行政院生產力4.0發展方案 Taiwan Productivity 4.0 Initiative

197
行政院生產力 4.0 發展方案 Taiwan Productivity 4.0 Initiative 民國 105 年至民國 113 (核定本) 中華民國 104 9

Transcript of 行政院生產力4.0發展方案 Taiwan Productivity 4.0 Initiative

  • 4.0

    Taiwan Productivity 4.0 Initiative

    105 113

    ()

    104 9

  • I

    ............................................................................................ 1

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    .................................................................................... 141

    ..................................................................... 144

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    ............................................................................ 145

    ............................................................................................... 147

  • II

    1 4.0 ............................... 3

    2 .................................................................. 5

    3 .......................................................................... 5

    42015 NNMI ................................................................. 6

    5 4.0 ....................................................... 7

    6 .................................................... 10

    7 ........................................................ 12

    8 .................................................................... 17

    9 ................................................................ 17

    10 .......................................................... 19

    11 .................................................. 21

    12 .............................................................. 23

    13 ...................................................... 26

    14 ................................................................................. 29

    15 98 102 ......................... 31

    16 .......................... 35

    17 .................................................................. 39

    18 4.0 ............................................................... 41

    19 ...................................................... 42

    20 .................................. 44

    21 .............................................. 45

    22 .......................................................... 46

    23 ...................... 49

  • III

    24 4.0 ..................................... 52

    25 4.0 ............................. 54

    26 4.0 ........................................................... 57

    27 .......................................................................... 59

    28 4.0 ................................................... 60

    29 PCB ...................... 61

    30 PCB .............. 62

    31 .................. 63

    32 .......... 64

    33 .............. 65

    34 ...... 65

    35 .............................................................. 66

    36 ...................................................... 67

    37 .............................................................. 68

    38 ...................................................... 68

    39 .................................................................. 69

    40 4.0 ....................................................... 70

    41 4.0 ............................................... 70

    42 4.0 ....................................... 73

    43 .............................................................. 74

    44 4.0 ....................................................... 76

    45 4.0 ....................................................... 77

    46 ................................................. 80

    47( 113 ) ................................... 81

    48 .................................. 82

  • IV

    49 .............................. 82

    50 .......................................... 83

    51 4.0 ............................... 84

    52 4.0 ................................................... 85

    53 .............................................. 86

    54 SIG .............................................................. 86

    55 .......................................................................... 88

    56 ...................................... 90

    57 ...................................... 90

    58 4.0 ............................................................... 91

    59 4.0 ................................................................... 92

    60 ...................................................................... 93

    61 .................................................. 94

    62 .......................................................................... 95

    63 ...................................................... 95

    64 .......................................................................... 96

    65 ...................................................... 97

    66 .......................................................................... 98

    67 ...................................................... 98

    68 .................................................................. 99

    69 ............................................ 100

    70 .................................................................... 101

    71 ................................................ 101

    72() ............................................................. 102

    73() ......................................... 103

  • V

    74 ............................................................ 104

    75 ........................................ 104

    76 ........................................................................ 105

    77 .................................................... 106

    78 .................................................................... 107

    79 ................................................ 107

    80 SIG ................................................ 108

    81 4.0 ................................................................. 109

    82 ........................................................ 110

    83 4.0 ............................................. 111

    84 ................................ 116

    85CPS-BASED ......................................... 117

    86CPS-BASED ................................................. 117

    87 .................................... 118

    88CPS-BASED ............................................. 119

    89 ........................................................ 121

    90 ................................................ 122

    91 ............................................................ 124

    92 ........................................................................ 125

    93 .................................................... 126

    94 ........ 127

    95 4.0 ................................................. 128

    96 4.0 ..................................... 131

    97 4.0 ..................................... 132

    98 4.0 ......................................... 133

  • VI

    99 .................................................................... 136

    100 PROBLEM-BASED LEARNING (PBL) .. 138

    101 ...................................................... 141

    102 4.0 ....................................... 145

  • VII

    1 .......................................................................... 4

    2 ................................................................ 11

    3 1.03.0 ................................................................ 30

    4 ............................................................................ 48

    5 4.0 ................... 54

    6 4.0 (SIG) ......................................................... 71

    7 4.0 (SIG) ......................... 72

    8 4.0 ....................................... 112

    9 4.0 ....................... 113

    10 4.0 ......................................... 114

    11 4.0 ......................................... 129

    12 4.0 ................................. 130

    13 4.0 ............................. 134

    14 4.0 ......................... 135

  • 1

    104 09 17

    104 3 23

    () 6 4-5

    2015 4.0

    4.0 (Taiwan

    Productivity 4.0 Initiative)() 7 17

    7 23 3,458

    4.0

    4.0

    4.0

    2025

  • 2

    4.0

    () 18

    1870 1914

    () 1860-1870 1866

    (Siemens)1870 (Gelam)

    19 70

    http://wiki.mbalib.com/zh-tw/%E7%A7%91%E5%AD%A6%E6%8A%80%E6%9C%AFhttp://wiki.mbalib.com/zh-tw/%E5%9B%BD%E6%B0%91%E7%BB%8F%E6%B5%8Ehttp://wiki.mbalib.com/zh-tw/%E4%BA%A7%E4%B8%9A%E7%BB%93%E6%9E%84http://wiki.mbalib.com/zh-tw/%E7%BB%8F%E6%B5%8E

  • 3

    ( 1)

    104.07.17

    1 4.0

    4.01

    Cyber Physical System, CPS Internet of Things, IoT

    ()

    (Smart Factory)

    1 2011 4.0 (Industry 4.0)

    (Smart Manufacturing Leadership Coalition, SMLC)

    +IT

    +

    59-70

    71-88

    89-99+IT

    1.0

    105-113

    2.0

    3.0 4.0

    (2011)

    100-

  • 4

    (VDE, Verband der Elektrotechnik, Electronik und Informationstechnik)

