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  • TechInvestLab, 2 2015 1

    . , ( 2014 2014., 2014.), ( - 2014. Global Professional , , ).

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  • TechInvestLab, 2 2015 4

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  • TechInvestLab, 2 2015 6

    : (Systems engineering is an interdisciplinary approach and means to enable the realization of successful systems http://sebokwiki.org/wiki/Systems_Engineering_%28glossary%29). :

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  • TechInvestLab, 2 2015 13

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  • TechInvestLab, 2 2015 30

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    --, , -. 36 , 48 (http://www.coloradotech.edu/degrees/masters/systems-engineering) , . $900-$1200, 3 $2700-$3600 ( : http://www.worldcampus.psu.edu/degrees-and-certificates/systems-engineering-masters/overview, http://ep.jhu.edu/graduate-programs/systems-engineering, : http://ep.jhu.edu/tuition-fees). "master of science in systems engineering" online.

  • TechInvestLab, 2 2015 31

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    , 10-12 3-4 ? . , , ( http://ep.jhu.edu//files/2014-2015-catalog.pdf#nameddest=p76, 69):

    Systems Engineering Focus Area

    Students in the Systems Engineering focus area must meet the general

    admissions requirements and satisfactorily complete ten one-semester courses. In addition to the five core courses, students must also complete:

    645.764 Software Systems Engineering (required course)

    AND

    One of the following four advanced courses (after taking the five core courses):

    645.742 Management of Complex Systems

    645.753 Enterprise Systems Engineering

    645.761 Systems Architecting

    645.771 System of Systems Engineering

    Masters Project or Thesis

    Students must complete either the one-semester Systems Engineering

  • TechInvestLab, 2 2015 32

    Masters Project or the two-semester Systems Engineering Masters Thesis. The thesis option is strongly recommended only for students planning to pursue doctoral studies.

    645.800 Systems Engineering Masters Project

    645.801/802 Systems Engineering Masters Thesis

    Electives

    With the Systems Engineering focus area, students must complete one or two relevant electives depending on whether the student has selected the masters thesis option or the masters project.

    Electives may be selected from Applied Biomedical Engineering, Applied Physics, Computer Science, Electrical and Computer Engineering,

    Environmental Engineering and Science, Information Systems Engineering, and Technical Management.

    Systems Engineering students may not take the following as elective courses:

    595.460 Introduction to Project Management

    595.464 Project Planning and Control

    595.763 Software Engineering Management

    There are two additional Systems Engineering courses that may serve as electives:

    645.469 Systems Engineering of Deployed Systems

    645.756 Metrics, Modeling, and Simulation for Systems Engineering

    http://www.worldcampus.psu.edu/degrees-and-certificates/systems-engineering-masters/courses ):

    1 1 SYSEN 510 Engineering analysis I

    1 1 SYSEN 550 Creativity and Problem Solving

    1 2 SYSEN 505 Technical Project Management

    1 2 SYSEN 531 Probability Models and Simulation

    1 3 SYSEN 522 Systems Verification Validation and Testing

    1 3 SYSEN 533 Determenistic Models and Simulation

    2 1 SYSEN 530 System Optimisation

    2 1 SYSEN 536 Desision and Risk Analysis in Engineering

    2 2 SYSEN 520 Systems Engineering (, 2 2 !)

    2 2 SWENG 586 Requirements Engineering ( )

    2 3 SWENG 587 Software architecture

    2 3 SYSENG 594A Master's paper research

  • TechInvestLab, 2 2015 33

    , " " (http://ailev.livejournal.com/1158235.html) .

    - ( PhD) , 6 . :

    Required courses:

    645.742 Management of Complex Systems

    645.753 Enterprise Systems Engineering

    645.761 Systems Architecting

    645.771 System of Systems Engineering

    Two elective courses:

    645.803/804 Post-Masters-Systems Engineering ResearchProject

    OR

    Two approved 700-level courses in the Johns Hopkins Engineering for Professionals offering

    , , . International Post-Graduate Specialization Diploma, Ecole des Mines de Nantes (http://www.emn.fr/z-info/atlanmod/index.php/The_MDE_Diploma), , . 320 6 . , , (software) :

    (

  • TechInvestLab, 2 2015 34

    ). ( + ), 24 , 48 . ( , , ) 96 , , . , ( !) introduction to systems engineering, .

