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USAFED-30FS2T

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“工业4.0”平台 人工智能平台
波尔特是DFKI所属的深度学习能力中心主任，长期从事多媒体分析和数据采掘研究，曾获麦肯锡商业技术奖和谷歌研究奖。DFKI是德国首个以公私合作伙伴关系（PPP）模式建立的大研究中心，分布在凯撒斯劳滕、萨尔布吕肯、不莱梅、柏林等地，主要负责应用性基础研究、产品功能及样品开发、提供专利方案等。
波尔特介绍，2013年德国政府提出的“工业4.0”战略就涵盖了人工智能。“工业4.0”战略着重在制造业等领域利用互联网、人工智能技术，将人与机器、机器与机器连接起来，实现智能化操作和智能化生产。之后，在联邦教研部的倡导下成立的“工业4.0”平台，将研究机构、大学和企业的研发力量集中到一个平台上，大大推进了人工智能在这个平台下的开发和应用。联邦政府为这个平台前期投资了2亿欧元，并带动了工业界和民间的投资。
人工智能与认知系统、会学习的机器密切关联。因此，2017年9月，联邦教研部又启动了一个称为“学习系统”的人工智能平台，这是继“工业4.0”平台之后，德国政府推出的第二个以数字化为主题的研发平台。这项计划是通过开发和应用“学习系统”，使未来的工作和生产更加灵活和节省资源，提高工作效率和生活品质，促进经济、交通和能源供应等领域的可持续发展。联邦教研部部长万卡表示：“我们必须从新的角度来思考人工智能，它就像‘工业4.0’一样，将带来深刻的变化，在德国起到系统性的推动作用。”
投资力度不够 发展模式不同
德国新一届政府在其组阁文件中曾6次提到人工智能，足以显示重视程度。但与中、美相比，目前德国的投资力度还远远不够，政府在项目上的投资仅数亿欧元。而中国政府在2107年出台了详细的人工智能发展规划，将投入数十亿美元。在企业界，美国的Big Five（微软、谷歌、苹果、脸书和亚马逊）和中国的BAT（百度、阿里巴巴和腾讯），投资人工智能的研发费用约为200亿—300亿美元。
波尔特博士介绍，德国除了投资力度不够外，与中、美两国明显不同的还有发展模式。中、美两国在互联网技术方面具有优势，Big Five和BAT都是网络巨头，以其IT和网络优势带动人工智能发展。而德国的优势是高端机械制造业，即便是在DFKI这样的人工智能研究机构，很多科研人员也是来自机械工程系。他们可以做出很像样的硬件，但在软件开发和应用方面略显迟钝。
 

Motion Control MPL-B660F-MJ24AA MOTOR,SERVO,48.0NM,3000RPM,MULTI,460V,BRK

44A731232 CPU331 Upgrade Kit latest revision

CBL-12-MP-20 Power Cable, MTR-1216, 1221, or 1231 Stepping Motor, 20 Ft.

IC300OCS350 OCS350 5.7" TFT WITHOUT ETHERNET

IC697VDR150 Relay Output, 32 point, non latching, 2 amp

MSP-TCJ-IN1 Obsolete - Type J (0 to 760C) in / Pulse out

ST-3428 STXi analog input module 8 Channels, 0~10V, 12bit

20BD065A3AYNAND0 PowerFlex 700 AC Drive 65 A 50 Hp 20B

20DD300A0EYNBNANE PowerFlex 700S AC Drive 20D

20SD1K0NEM PowerFlex 1000 A SCR Bus Supply

2711P-B6C5A8 PanelView Plus 6 6 Clr/Touch AC RS232

280-PWRM35A-M8 ArmorConnect 8 Meter M35 Patchcord

CPM1A-8ED 8点扩展 输入单元

1492-MN83 IEC 10 x 10 mm Marker Card

1494V-RA2 Connecting Rod

软启动器 3RW44662BC36

运行版软件 6AV2104-3KK04-0AE0 SIMATIC WinCC Runtime Advanced 8192 PowerTags V14 Upgrade ： V11..V13 -> V14

1585J-M4TBJM-10 RJ45 Ethernet Media

1756-OB16IEFK ControlLogix 16 Point Digital Output

188-K1B500-N Miniature Circuit Breaker 50 A

194E-G3653 Terminals For Load Switch

2090-CFBM7DF-CDAF20 MP-Series 20m Feedback Cable

2090-UCSR-A300 Active Shunt Regulator

BC646OEM0110 OEM Edge Additional Key - iFIX

GC647DMC001 GC DataMart Reporting Client

IC200ALG230 Analog input 12 bit voltage/current 4 channel

IC646CSPWR Proficy Cause+ Web Report User

IC647IFPLSR00150M iFIX Plus SCADA 150 I/O Server (M4 Part)