    2020

    2030 ( 1)

    1

    104.06.30

    ()

    2008

    (Reindustrialization)

    ( 2 3)

    (1760-1830)(1750-1850)

    (1870-1914)

    (19702010)

    (4.0)

    (201130)

    (IT) //- (Cyber-Physical System,

    CPS)-

    ()

    ()

    ()(IT)

    ()

    ()

    //

    M2M

    (domain knowledgy+ICT+)(domain knowledgy++)

  • 5

    2

    3

    1. (AMP)

    (Advanced Manufacturing Partnership

    AMP) 2011 6

    2011 2012 2013 2015

    AMP

    2025

    4.0

    CPS

    /

  • 6

    (National Nextwork of Manufacturing Institute

    NNMI)

    ( 4)

    104.06.04 (5 funded, 4 in proposal stage)

    42015 NNMI

    2. 4.0

    2011 4.0

    (Internet of Things; IoT)(Internet

    of Service; IoS)

    (Cyber- Physical System;

    CPS)( 5)

    Smart Mfg. Flex. Hybrid Electronics

    America MakesAdditive Mfg.

    Youngstown, OH

    PowerAmericaPower Electronics

    Raleigh, NC

    LIFTLight/Modern Metals

    Detroit, MI

    IACMIAdv. Composites

    Knoxville, TN

    DMDIIDigital Mfg.Chicago, IL

    FORTHCOMING FY15

    New Institutes Planned for FY16:

    Full Network Goal: 45 regional hubs

    Open topic competition addressing white

    space between mission agency topics

    Selected topic competitions supporting Agency

    mission using agency authorities and budgets

    FY17-26 central fund proposed for remaining institutes, via open topic process

    AdvancedTextiles

    Integrated Photonics

  • 7

    Roland Berger (2014/03)

    5 4.0

    3.

    2013

    2015

    (CPS, M2M,)

  • 8

    4.

    2014 3.0

    IT

    IT

    5.

    2012

    2015

    2025 2025

    ()

    2000

    (Point of Sale, POS)(Enterprise

    Resource Planning, ERP) 2008

    (

  • 9

    )

    (Supply Chain Management, SCM)

    (Customer Relationship Management, CRM)

    2014

    ( 6)

  • 10

    6

    ()

    (IoT)(Cloud Computing)(Big data)

    2 7

    (Agriculture Informatics;

    AI)

    Fulfill from Anywhere

    Order from Anywhere

  • 11

    CLAAS 4.0

    Deutsche Telekom

    Farm 4.0

    2

    4.0 (CPS) M2M IoT

    4.0

    AI (Agriculture Informatics)

    ICT

  • 12

    7

    1.

    Mazak

    /

    /

  • 13

    (CPS)

    3 5

    2.

    /

    3. (Smart Retailing)

    (Big Data)

    ;

    WalMart

    4.

    CLAAS 4.0 Deutsche Telekom

    Farm 4.0

  • 14

    5.

    (Additive Manufacturing) 3D (3-Dimentional

    Printing)(Solid Freeform Fabrication)

    (American Society for Testing Materials; ASTM)

    (CAD)

    (

    )

    4.0

    6. 4.0

    /

    Ulrish Sendler(2014) 4.0(

    )

    20

    4.0

    ()()

  • 15

    4.0

    AMP

  • 16

    ()

    71 80 PLC

    PLC

    81 90 CNC

    91 100

    e

    ( 8)

    100

    10

    99

    8,650 103 1.1 27%

    99 25% 103 36%

  • 17

    ( 9)

    8

    9

    e

    1.0

    2.0

    ()

    ()

    CNC

    e

    PLC

    (System of systemsSoS)

    1982 1991 2001 2011

    3.0

    4.0

    2015

    4.0

    2024

    2013

    100~10312.86

  • 18

    1.

    102

    (1)

    (WEF)(2012~2014)

    (2)

    ()

    (3)

    (4) ()

    ()

    2. ( 10)

    (1)

    (2)

    (3) ()

  • 19

    (4) 109

    196

    (5)

    B to B B to (B+C)

    10

    3.

    ( 11)

  • 20

    (1) ()

    (2)

    I.

    II.

    III.

    IV.

    V. /(Cyber-physical

    System CPS)

    VI.

  • 21

    11

    ()( 12)

    1.0

    3.0

    (

    )(

    )

    4.0

  • 22

    87 EDI

    e

    88 ADSL

    94

    e

    B2B B2C

    100

    ICT

    (103)

    (Online To OfflineO2O)

    Social, Local and Mobile

    (Social Commerce)

    4.0

    4.0

  • 23

    12

    1.

    45.4%

    2014-2015 (World Economic Forum, WEF)

    14

    10

    iThome (104) CIO

    IT 5,334 12.3%

    1.0

    2.0

    3.0

    4.0

    EDI

    2.0 3.0 4.0

    e

    e

    ICT

  • 24

    (1)

    (2)

    (3)

    MOMO

    PChome

    (4)

    (5)

  • 25

    4.0

    2.

    30%

    10%

    4.0

    ( 13)

    (1)

    (2)

    20%

    (3)

    (4)

  • 26

    13

    3.

    ;

    GDP

    20%

    B2BB2CC2C

    B2BB2CC2CB2B

    IoT

    ()

  • 27

    (omni-channel service)

    (3C )

    ( 101

    GDP 0.26%)

    ICT

    (1) ()

  • 28

    (2)

    I.

    II. O2O

    III. /

    IV.

    V.

    ()

    1.0 () 80

    2.0 (

    ) 90

    3.0(

    )( 14 3)

  • 29

    4.0

    4.0

    (IR)

    (IoT)(Big Data)

    4.0 4.0 /

    14

    +

    +

    4.0

    ..