    . technology management, engineering management, software engineering , , . , , . , technology management 645.462 Introduction to Systems Engineering , .

    ( 2015. , , ) , ( ) .

    , , (http://magister.urfu.ru/master/institutions/hse/). , ( - 2014 ), (http://www.slideshare.net/atner/prezentacija-na-sait) , " " ( , ) .

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    (systems engineering) .

  • TechInvestLab, 2 2015 35

    . ( , ), , , , , , , , , , , , . , (industry).

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  • TechInvestLab, 2 2015 36

    () . , -, -.

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  • TechInvestLab, 2 2015 37

    , , .

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  • TechInvestLab, 2 2015 38

    ).

    1962 .., .. . ). 1957 Harry H.Good, Robert E.Machol, Systems Engineering. An Introduction to The Design of Large-Scale Systems. 1962 . . , , , ( ). , , , ( ).

    : , , (, ).

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    . 85 INCOSE (http://incose-ru.livejournal.com/45877.html).

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    (leadership)

  • TechInvestLab, 2 2015 39

    , .

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  • TechInvestLab, 2 2015 40

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  • TechInvestLab, 2 2015 41

    (http://en.wikipedia.org/wiki/Engineering_management).

    [ ] , (skills) (directing) . : (, ) , (, -) . (Daniel Babok, 1978)

    , , , (directing) , (ASEM).

    Engineering management (designing), (operating) (purposeful) , , , , , , , (Omurtag, 1988)

    Engineering management , (emerging) (IEEE, 1990 Kocaoglu, 1991).

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    1907 , , (http://stevens.edu/sse/academics/graduate/engineering-management/). , (MEM, master of engineering management) , . , . , . ( , ), , -. , : http://sehs.mipt.ru/edu/magistracy/program/

    2007. , : http://www.mempc.org. , (http://www.mempc.org/images/skillsets.jpg):

  • TechInvestLab, 2 2015 42

    (BS/BE, Bachelor of Science/Bachelor of Engineering), , MEM (Master of Engineering Management), MBA (Master of Business Administration, ). , , , - .

    , MEM (http://stevens.edu/sse/academics/graduate/engineering-management/):

    -

    .

    Ph.D. .

    , : - , "" MBA? : - , ( ), ( MBA MSM, Master of Science in Management)?!

    , Engineering Management Body of Knowledge, .

  • TechInvestLab, 2 2015 43

    , :

    Market Research, Assessment, and Forecasting

    Strategic Planning and Change Management

    Product, Service and Process Development

    Engineering Projects and Process Management

    Financial Resource Management

    Marketing, Sales and Communications Management

    Leadership and Organizational Management

    Professional Responsibility, Ethics and Legal Issues

    , , . , . (, , ) . "management" ( , . http://ailev.livejournal.com/632128.html).

    , :

    , , factory physics ( , MBA http://ailev.livejournal.com/462573.html). MEM , , MBA/MSM. , operations engineer operations egineering ( , industrial engineering, analysis, design and control of materials, work and information in operating systems, "-" http://ioe.engin.umich.edu/overview/). , operating system ( Windows Android). Operation , , , ( operation ).

    ( ). , engineering and technology management, . , ! CTO CIO. , , .

    design management ( " design"

  • TechInvestLab, 2 2015 44

    http://www.pratt.edu/academics/art_design/art_grad/design_management/ http://www.scad.edu/design-management/ Apple , "" http://www.plm.automation.siemens.com/en_us/products/velocity/solidedge/ove

    rview/design_management.shtml, http://en.wikipedia.org/wiki/Plant_Design_Management_System, http://am08-

    saopaulo.fyper.com/, design management )

    (organizational accidents), : , .

    , , " " (leadership), , " MBA".

    , : . (http://www.engineering.com/Education/EducationArticles/ArticleID/6977/What-Courses-to-Expect-in-an-Engineering-Management-Program.aspx):

    , . ( -- ) - , (, ) , , , .

  • TechInvestLab, 2 2015 45

    engineering management technology management: project , venture , , -, venture -. - -- , -, .

    , "innovation" . , invention (). , research ( ! ! , ) , . , , . , , . "" , . , . R&D management -- research (! , !) - development ( , " ") , .

