPTER 5 ROBUSTNESS ANALYSIS OF THE CONTROLLER 5.1 INTRODUCTION Robust control is a branch of control theory that explicitly deals with uncertainty in its approach to controller design. It also refers
More information(Refer Slide Time: 1:42)
Control Engineering Prof. Madan Gopal Department of Electrical Engineering Indian Institute of Technology, Delhi Lecture - 21 Basic Principles of Feedback Control (Contd..) Friends, let me get started
More informationGeography 1103: Spatial Thinking
Geography 1103: Spatial Thinking Lecture: T\TH 8:00-9:15 am (McEniry 401) Lab: Wed 2:00-4:30 pm (McEniry 420) Instructor: Dr. Elizabeth C. Delmelle Email: edelmell@uncc.edu Office: McEniry 419 Phone: 704-687-5932
More informationECE 516: System Control Engineering
ECE 516: System Control Engineering This course focuses on the analysis and design of systems control. This course will introduce time-domain systems dynamic control fundamentals and their design issues
More informationPhysics 343: Modern Physics Autumn 2015
Physics 343: Modern Physics Autumn 2015 Course Information Instructor: Dr. David A. Macaluso Office: C.H. Clapp Building, room 119 Telephone: (406) 243-6641 Email: david.macaluso@umontana.edu Lectures:
More informationChapter 0 Introduction. Advanced Urban Analysis E. - Spatial Analysis and GIS Educational background. 0.1 Introducing myself
Course #716-26 Advanced Urban Analysis E Chapter 0 Introduction Lecture Title: - Spatial Analysis and GIS Instructor: Yukio Sadahiro 0.1 Introducing myself 0.1.1 Educational background Yukio Sadahiro Associate
More informationCHE 717, Chemical Reaction Engineering, Fall 2016 COURSE SYLLABUS
Page 1 of 5 CHE 717, Chemical Reaction Engineering, Fall 2016 COURSE SYLLABUS engineeringonline.ncsu.edu/onlinecourses/coursehomepages/fall-2016/che717.html Instructor: Prof. Jason Haugh 3100 Partners
More informationASTR 4 Solar System Astronom y
Lectures: M thru F, :30-:0 am Location: De Anza Planetarium ASTR 4 Solar System Astronom y Marek Cichanski Office: S-a cichanskimarek@fhda.edu (40) 4-4 Office Hours: M thru F, :30 0:0 am In This Syllabus
More informationChemistry 020. Intersession 2007 Course Outline. Instructor: Kay Calvin ChB
Chemistry 020 Intersession 2007 Course Outline Instructor: Kay Calvin ChB 117 E-mail: kcalvin@uwo.ca Course Website: http://instruct.uwo.ca/chemistry/020inter Course information will also be posted on
More informationEG4321/EG7040. Nonlinear Control. Dr. Matt Turner
EG4321/EG7040 Nonlinear Control Dr. Matt Turner EG4321/EG7040 [An introduction to] Nonlinear Control Dr. Matt Turner EG4321/EG7040 [An introduction to] Nonlinear [System Analysis] and Control Dr. Matt
More informationBlack Boxes & White Noise
Black Boxes & White Noise The Evolution of Automatic Control K. J. Åström Lund Institute of Technology Lund, Sweden 1. Introduction 2. Early Ideas 3. A Discipline Emerges 4. The Second Wave 5. Conclusions
More informationPhysics 162a Quantum Mechanics
Physics 162a Quantum Mechanics 1 Introduction Syllabus for Fall 2009 This is essentially a standard first-year course in quantum mechanics, the basic language for describing physics at the atomic and subatomic
More informationAdvanced Cell Biology. Lecture 1
Advanced Cell Biology. Lecture 1 Alexey Shipunov Minot State University January 9, 2013 Shipunov (MSU) Advanced Cell Biology. Lecture 1 January 9, 2013 1 / 27 Outline Course in general Description Grading
More informationQuantum Mechanics CHEM/ENCH 313
Quantum Mechanics CHEM/ENCH 313 Instructor: Soran Jahangiri Instructor Contact Information Email: soran.jahangiri@chem.queensu.ca Office: Chernoff Hall, Room 313 Office Hours: Monday 2:30PM - 3:30PM, Tuesday
More informationProcess Dynamics And Control Chemical Engineering
We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with process dynamics and
More informationText: Lutgens and Tarbuck, The Atmosphere (14 th ed.), Quick Start: Preparing Effectively for Each Class
Montgomery College, Rockville AOSC100 Weather and Climate (CRN#31633) Syllabus Spring 2019 Text: Lutgens and Tarbuck, The Atmosphere (14 th ed.), 2019 Instructor: Bill Krayer, Adjunct Professor Office:
More informationUniversity Studies Natural Science Course Renewal