    1.0

    2.0

    3.0

    +

  • 30

    3 1.03.0

    1.0 2.0 3.0

    /

    /

    ()

    /

    /

    /

    /

    28.1 *

    (1X)

    41.1 *

    (1.5X)

    145.1 *

    (5.2X)

    ( 102 )

    ( 103 )

    QR code

    1.

    16

  • 31

    40%( 15)

    15 98 102

    4.0

    (1)

    (2)

    (3)

    (4) 3G

    (5)

  • 32

    2.

    2050 75-105 1

    102 4,813 4,776

    0.8% 2,305 47.9%

    1,500 31.2% 1,004

    20.9%

    4.0

    4.0

    GIS

    /

    /

    4.0

    /

  • 33

    3.

    (1)

    /

    (2)

    GIS

    (3)

    ()

    1.

    104 13

    (1/4)

    (1/4)3D ()20

  • 34

    2.

    100

    30

    (102 ~105 )

    103 A

    ()10

    ()

    -

    2013

    104

    11 18

    103

    23

    3.

  • 35

    ( 16)

    16

    ()

    1.

    (FY101~104)3C/LED//3K

    (FY100~103)3D

    (FY100-103)

    (FY100-103)(QR CodeRFIDNFCBeacon)

    (FY101~104)

    (III) (FY102~104)GPSGIS3G

    (FY104-107)

    (FY104-107)/

    (FY104-107)

    (FY103-106)IoT

    4G(FY103-106)

    (FY104-107)

    (FY100-103)

    (FY104-107)Closed-Loop

    (FY104-107)

    (FY101~104)//End-effector/AGV

    -(FY100~103)

    (FY100-103)//

    (FY104-FY107)/in line/

  • 36

    (1) /

    (2) ICT

    (3)

    (Materials Genome)

    (4) CAD/CAE/CAM/

    /

    (5)

    (6)

    (7) //

    //

    (8)

    ICT

    2.

    (1)

    ()

  • 37

    (3D )

    (1)

    (2)

    (3)

    (4)

    3D Connex Bio-factory

    3D

    (2)

    102

  • 38

    NT1350 NT1062 (

    ) 686.52 12.8% (88

    ) (IEK, 103 5 ) 800

    2,500 /

    DMG()

    3~5

    10 ()

    3. ( 17)

    (1)

    (2)

  • 39

    (3)

    17

    ()

    4.0

    1.

    2.

    /

    ~

    ICT

    ~

    ~

  • 40

    3. ()

    ()()(

    )() 10

    CPS

    ()

    4. ( 18 19)

    (1) //

    (2) /

    //M2M

    (3) :

    //

    //

    (4)

    /CPS

    /

    (5) /

    //

  • 41

    IoT /

    5.

    6.

    18 4.0

    /CPS

    ERPMESCPS

    //

    M2M

    /

    CPS

    IoT

    4.0

  • 42

    19

    ()

    1.

    3D

    3D

    800 3D

    3D /

    3D

  • 43

    3D

    2.

    (1)

    (2)

    (3) GMP (

    )

    (4)

    (5)

  • 44

    4.0

    4.0

    () 3

    20

    20

    21

    4.0

    ////

    ()

  • 45

    21

    4.0 ( 22)

    Maker

    8

    7

    8

    5

    9

    4

    3

    5

    3

    3

    6

    9

    8

    3

    6

  • 46

    22

    1,118

    20

    4.0

    4.0

    4.0

    4.0

    ()

    ()

    (co-working space)

    IoTsensor network

    big data

  • 47

    3.0 1970

    1971

    1973 1976 RCA

    1979 1979 1980

    40

    (4)10335.36

    2% 51% 47%

    103 81,064 18.3

    810,663 14.1 5,694

    300.7

    652.6 54.8

    6.55% 3.93%( 40%)

    ( 23)

  • 48

    4

    102

    ()

    /

    ()

    ()

    1. 569,435 - 544

    2. 20,677,393 - 3,965

    18,265,973 81,064 2,988

    - 5,655,165 6,619 868

    - 3,583,933 23,668 655

    - 925,174 13,386 229

    - 692,025 5,376 150

    - 408,845 3,132 101

    3. 14,119,009 810,663 6,548

    - 3,646,803 469,344 1817

    - 1,129,734 269,930 425

    35,365,837 - 10,967

    -

    1.104/06/26

    2.-104/06/26

    3.-104/06/26

  • 49

    23

    4.0

    1. 10

    IOTBig Data

    2. CPS

    3.

    4.

    5.

  • 50

    6.

    1.

    4.0

    2.

    IT

    CPS

    ()(Common

    Infrastructure)

    3. (

    )

    4.0 ()

  • 51

    ( 24)

    ()

    1.

    2.

    ()

    1.

    2.

    ()

    1.

    2. ()()

  • 52

    24 4.0

    -team

    4.0

    ()

    1.

    ()()

    105 106~109110~113)

  • 53

    2.

    3.

    ()

    1.

    2. ////

    3. 4.0 (common

    infrastructure)(

    )

    ()

    1. 4.0

    2. 4.0

    6 18 60

    4.0

    ( 25 5)

  • 54

    (1).CPS ()(2).CPS

    (3).(4).

    25 4.0

    5 4.0

    6 19

    2 7

    2 5

    2 6

    4 18

    2 5

    4.0

    50%

    ()

    (/)

    ()

    4.0

    62%

    4.0

    18%

    ()

    1.-()-()3

    2

    4.

    6.

    5.

    4.0

  • 55

    ()

    (

    )

    //

    6 19

    ()

    (1) CPS (

    )(2) CPS (3)

    (4)

    2 7

    ()

    4.0

    2 5

    ()(CPS)

    //

  • 56

    (CPS)

    2 6

    ()

    4

    18

    ()

    ()

    () 4.0

    2 5

    ()

    1. ( 26)

    4.0 (CPS) AMP

    4.0

    /

  • 57

    (System of systemsSoS)

    /

    IT

    4.0

    26 4.0

    4.0

    (

    +) 27

    (Big data)

    /

    (IM/ IR )

    (IoT)

    (SoS)

    ()

    IT+

    ()

  • 58

    /

    (1)

    (Product Life ManagementPLM)

    (Manufacturing Execution System

    MES)

    (Totally Integrated Automation

    TIA)

    (2) /

    (CPS)

    (3)

    /

  • 59

    (system of

    systemsSoS)

    ( 27)

    I.