    "" " " management of technology ( , technology management!), (http://engineering.nyu.edu/academics/programs/management-technology-ms/curriculum):

    Management Core -- MG 6013 Organizational Behavior

    -- MG 6073 Marketing, Credits -- MG 6093 Accounting & Finance -- MG 6083 Economics, Credits

    -- MG 6703 Operations Management For Knowledge-Based Enterprises MG 6303 Operations Management

    Technology and Innovation Core

    -- MG 6503 Management of Information Technology and Information Systems MG 6933 Information Technologies, Systems and Management in Organizations -- MG 7953 Global Innovation

    -- MG 8203 Project Management -- MG 8653 Managing Technological Change & Innovation -- MG 9503 Mot Capstone Project Course MG 9703 Project in Strategy & Innovation Mgmt MG9973 MOT Master's Thesis

    Project management ( engineering management) management core, technology core. technology core -- , technology ( information technology) innovation (, change management, managing technological change and innovation).

    technology management executive master of science ( - )

  • TechInvestLab, 2 2015 46

    (http://ce.columbia.edu/technology-management/courses): -- TMGT K4116. Technology in the Business Environment.

    -- TMGT K4115. Accounting and Finance for Technology. -- TMGT K4125. Technology and the Law. -- TMGT K4126. Strategic Advocacy for Technology Executives.

    -- TMGT K4118. Behavioral Challenges in Technology Management. -- TMGT K4120. IT and Operations Management. [ , CIO ]

    engineering management, technology management , , . technical management ( -- , technical, technology! -- ) 645.462 Introduction to Systems Engineering , -- (http://ep.jhu.edu//files/2014-2015-catalog.pdf). , , technical management ( -- : http://ailev.livejournal.com/1158612.html):

    Required Courses for Technical Innovation Management -- 595.460 Introduction to Project Management

    -- 595.461 Technical Group Management -- 595.465 Communications in Technical Organizations

    -- 595.466 Financial and Contract Management -- 595.468 Fundamentals of Technical Innovation in Organizations -- 595.762 Management of Technical Organizations

    -- 595.766 Advanced Technology -- 635.792 Management of Innovation

    -- master of technology enterpreneurship ( , ). (http://mte.umd.edu/):

    -- Course 1: Innovative Ideas and Concept Development

    -- Course 2: Strategies for Managing Innovation -- Course 3: Business Modeling and Customer Validation -- Course 4: Innovative Thinking

    -- Course 5: Creative Design, Prototyping, and Testing -- Course 6: Market Development and Commercialization -- Course 7: Legal Aspects of Entrepreneurship

    -- Course 8: Financial Management and New Venture Financing -- Course 9: Corporate Technology Entrepreneurship -- Course 10: Fundamentals of Technology Startup Ventures

    -- technology management? .

    , -, ,

  • TechInvestLab, 2 2015 47

    . " ", ( , , - . , : , ).

    . , Creative Design, Prototyping and Testing , - -- . , ( ) , master of professional studies technology management (http://scs.georgetown.edu/departments/15/master-of-professional-studies-in-technology-management/program#concentrations):

    -- Ethics in Technology Management -- Managing Technology -- System Requirements and Analysis

    -- Financial Analysis for Managers

    conceptual design ( MBCD, model-based conceptual design) (business management) (executive) : , , , , , , . Steven J. Saunders "Return on Investment Using Model-Based Concept Design", INCOSE INSIGHT 17 4, 2014:

  • TechInvestLab, 2 2015 48

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  • TechInvestLab, 2 2015 55

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  • TechInvestLab, 2 2015 59

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  • TechInvestLab, 2 2015 60

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  • TechInvestLab, 2 2015 61

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  • TechInvestLab, 2 2015 62

    , . - . 19:00 23 2019 ( ) .

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    Mathew West, , 4D : "In an information systems context, the first of these (exdurantism) is just unworkable because of the very large number of stages you might need to consider, so I adopt here the second option of parts extended in time as well as space" (p.112 http://www.amazon.com/Developing-High-Quality-Data-Models/dp/0123751063). ISO 15926 IDEAS. , - , , .

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  • TechInvestLab, 2 2015 63

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  • TechInvestLab, 2 2015 65

    , , .. Matthew West.

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  • TechInvestLab, 2 2015 66

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    - , 4D , : Chris Partridge Business Objects: Re-Engineering for Re-Use ( BORO-book) http://www.borosolutions.co.uk/research/content/files/books/BusObj-Printed-20050531-with-watermark.pdf/at_download/file .