Chemistry 213: Principles of Chemistry II (Lecture and Lab - 4 s.h.) The purpose of this general chemistry course is to provide students with the knowledge to understand and appreciate our world/universe
More informationA SURVEY OF ORGANIC CHEMISTRY CHEMISTRY 1315 TuTr 9:35-10:55 am, Boggs B6
GEORGIA INSTITUTE OF TECHNOLOGY School of Chemistry and Biochemistry Spring 2004 A SURVEY OF ORGANIC CHEMISTRY CHEMISTRY 1315 TuTr 9:35-10:55 am, Boggs B6 Instructor: Marcus Weck Office: Boggs 3-85 Phone:
More informationChemistry Organic Chemistry II, Spring 2018
Chemistry 2320 Organic Chemistry II, Spring 2018 Instructor: Dr. Tom Chang Office: Widtsoe 337 Phone: 797-3545 Email: tom.chang@usu.edu Meeting Time/Place: MWF 10:30-11:20 am, Eccles Business Building
More informationKOMAR UNIVERSITY OF SCIENCE AND TECHNOLOGY (KUST)
Course Title Course Code General Chemistry I and Lab CHM1410C General Chemistry I No. of Credits Department All Departments College Science and Engineering Pre-requisites Course Code Course Coordinator(s)
More informationSystems Analysis and Control
Systems Analysis and Control Matthew M. Peet Arizona State University Lecture 1: Introduction to Control Systems What is this class about? Control is the study of how to make things do what you want. The
More informationAstronomy Course Syllabus
Astronomy Course Syllabus Course: ASTR& 100 Title: Survey of Astronomy Section: DE Term: 2017 Spring Days: Online Time: Online Location: Online Instructor: Julie Masura Phone None E-mail: Canvas intranet
More informationGEOL 443 SYLLABUS. Igneous and Metamorphic Petrology, Spring 2013 Tuesday & Thursday 8:00 a.m. 9:15 a.m., PLS Date Subject Reading
GEOL 443 SYLLABUS Igneous and Metamorphic Petrology, Spring 2013 Tuesday & Thursday 8:00 a.m. 9:15 a.m., PLS 1113 Date Subject Reading Jan 24 Introduction: Overview of petrology, rocks. Structure and Chapter
More informationCHAPTER 13: FEEDBACK PERFORMANCE
When I complete this chapter, I want to be able to do the following. Apply two methods for evaluating control performance: simulation and frequency response Apply general guidelines for the effect of -
More informationPhysics 18, Introductory Physics I for Biological Sciences Spring 2010
Physics 18 page 1/6 Physics 18, Introductory Physics I for Biological Sciences Spring 2010 - Course Description - Instructor: Dr. Derrick Kiley Office: AOB 176; Office Phone 209 228-3076 E-mail Address:
More informationEssentials of Physics PHYS 101 Spring, 2007
Essentials of Physics PHYS 101 Spring, 2007 Instructor: Dr. Dean Livelybrooks E-mail: dlivelyb@hendrix2; 346-5855 Office: 225 Willamette Hall Office hours: U10:00, H14:00 TAs: Anthony Clark E-mail: aclark@uoregon.edu
More informationCAS GE 365 Introduction to Geographical Information Systems. The Applications of GIS are endless
Spring 2007 CAS GE 365 Introduction to Geographical Information Systems Boston University Department of Geography and Environment The Applications of GIS are endless images from www.esri.com CAS GE 365
More informationBiology 351 Plant Kingdom Fall Department of Biology 111 Miller Science ;
Biology 351 Plant Kingdom Fall 2011 Instructor: Text: Meeting Time: Office Hours: Dr. Donald B. Pratt Department of Biology 111 Miller Science 468-2038; prattdb@sfasu.edu Biology of Plants, 7 th edition,
More informationSystems Engineering/Process Control L1
Systems Engineering/Process Control L1 What is Systems Engineering/Process Control? Graphical system representations Fundamental control principles Reading: Systems Engineering and Process Control: 1.1
More informationIntroduction to GIS (GEOG 401) Spring 2014, 3 credit hours
Introduction to GIS (GEOG 401) Spring 2014, 3 credit hours Instructors: Guangxing Wang, Ph.D. Email: gxwang@siu.edu Phone: (618) 453-6017 Office: 4442 Faner Hall Office hours: M& W&F 9:00am-11:00am or
More informationChemistry 103: Basic General Chemistry (4.0 Credits) Fall Semester Prerequisites: Placement or concurrent enrollment in DEVM F105 or higher
Chemistry 103: Basic General Chemistry (4.0 Credits) Fall Semester 2017 Instructor: Dr. Kriya L. Dunlap Office: WRRB 230 Telephone: 474-2766 (office) Email: kldunlap@alaska.edu Lecture: MWF 3:30 4:30,
More informationPlan of the Lecture. Today s topic: what is feedback control? past, present, future