    II.

    III.

    1. JIT(Just In Time)SCM(Supply Chain Management )

    2. PLM(Product Lifecycle Management) MES(Manufacturing Execution

    System)TIA(Totally Integrated Automation)

    27

  • 60

    2. ( 28)

    4.0

    28 4.0

    (1)

    102 5.7 31%

    4.0 15%

    14%

    (201318.27

    298.8)

    (31.0%29.0%)

    (19.6%21.9%)

    (5.1%

    7.7%)

    (3.8%5.0%)

    (2.2%3.4%)

    62%67%

  • 61

    PCB

    PCB

    ( 29) 4.0

    10% 30%

    PCB 113 PCB

    65%( 30)

    29 PCB

    10%30%

    PCB2024PCB65%

    PCB

    PCB

    LDI

    P

    C

    B

    PCB

    PCB

    PCB

    PCB

    As-Is

    To-Be

  • 62

    30 PCB

    (2)

    102 3.58 19.6%

    4.0

    4.0

    PCB

    PCB

    PCB

    PCB

    3C

  • 63

    10 6

    ( 31

    32)

    31

    ICT

  • 64

    32

    (3)

    102 0.93 5.1%

    4.0

    4.0 CPS

    30% 4.0

    109 30%( 33 34)

    4.0106

    2024459660

  • 65

    33

    34

    2024-

    :1.2.3.4.5.

    /

    +4.0

    30%

    50%

    4.0CPS30%

    4.0202030%

    To-BeAs-Is

    90%

    2.0~3.0

  • 66

    (4)

    102 0.69 3.8%

    4.0

    MES

    113 40%

    60%( 35 36)

    35

    /

    /

  • 67

    36

    (5)

    102 0.41 1,224 (

    No.3)() 2,939 ( No.6)

    70% 4.0

    25~30% 15%

    4.0

    113

    25~30% 15%

    202440% 60%

    MES

    /

    ////

    /

    ,,,...

    As-Is To-Be //-

    3.0

  • 68

    90% 1,000 ( 37

    38)

    37

    38

    1.

    2.

    3.

    /

    /As-Is To-Be

    2.0~3.0

    4.0202425~30%15%90%1000

    1

    2,

    3

    1

    2

    3

    4

    4

    3

    2

    1

    1

    2

    3

    /

    /

    /

    / /

    4

    4,

  • 69

    3.

    (1) 4.0

    ()

    (73 )(61 )(10 )(38 )

    4.0 ( 39)

    39

    (2)

    4.0

    ( 40 41)

    4.0

    ()

    4.0

    ()

    4.0

    /

  • 70

    40 4.0

    41 4.0

    4.0

    (

    )

    (

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    ..

    3C

    .

    .

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    TCA

    .

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    .

    ()

    .

    Big

    Da

    ta /

    4.0

    (Maker)

    /

    4.0()

    4.0

    4.0 4.0 4.0 4.0

    .

    .

    4.0

    (FY10426)

    (

    )

    (

    )

    (

    ). .

    4.0()

    /

    TCA

    CPC

    (73) /(61+10) /(38)

    (55)/(9)/(9) (64)/(4)/(3) (32)/(5)/(1)

    ::

    .:

    :

    ::

    :::

  • 71

    4.0

    /

    (Special Interest Group; SIG) 6 7

    6 4.0 (SIG)

    /

    SIG (Special Interest Group)

    (CPS)

    /

    4.0

    (

    )

    ,

  • 72

    7 4.0 (SIG)

    /

    SIG (Special Interest Group)

    (CPS)

    /

    4.0

    5%

  • 73

    4.

    (1) ( 42)

    4.0

    42 4.0

    (2) ( 43)

    Infrastructure

    Smart Products

    Smart Data

    Smart Services

    System of SystemsSoS

    (Product-as-a Service Business Model)

    4.0 (Ecosystem)

  • 74

    43

    ()

    1. ( 44)

    1.02.03.0

    4.0

    //

    ,

    ,

  • 75

    (customer journey)

    /

    /

    IoT

  • 76

    44 4.0

    ( 45)

    201522014(2011)

    ()

    4,479 27.7

    2.57 161.8

    (4.8%) (27.3%)

  • 77

    45 4.0

    (1)

    I.

    II.

    III.

    IV.

    4.0

    3.0

  • 78

    (2)

    I. O2O

    (customer insight)

    II.

    III.

    IV. POS

    POS

    (3)

    I.

    II.

  • 79

    III.

    IV.

    (4) ( 46)

    4.0

    I. 4.0

    II. /

    III. /

    IV.

  • 80

    46

    2.

    4.0

    ( 47)

    Big Data

    4.0

    4.0

    /

    /()

  • 81

    47( 113 )

    (1) 4.0

    (2)

    ( 48)

    (3)

    ( 49)

    (4)

    ( 50)

    /

    GDP20141601.44230

    ()

    /

  • 82

    48

    49

    25%(2014)

    50%(2024)

    POS/

    /

    (/

    )

    ID,

    20%(2014)40%(2024)1

    (2014)3(2024)

    POS//

  • 83

    50

    3. ( 51)

    4.0

    4.0

    50 4.0

    24(2013)6(2024)30(2013) 15(2024)

    30~40%

    (//)

    /

    IoT

    /

  • 84

    51 4.0

    4. ( 52)

    3.0 4.0

    (

    )

    4.0

    (/SI)

    (ITRI/III)

    (TCA/ITRI)

    (CDRI/IEK)

    4.0 ()

    50

  • 85

    52 4.0

    ( 53)

    (1)

    (2)

    (3) SBIR

    (4)

    /

  • 86

    53

    (Special Interest

    Group, SIG) 54

    54 SIG

    1.