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  • TechInvestLab, 2 2015 67

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  • TechInvestLab, 2 2015 69

    . , , , . , computational ontology: , .

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    , (soft computing). , , , . Alon Halevy, Peter Norvig Fernando Pereira Google (2009) "The Unreasonable Effectiveness of Data" http://static.googleusercontent.com/media/research.google.com/en//pubs/archiv

    e/35179.pdf .

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  • TechInvestLab, 2 2015 71

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  • TechInvestLab, 2 2015 72

    mind and cognitive science ( cognitive psychology, cognitive linguistics!): http://www.iep.utm.edu/category/m-and-e/mind-cog/ . , , , George Lakoff "Women, Fire, and Dangerous Things".

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  • TechInvestLab, 2 2015 73

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  • TechInvestLab, 2 2015 74

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  • TechInvestLab, 2 2015 75

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  • TechInvestLab, 2 2015 79

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    What an engineer calls a model a logician calls an axiom set; what a logician calls a model an engineer calls a simulation. This equivalence of concepts leads to application of

    well-established methods of logic to engineering."

    Henson Graves, http://www.omgwiki.org/MBSE/lib/exe/fetch.php?media=mbse:mathemataical_foundati

    on_engineering.pdf

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  • TechInvestLab, 2 2015 80

    - / . (Common Logic, OMG SBVR, OWL 2, CYCL), , - .

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    - - . - , , ; , . , , (Modeling, in the broadest sense, is the cost -effective use of something in place of something else for some cognitive purpose. It allows us to use

    something that is simpler, safer or cheaper than reality instead of reality for some purpose. A model represents reality for the given purpose; the model is an abstraction of reality in the sense that it cannot represent all aspects of reality. This allows us to deal

    with the world in a simplified manner, avoiding the complexity, danger and irreversibility of reality. "The Nature of Modeling.", Jeff Rothenberg, in Artificial Intelligence, Simulation, and Modeling, L.E. William, K.A. Loparo, N.R. Nelson, eds. New York, John Wiley and

    Sons, Inc., 1989, pp. 75 -92, http://poweredge.stanford.edu/BioinformaticsArchive/PrimarySite/NIHpanelModeling/RothenbergNatureModeling.pdf).

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  • TechInvestLab, 2 2015 81

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    model-driven engineering, Jean Bezivin ( AtlanMod,

  • TechInvestLab, 2 2015 84

    http://cbi2014.unige.ch/documents/CBI2014.TowardsCrossDisciplinaryPractices.JeanBezivin.pdf)

    1. . M S ( , -, , , .. ).

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    (applied research, ) , . , ( - ) , . , , , ( , development , , ).

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  • TechInvestLab, 2 2015 88

    , , - , , - , (), , , .. . , : , , , . computer science ( : , , , , ) software engineering ( : , , , , ). - , , , , , , . , , .

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  • TechInvestLab, 2 2015 89

    Billy Koen (http://www.me.utexas.edu/directory/faculty/koen/billy/41/)

    (heuristics) , , .. : , . , , ). :

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    , 3.83

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    : http://people.clarkson.edu/~wwilcox/Design/heurist.pdf

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  • TechInvestLab, 2 2015 90

    http://www.gilb.com/dl97).

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  • TechInvestLab, 2 2015 91

    , .

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  • TechInvestLab, 2 2015 92

    , (engineering science) , .

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    , , - . , NASA Michael Griffin 2007 . System Engineering and the Two Cultures of Engineering (http://www.spaceref.com/news/viewsr.html?pid=23775) , :

    I have always loved the view of the engineering profession captured by the great Theodore von Karman when he said, "Scientists study the world as it is; engineers create the world that has never been." Less eloquently,

    engineers are designers; they synthesize knowledge to produce new artifacts. Von Karman speaks to what most of us, and certainly most laymen,

    would consider the essence of engineering: engineers create things to solve problems.

    But all of us who are engineers know that the engineering profession also

    has a rich scientific side, the analysis of these artifacts and the prediction of their behavior under various environmental and operational conditions. Adapting von Karman's observations, it may be said that engineering science

    is the study of that part of the world which has been created by man.

    Sadly, many students have been led to believe that engineering science is engineering! In a curriculum of 120 or more credits leading to a bachelor's

    degree in a branch of engineering, the typical student is required to take one, or maybe two, courses in design. Everything else, aside from general-education requirements, focuses on the analysis, rather than the creation, of

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