Plan of the Lecture Today s topic: what is feedback control? past, present, future Plan of the Lecture Today s topic: what is feedback control? past, present, future Goal: get comfortable with the idea
More informationGIST 4302/5302: Spatial Analysis and Modeling
GIST 4302/5302: Spatial Analysis and Modeling Spring 2016 Lectures: Tuesdays & Thursdays 12:30pm-1:20pm, Science 234 Labs: GIST 4302: Monday 1:00-2:50pm or Tuesday 2:00-3:50pm GIST 5302: Wednesday 2:00-3:50pm
More informationProcess Fluid Mechanics
Process Fluid Mechanics CENG 2220 Instructor: Francesco Ciucci, Room 2577A (Lift 27-29), Tel: 2358 7187, email: francesco.ciucci@ust.hk. Office Hours: Tuesday 17:00-18:00 or by email appointment Teaching
More informationPhysics Fundamentals of Astronomy
Physics 1303.010 Fundamentals of Astronomy Course Information Meeting Place & Time ASU Planetarium (VIN P-02) TR 09:30-10:45 AM Spring 2018 Instructor Dr. Kenneth Carrell Office: VIN 119 Phone: (325) 942-2136
More informationWilson Area School District Planned Course Guide
Wilson Area School District Planned Course Guide Title of planned course: AP Physics C: Mechanics Subject Area: Science Grade Level: 11-12 Course Description: AP Physics C: Mechanics is a nationwide course
More informationReglerteknik, TNG028. Lecture 1. Anna Lombardi
Reglerteknik, TNG028 Lecture 1 Anna Lombardi Today lecture We will try to answer the following questions: What is automatic control? Where can we nd automatic control? Why do we need automatic control?
More informationMechanics of Material 11/29/2017. General Information
General Information Assistant Lecturer: Asmaa Ab. Mustafa Email : asmaa.abdulmajeed@ishik.edu.iq Department : Civil Engineering Course Title : Engineering Mechanics I Code : Credit : 2 Office Hour : Monday
More informationWelcome to Astronomy 141!
Welcome to Astronomy 141! Prof. Richard Pogge Winter Quarter 2012 Prof. Richard Pogge Education: B.Sc. in Physics, Caltech (1983) Ph.D. in Astrophysics UC Santa Cruz (1988) Postdoc at UT Austin & OSU OSU
More informationCHEMISTRY 152 (CRN 80670) Survey of Organic and Bioorganic Chemistry (3 credits) Course Syllabus Spring 2009
CHEMISTRY 152 (CRN 8070) Survey of Organic and Bioorganic Chemistry (3 credits) Course Syllabus Spring 2009 Instructor: Adele McCurdy Casaschi, PhD, Assistant Professor of Chemistry Office: Bilger 27b,
More informationIntroduction MEAM 535. What is MEAM 535? Audience. Advanced topics in dynamics
What is MEAM 535? Advanced topics in dynamics Audience Review of Newtonian mechanics MEAM 535 Introduction Analytical mechanics: Lagrangian and Hamiltonian Special topics: Stability of dynamical systems,
More informationAcknowledgements. Control System. Tracking. CS122A: Embedded System Design 4/24/2007. A Simple Introduction to Embedded Control Systems (PID Control)
Acknowledgements A Simple Introduction to Embedded Control Systems (PID Control) The material in this lecture is adapted from: F. Vahid and T. Givargis, Embedded System Design A Unified Hardware/Software
More informationDepartment of Mechanical Engineering MECH 221 (with MECH 224 & MATH 255) Engineering Science I
Department of Mechanical Engineering MECH 221 (with MECH 224 & MATH 255) Engineering Science I Calendar Description: Rigid body kinetics and kinematics, basic electrical circuits, work and power, stress
More informationFundamental Principles of Process Control
Fundamental Principles of Process Control Motivation for Process Control Safety First: people, environment, equipment The Profit Motive: meeting final product specs minimizing waste production minimizing
More informationCOURSE SYLLABUS AND INSTRUCTOR PLAN GENERAL INORGANIC CHEMISTRY I CHEM Dr. Vanessa Castleberry
WACO, TEXAS COURSE SYLLABUS AND INSTRUCTOR PLAN GENERAL INORGANIC CHEMISTRY I CHEM - 1411-50 Dr. Vanessa Castleberry Spring 2012 Course Description: Covers the fundamental laws, theories, and concepts
More informationSystems Engineering/Process Control L1
Systems Engineering/Process Control L1 What is Systems Engineering/Process Control? Graphical system representations Fundamental control principles Reading: Systems Engineering and Process Control: 1.1
More informationChemistry 401: Modern Inorganic Chemistry (3 credits) Fall 2017