    2.

    3.

    1.

    2.

    3.

    SBIR

    Total Solution 1

    SIG-A

    SIG-C

    SIG-B

    SIG-D

  • 87

    ()

    1.

    4.0

    (1) ( 55)

    I.

    i. GIS

    ii.

    II.

    i.

    ii.

  • 88

    55

    (2)

    ( 56)

    I.

    i.

    ii.

    II.

    1)

    2)

  • 89

    III. 4.0

    4.0 4.0

    (Agriculture Team)

    (3) ( 57)

    I.

    /

    II.

  • 90

    56

    57

    1)

    2)

    1)

    /

    2)

  • 91

    3

    4.0

    ( 58)

    58 4.0

    4.0

    IoT

    RS GIS

    GPS

    ICT

    IoT

    Smart-Agriculture

    Digital Agri-Service

    Smart Food Awareness

  • 92

    4.0

    /

    2.

    ()

    10 ( 59)

    59 4.0

    ()

  • 93

    (1)

    (

    60) 4.0

    50%

    25%( 61)

    60

    50%

    25%

    4.0

  • 94

    61

    (2)

    4.0 ICT ( 62)

    13 ( 63)

    50%25%

    To Be

    As Is

    //

    IoT

  • 95

    62

    63

    TGAP

    13

    90

    40

    13

    To-Be

    As-Is

    ICT

    IoT

  • 96

    (3)

    ( 64) 4.0

    ( 65)

    64

    ()

    4.0

    60%

    30%

    30%

  • 97

    65

    (4)

    ( 66) 4.0

    ( 67)

    4.0

    30% 30-50

    As-Is

    To-Be

  • 98

    66

    67

    20%

    15%

    30%

    UAV40%

    APP

    15%40%30% 20%

    20

    As-Is To-Be

    CoatingUAV

    UAV

    -

  • 99

    (5)

    ( 68) 4.0

    ( 69)

    68

    CFD

    4.0

  • 100

    69

    (6)

    ( 70) 4.0

    ( 71)

    As-Is

    90%

    To-Be

  • 101

    70

    71

    30%

    50%

    200%

    200%(40kg/m3)50%

    To-Be

    As-Is

  • 102

    (7) ()

    ( 72) 4.0 ()

    ( 73)

    72()

    1,60030%

    4.0

  • 103

    73()

    (8)

    ( 74) 4.0

    ( 75)

    As-Is To-Be

    1. 5 (105-109)2.88, 110-11330

    2. 1,60030%50%20%50%60%20%20%

  • 104

    74

    75

    -

    20%

    -

    7.5%15.8%

    -

    66%

    7.5%15.8%

    20 %5% 1 %3

    //

    To-Be

    As-Is

    ()

  • 105

    (9)

    (

    )

    ( 76) 4.0

    ( 77)

    76

    4.0

    20% 10%-20%

    10%

  • 106

    77

    (10)

    ( 78) 4.0

    ( 79)

    As-Is

    70%

    To-Be

    ICT

    20%20% 10% 10%

  • 107

    78

    79

    4.0/

    50%

    30%

    50%

    1.

    2. 305021210

    To-Be/

    As-Is /

    /

    RFID

  • 108

    3.

    4.0

    SIG

    SIG SIG (

    80)

    4.0

    104 105 12

    80 SIG

    SIG

    SIG

    SIG

    ()

  • 109

    4.

    3.0 4.0

    ( 81)

    81 4.0

    4.0

    4.0

    + +

  • 110

    ()

    82

    82

    1.

    4.0

    /(Intelligent Robot)(Internet of

    Things, IoT)(Big Data)

    4.0

    ()

    CPS()

    ()

    ()

    ()

    ()

    ()

    ()

    ()

    ()

  • 111

    ( 83)

    83 4.0

    (1)

    (

    )()(

    ) 4.0

    IC

    //

    ICIC

    /

    CPS-based

    /

    //

    //

    IoT

    //

  • 112

    (CPS-based)

    8~10

    8 4.0

    (CPS-based)

    DFX

    CPS

    MES

    CPS

    MES

    /

    /

    /

    /

    1CPS-baseCyber Physical System base

    2 *

  • 113

    9 4.0

    NFCApple Pay Mobile payment

    *

    POS//

    API

    API

    *

  • 114

    10 4.0

    -CPS based

    -

    -

    (IoT)

    IoT

    ****

    ****

    -

    ****

    ****

    ****

    ****

    (

    )

    *

    I. -CPS-based

    4.0

  • 115

    i. CPS-based ( 84)

    ()

    CPS-based

    4.0

    (Solution Provider)

    ii. CPS-based -

    (CPS)

    Cyber Physical

    30%

  • 116

    84

    iii. CPS-based -( 85 86)

    (CPS)(

    )

    (>4 )

    Cyber Physical

    50%

    consulting

    :

  • 117

    85CPS-based

    86CPS-based

    II. CPS-based

    4.0 CPS

    ( 87)(

    /

    > 4

    < 2

    CPS < 10

  • 118

    ) CPS

    CPS ( 88)

    87

    CPS

    CPS

    24

    TWAREN

    (SaaS)

    Colife

    (PaaS)

    simPlatform

    (IaaS)

    296 TF 6.4PB 20G 2015100G

  • 119

    88CPS-based

    III. ( 89)

    TRL1~4

  • 120

    i. -/

    ii.

    iii.

    -

    iv.

    CNC

  • 121

    89

    IV. ( 90)

    /

    Micro Sensor

    /

    3D3D

  • 122

    90

    V. ( 91)

    i. DED PBF

    Hadoop Distributed File System (HDFS)

    YARN

    (Cluster Resource Management)

    Spark

    (Computing Framework)

    SparkSQL

    SparkStreaming

    GraphX Impala

    (Interactive SQL)

    Data Ingestion

    Sqoop

    (Data Exchange)

    Flume

    (Data Aggregation)

    /

    ()

    Historical

    Real-time

    (Batch mode)

    (Streaming)

    Hive MahoutMapR

  • 123

    ii. /

    //

    /

    iii. DED

    PBF/

    iv. DED PBF FDM

    BJ/VP BJ/VP(

    )PBF/ME/VP

    /Nozzle//

  • 124

    91

    (2)

    IT

    I. ( 92)

    3C/

    /

    /

    (Ou

    tpu

    t)

    AM Platform

    Design Solution manufacturing Quality control

  • 125

    CPS

    92

    II. ( 93)

    97%

    PCB

    IaaS & PaaS

    50%

    Manufacturing aggregation gateway

    DCSPLCDCSPLC

    DCSPLCDCSPLC

    Manufacturing aggregation gateway Wi-Fi ZigBee

    ModbusEtherne

    t

    PLC

    3GPP

    TCP/UDP

    IEEE 802.15.4

    MQTTCoAP

    PCB 3C

  • 126

    93

    (3)

    4.0

    4.0

    4.0

    /

    VM VM

  • 127

    4.0

    //

    ( 94)

    94

    2.

    4.0

    ()

    +

    //

    Enabled

    //

    :

    :

    /:

    /:

    :

    /:

    (/)

    : 3D

    / (:Encoder:

    :

  • 128

    95

    95 4.0

    (1)

    4.0

    4.0

    I. 4.0

    11~12

    4.0

    4.0

    4.0

    4.0

    ()4.0

    Outbound

    Inbound

    ()

    /

  • 129

    11 4.0

    APP

    UI/UX

    (

    )

  • 130

    12 4.0

    ()

    /

    (CPS)

    CNC

    /

    ()

    ()

    MES

    ()

    JavaPython

    CScala

    Spark

    Hadoop

    MapReduce

    R

    Matlab

    SQLNo-SQL

    C

    2D/3D /

    PLC

    CPython

    i.

    4.0

    ( 96)

  • 131

    96 4.0

    ii.

    4.0

    ( 97)

  • 132

    97 4.0

    iii.

    4.0

    iv.

    4.0

    4.0 ( 98)

  • 133

    98 4.0

    v.

    4.0

    ()(

    )()

    II. 4.0

    4.0 (

    )

    4.0

    (/

  • 134

    )(

    )(

    )(

    )()

    13~14

    13 4.0

    IoT

    NFC

    iOS

    IoT

    IoT

  • 135

    14 4.0

    CNC

    /

    *

    *

    *

    C

    C++VBC#.NET

    Android

    ArduinoJava

    LinuxRaspberry

    Pi8051

    2D/3D /

    PLC

    CC++

    VBC#.NET

    AndroidArduino

    JavaLinux

    Raspberry Pi8051

    CC++

    VBC#.NET

    ArduinoJava

    LinuxRaspberry

    Pi8051

    Windows

    Windows mobile

    iOSAndriod

    CC++

    VBC#.NETJava

    Python

    Saas

    PaasIaas

    SparkHadoop

    MapReduce

    RMatlab

    SQLNo-SQLOracle

    *

    i.

  • 136

    ii.

    /

    ( 99)

    iii.

    4.0

    99

  • 137

    III. 4.0

    4.0 ()

    4.0

    IV. 4.0

    4.0

    4.0

    (2)

    I. 4.0

    4.0

    7

    4.0

    (

    )()

  • 138

    ()

    II.

    4.0

    Problem-Based Learning ( 100)

    100 Problem-based Learning (PBL)

    case studies problem formulation / solving

    Problem Formulation => Solving

    (maker space)

    ()()

    MakerSpace

    Training

    Real-world Problem Scenario

    Problem BasedLearning

    case studiesproblem

    formulation / solving

    -ICT

    Maker Space

  • 139

    III. 4.0

    4.0

    4.0

    106

    4.0

    4.0

    4.0

    IV. 4.0

    /

    /

    /

    4.0

  • 140

    4.0

    4.0

    4.0

    (3)

    20

    20

    4.0

    4.0

    3.

    4.0

    ( 101)

  • 141

    101

    ()

    103 109 113

    1.() 611 800 1,000

    2.() 160 192 230

    3.() 145 200 250

    1.[]=/

    2. 103 611 /=18 /298.8

    1. GDP32.1%=(27.3%) +(4.8%)

    2.[=/

    3. 103 160 /=305,083,800 /189.5

    4.[]=/.

    1.(++) (+

    ++())(++)

    2.[ 3.0 ]= 3.0 / 3.0

    3. 103 145 /=67 /4,610

    /

    1.

    2.

    1.

    2.

    1.4.0

    2.

    3.

  • 142

    () 4.0 ()

    1.

    103

    (AS is)

    109

    (to Be)

    113

    (to Be)

    (

    )

    3.0()

    -

    500

    750

    4.0

    -

    200

    300

    /

    - 5 5

    4.0

    4.0

    100 600 1,200

    4.0

    - 120 300

    - 2 3

    -

    225

    225

  • 143

    2.

    103

    (AS is)

    109

    (to Be)

    113

    (to Be)

    (

    )

    3.0()

    - 50 50

    4.0

    - 5 5

    - 5 5

    4.0

    165 292 428

    -

    2

    2

    ()

    3.