Chemistry 401: Modern Inorganic Chemistry (3 credits) Fall 2017 Monday, Wednesday, Friday 9:10-10:00 am in Troy G5 Syllabus Instructor: Professor Qiang Zhang Office: Troy 220 Phone: 509-335-1269 Email:
More informationME264 Thermodynamics
ME264 Thermodynamics Spring 2016 Syllabus Instructor: Dr. Özgür Uğraş Baran 1 Course Information Basic Information Required or elective Course Credit (Hours/ECTS credits) Required (3-0-0/6) Class Hours
More informationControlled variable- T (house interior temperature) Manipulated variable- Q (heat from the furnace) 1-1
1.1 a) True b) True c) True d) False e) True 1.2 Q L Q T TC ON/OFF SWITCH Controlled variable- T (house interior temperature) Manipulated variable- Q (heat from the furnace) Solution Manual for Process
More information(Refer Slide Time: 00:01:30 min)
Control Engineering Prof. M. Gopal Department of Electrical Engineering Indian Institute of Technology, Delhi Lecture - 3 Introduction to Control Problem (Contd.) Well friends, I have been giving you various
More informationSimulation of Quadruple Tank Process for Liquid Level Control
Simulation of Quadruple Tank Process for Liquid Level Control Ritika Thusoo 1, Sakshi Bangia 2 1 M.Tech Student, Electronics Engg, Department, YMCA University of Science and Technology, Faridabad 2 Assistant
More informationRequired Materials For complete material(s) information, refer to
Butler Community College Science, Technology, Engineering, and Math Division Robert Carlson Revised Fall 2017 Implemented Spring 2018 COURSE OUTLINE Organic Chemistry 2 Course Description CH 245. Organic
More informationPhysics Fundamentals of Astronomy
Physics 1303.010 Fundamentals of Astronomy Course Information Meeting Place & Time ASU Planetarium (VIN P-02) MWF 09:00-09:50 AM Spring 2017 Instructor Dr. Kenneth Carrell Office: VIN 119 Phone: (325)
More informationResearch Project Summaries and Homework (all equally graded): 60% Final: 30% Attendance/Participation: 10%
GEOL 520 001 Adv Topic:Igm/Metam Petrology Syllabus Professor Dr. Justin Filiberto Office Hours: Open Door Park 203 Course Time: M W F 9 9:50 Parkinson 101 Email: Filiberto@siu.edu Phone: 618 453 4849
More informationPhysics 162b Quantum Mechanics
Physics 162b Quantum Mechanics Syllabus for Winter/Spring 2017 1 Course description Physics 162b is a second-semester graduate course in advanced quantum mechanics. We will open with some advanced topics
More informationIndex. INDEX_p /15/02 3:08 PM Page 765
INDEX_p.765-770 11/15/02 3:08 PM Page 765 Index N A Adaptive control, 144 Adiabatic reactors, 465 Algorithm, control, 5 All-pass factorization, 257 All-pass, frequency response, 225 Amplitude, 216 Amplitude
More informationProcess Control Hardware Fundamentals
Unit-1: Process Control Process Control Hardware Fundamentals In order to analyse a control system, the individual components that make up the system must be understood. Only with this understanding can
More informationDublin City Schools Science Graded Course of Study Physical Science
I. Content Standard: Students demonstrate an understanding of the composition of physical systems and the concepts and principles that describe and predict physical interactions and events in the natural
More informationHonors Physics 1 for Scientists and Engineers
Honors Physics 1 for Scientists and Engineers Physics 0475, University of Pittsburgh (Fall 2017) Syllabus Course Information Meeting Time: Mon, Tue, Wed, Thu, Fri: 11:00-11:50 AM Thaw Hall 102 Instructor
More informationPhysics 2D Lecture Slides Lecture 1: Jan
Physics 2D Lecture Slides Lecture 1: Jan 3 2005 Vivek Sharma UCSD Physics 1 Modern Physics (PHYS 2D) Exploration of physical ideas and phenomena related to High velocities and acceleration ( Einstein s
More informationSan José State University Aerospace Engineering Department AE168: Aerospace Vehicle Dynamics & Control Fall 2016
San José State University Aerospace Engineering Department AE168: Aerospace Vehicle Dynamics & Control Fall 216 Course and Contact Information Instructor: Office Location: Email: Office Hours: Class Days/Time:
More informationSPH4U: COURSE OUTLINE
SPH4U: COURSE OUTLINE COURSE OUTLINE This course will enable students to deepen their understanding of physics concepts and theories. Students will investigate a variety of physics concepts including kinematics,
More information