    103

    (AS is)

    109

    (to Be)

    113

    (to Be)

    (

    )

    3.0()

    78

    6 13

    4.0

    - 3 6

    - 2 3

  • 144

    ()

    () 104 10 1 105 12 31

    () 106 1 1 109 12 31

    () 110 1 1 113 12 31

  • 145

    4.0 (

    102)

    102 4.0

    4.0

    11112-14 :

    (20-30)

    ()

    ()

    ()

    ()

    ()

  • 146

  • 147

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1.1

    1.1.1

    4.0

    650 (

    2014 6%)

    (1) 3.0

    60 (

    24

    12

    12

    6

    6 )

    (2) 4.0

    800

    ( 2014

    30%)

    (1) 3.0

    500 (

    200

    100

    100 50

    50 )

    (2) 4.0

    200 (

    1,000 (

    2014 60%)

    (1) 3.0

    750 (

    300

    150

    150

    75

    75 )

    (2) 4.0

  • 148

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    25 (

    10

    5

    5

    2

    3 )

    80

    40 40

    20

    20 )

    300

    ( 120

    60

    60

    30

    30 )

    1.1.2

    4.0

    23%(103 20%)

    (1) 3.0 10

    (2) 4.0 2

    (1)

    30%(103 20%)

    (2)

    6 (103 1 )

    (1) 3.0 50

    (2) 4.0 5

    (1)

    40%(10320%)

    (2)

    3 (103

    1 )

    (1) 3.0 50

    (2) 4.0 5

  • 149

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1.1.3

    3.0

    (1) 3.0 1

    (2)

    2

    3.0

    3

    4.0

    (1) 3.0 5

    (2) 4.0 3

    (3)

    10

    3.0 13

    3.0

    4.0 6

    50%

    (1) 3.0 13

    (2) 4.0 6

    (3)

    15

  • 150

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1.2

    1.2.1

    1

    5

    5

    1.2.2

    28%(103 25%)

    (1)

    192 ( 103

    20%)

    (2)

    35%(103 25%)

    (1)

    230

    ( 103

    44%)

    (2)

    50%(103

    25%)

  • 151

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    2

    5

    5

    1.2.3

    2

    3

    1.3

    1.3.1

    4.0

    180

    (1)

    1

    (2) 30

    600

    (1)

    5

    (2) 225

    1,200

    (1)

    5

    (2)

  • 152

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (3) 200

    (4) 30

    (5) 65

    (6)

    25

    (3)

    1,500

    (4) 250

    (5) 500

    (6)

    100

    225

    (3)

    1,500

    (4)

    250

    (5)

    500

    (6)

    100

    1.3.2

    (1) 500

    (2) 10

    (1) 1,000

    (

    4,500 105

    9 )

    (2) 15

    (1) 1,200

    ( 9,300

    105

    18.6 )

  • 153

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    4.0

    1

    20

    100

    (2) 15

    100

    1.3.3

    4.0

    /

    4.0

    10 ()

  • 154

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1

    /

    1

    3

    1

    10

    ()

    1.4

    1.4.1

    (

    )

    2

    (1)

    2

    (2) 1

    5

    (1) 3

    5

    (2) 10

    100

    (1) 5

    4

    (2) 100

    (

    )

    1.4.2

    (1)

    (1)

    (1)

    (

  • 155

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2)

    (1)

    (2) 1PCB

    (2)

    CPS

    (1) 1

    /

    1

    IoT

    (POC)

    2

    (2)

    (1) 500

    (2)

    3

    )

  • 156

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    3 PCB

    (3)

    1

    (4) 3D

    2

    (5)

    1

    (6)

    1

    (2)

    3

    (3) 2 PCB

    6 PCB

    (4)

    5

    (5)

    3

    (3) 2

    (4)

    2

    (5)

    2

    (6)

  • 157

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (6) CPS

    1

    (7) CPS 1

    (8)

    1

    1

    1.4.3

    1.5

    //

    1.5.1

    (

  • 158

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (1) 3

    (2)

    (1) 5

    50%

    15%

    (2)

    4

    (1)

    5

    20%

    (2) 10

    )

    1.5.2

    4.0

    PCB

    4.0

    15%

    (1) 10

    4.0

    15%

    (1) 50

    (

    )

  • 159

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2) PCB

    -site

    (3) 3

    (4) 3

    500

    (2) PCB

    PCB

    -site

    (3) 10

    3,000

    1.5.3

    /

    1.5.4

    3D

    3D

    3D

  • 160

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    3D

    3D

    1

    3D

    1

    3D

    1

    1.6

    1.6.1

    4.0

    (1)

    4.0 3

    (2)

    3.0

    3

    (1)

    4.0 20

    (2) 3.0

    12

    (3) 4.0

    1

    (1)

    4.0

    30

    (2)

    3.0

    12

    (3)

    4.0

    2

    (

    )

    1.6.2

    (1)

    (1)

  • 161

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    200

    (103 165 )

    2

    197 ( 103

    20%)

    (2)

    292

    (103 165 )

    8

    230

    ( 103

    40%)

    (2)

    428

    (103 165

    )

    8

    1.6.3

    1

    1

    3

  • 162

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    2.1

    2.1.1

    4.0

    20

    3

    120

    10

    300

    10

    2.1.2

    4.0

    4.0

    10

    4.0

    15

    2.1.3

    106

    2

    2

    (

  • 163

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    4.0

    )

    2.1.4

    CPS

    106

    2

    3

    (

    )

    2.2

    2.2.1

    1

    10

    10

  • 164

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    2.2.2

    1

    4

    4

    2.2.3

    1

    4

    1

  • 165

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    3.1

    3.1.1

    30

    ( 12

    6

    6

    3 3 )

    225

    ( 90

    45 45

    22

    23 )

    225 ( 90

    45

    45

    22 23 )

    3.1.2

    1

    4

    3.1.3

    (1)

    (1)

    (1)

  • 166

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2) (10

    )

    (3)

    (2) (15

    )

    (3)

    (4)

    10% 300

    (2) (20

    )

    (3)

    (4)

    25%, 345

  • 167

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    6

    (1)

    24

    (2) 2-4

    2-4

    (3) 4

    3

    (4)

    12

    (1)

    24

    (2) 2-4

    2-4

    (3)

    4

    3

    (4)

    12

    3.2

    3.2.1

    (1)

    (1)

  • 168

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (

    )

    20

    (103 24 )

    1

    12

    (103 24 )

    (2)

    22 (103

    30 )

    2

    6

    (103 24 )

    (2)

    10 (103 30

    )

    2

    3.2.2

    1

    5

  • 169

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    //

    10

    4.1

    (CPS)

    4.1.1

    (Cyber

    -Physical

    Production

    System)

    (1)

    4.0

    2

    4.0

    (1)

    4

    4.0

    15%

    (1)

    4.0

    20%

    (1) 4.0

    (

    )

  • 170

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2)

    (3)

    (

    )

    (4)

    PCB

    2

    (2)

    1

    (3)

    PCB

    (4) CPS

    1

    (5)

    CPS

    3

    15%

    (2) PCB

    15%

    15%

    (3)

    30%

    30%

    70%

    (4)

    (a)

    10

    4.0

    (b)

    75% 95%

    10

    (2)

    80%

    (3) 10

    /

    (4)

    2

    (5)

  • 171

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1

    (6)

    2

    ()

    (5)

    2

    (6)

    1

    (7)

    2

    2

    (6)

    3

    4.1.2

    4.0

    (Taiwan

    Productivity

    4.0

    Partnership)

    4.0

    (1)

    (2) 1

    /3

    4.0

    (1) 10

    /50

    (2) 4

    4.0

    (1)

    10 /50

    (2) 6

    (

    )

  • 172

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    4.1.3

    1

    (1)

    2

    (2) ()

    3

    ()

    3

    4.1.4

    (1)

    (

    )

  • 173

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2)

    (1)

    30%

    (2)

    30%

    (3) 20%

    50%

    4.2

    4.2.1

    (TRL5~7)

    2

    5

    10

    (

    )

  • 174

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (TRL5~7)

    (1)

    75%

    (2) 2

    (1) 500mm

    500mm 500mm

    50m

    (2)

    4

    (3)

    10%

    (1)

    8

    (2) /

    2

    (3) 30

    4.2.2

    (1)

    (1)

    (2)

    (1)

    (2)

    (3)

    (1)

    CPS

    (2)

    (3)

    (

    )

  • 175

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    /

    (2)

    (3) 3D

    /

    /

    /

    /

    3D

    (3)

    (4)

    (5) 3D

    (1)

    21

    (2)

    4 15

    (4)

    (5)

    3D

    (1)

    30

    (2)

    40

    (3)

    (4)

    (1)

    40

    (2)

    80

    (3)

  • 176

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (4)

    (

    )

    (

    )

    (3)

    10

    (4) 20

    (5) /

    120/20

    (6)

    5

    (7) 1

    (8)

    (9)

    -1

    (10) 3D

    1

    20

    (4) 50

    (5) /

    300/50

    (6)

    15

    (7) 3

    (8)

    3D

    1

    (9) 2

    (10) 3D

    (11) 3D 5

    40

    (4) CPS

    3

    (5) 80

    (6) /

    600/100

    (7)

    30

    (8)

    5

    (9)

    3D

    2

    (10)

  • 177

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (11)

    2

    (12) 3D

    5

    (13) 3

    (12)

    12

    (13) 3D

    50

    (14) 35

    2

    (11) 3D

    1

    5.1

    5.1.1

    4.0

    43

    810

    - 12 /240

    - 5 /100

    - 20 /380

    - 6 /90

    180

    3,360

    - 48 /960

    - 20 /400

    - 80 /1,520

    - 8 /120

    - 24 /360

    180

    3,360

    - 48 /960

    - 20 /400

    - 80

    /1,520

    - 8 /120

    - 24 /360

  • 178

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    5.1.2

    4.0

    50

    200

    300

    5.1.3

    1,000

    140

    5,000660

    6,400

    840

    (

    )

    5.1.4

    /

    /

    200

    4.0

    300

    4.0

  • 179

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    5.1.5

    4.0

    4.0

    5

    4.0

    10

    4.0

    10

    (

    )

    5.1.6

    4

    150

    24

    4

    600

    160

    4

    600

    160

  • 180

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    5.2

    5.2.1

    4.0

    4.0

    4

    4.0

    4

    4.0

    6

    (

    )

    5.2.2

    4.0

    (

  • 181

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    750

    750

    750

    )

    5.2.3

    4.0

    4.0

    100

    4.0

    100

    4.0

    100

    (

    )

    5.2.4

    4.0

    (1)

    4.0

    (2)

    (1)

    4.0

    (2)

    (

    )

  • 182

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    10%

    (1) 10

    (

    200

    )

    (2)

    10%

    (1) 10

    (

    200 )

    (2)

    10%

    5.2.5

    4.0

    4.0

    34.0

    4.0

    3 4.0

    4.0

    5

  • 183

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    5.2.6

    1 30

    5 150

    9 270

    (

    )

    5.3

    5.3.1

    6

    30

    30

    5.3.2

    (90 )

    20

    4.0

  • 184

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    (2 )

    1

    50

    4

    50 /

    20 /

    4

    50/

    20/

    5.3.3

    20 /

    20 /

    20 /

    5.4

    5.4.1

    2

    10

    10

  • 185

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    5.4.2

    2

    3

    1 150

    /

    5.4.3

    20 /

    20 /

    20 /

  • 186

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    6.1

    6.1.1

    (1)

    300

    (2)

    2.5

    (1)

    1,200

    (2)

    10

    (1)

    1,200

    (2)

    10

    6.1.2

    2

    3

    5

    6.1.3

  • 187

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    1

    4.0

    3

    1

    5

    50%

    4.0

    6

    3

    6.1.4

    1

    4

    5

    6.2

    3D

    3D

    3D

  • 188

    ( 105 )

    ( 109 )

    ( 113 )

    ()

    3D

    1

    3D

    2

    3D

    2