IC660MLD021 Label for IC660BBD021 (Qty 100)

IC697BEM711RR Bus Receiver (Required for Each Local Expansion Rack)

IC8000DEM003 8000 PROCESS IO DEMO

FlexLogix System 1794-STRT1IT FLEXLOGIX STARTER KIT ITALIAN

GuardPLC Systems 1755-N2 GUARDPLC 2000- CHASSIS SLOT FILLER

Process Control 1757-UPGSIFZE UPGRADE UNIVERSAL MODBUS QUICKBUILDER INTERFACE

Operator Interface 2711P-B15C15D1 PV PLUS 1500, KEY/TOUCH, CNET, DC PS, STD MEM

Support 9230-DNIOSDKS SUPT RENEWAL CONTRACT FOR 9230DNIOSDK

Support 6300-DER 6300-DE SOFTWARE SUPPORT REINSTATEMENT

Support F1785-V40LSERE FIRMWARE UPGRADE FOR 1785-V40L PLC5 PROCESSOR MODU

RSI Software Products 9301-2SE2350PTU1 RSVIEW32 WORKS 150-5K UPGRADE IN-SUPT (PT)

RSI Software Products 9701-VWSTPENE RSVIEW STUDIO WITH PROCESS EXTENSIONS

RSI Software Products 9399-WABOUGIT RSLINX OEM USER GUIDE (ITALIAN)

Motion Control 8720MC-EF190-VB EMC FILTER FOR 190 AMP CONVERTER

BC646MRC159 Logic PC & View Runtime 1,500 I/O

IC300RCS065 8 DC Inputs (12/24vdc), 6 Relay Outputs (4.0A per point). Built-in network interface of CsCAN or DeviceNet slave.

IC754VBB06MTD 6" Monochrome Quickpanel View Basic, Touch, 24VDC, Blank Label

MTR-3T54-H-R-B-M-0 MTR series metric servo motor with resolver and brake

20AC8P7A3AYNNNC0 PowerFlex 70 AC Drive 8.7 A at 4 kW 20A

20DC022A3NYNAEASE PowerFlex 700S AC Drive 20D

20G1ANC140JN0NNNNN PowerFlex 755 AC Packaged Drive

25B-E022N104 PowerFlex 525 15kW (20Hp) AC Drive

2715-T7CA PanelView 5500 6.5 in. Graphic Terminal

FR-A740-37K 54KVA 71A 37KW

1492-LDG3P IEC Term Blck 5.1x95x41mm Spr Clp

1494F-N20 Master Door Interlock Kit

软启动器 3RW44356BC35

ET 200SP 6ES7131-6BF00-0AA0 DI 8x24VDC 基本型， 基座单元类型 A0

1585D-E4TBDE-2 Micro D-Code, QD Style Ethernet Media

1753-HHT GuardPLC Handheld Terminal

1794-IB16D Flex 16 Point Digital Input Module

194E-AA20EX-6 194E Load switch

2080-LC20-20QBBR Micro820 20 I/O ENet/IP Controller (RTB)

2090-CSWM1DF-14AA25 Kinetix Cable Single DSL 2090-Series

20AC3P5A0AYNANC1 PowerFlex 70 AC Drive 20A

GC646MPPS50 Proficy GlobalCare Complete for Logic Developer - PLC Professional - 50 Seat Site License

HE693OIU907 Full-sized Genius VF OIU powered by 80-240VAC

IC610CHS100RR Rack, Non-Expandable, 115/230Vac Power Supply HiCap (5 Slots)

IC647HSTSC300M Server to Server Collector for Historian - Standard Server 300 Points (M4 Key)

IC660BBA104 Block 115Vac/125Vdc Analog Current Source 4 Inputs / 2 Outputs

IC694MDL754CA Conformal Coated. 12/24VDC Output (0.75 amps/point)Module 32 point. Requires terminal block IC694TBBx32 box style or IC694TBSx32 spring clamp. Terminal block is sold seperately. Output response Time is 0.5ms.

IC756WDJ009K-22 DV Development Sys VB and Java, Korean, Version 2.2

MicroLogix 1500/1769 System 9399-RLD300GR RSLOGIX 5000 GETTING RESULTS GUIDE

PLC-5/1771 System 1771-P2 POWER SUPPLY, 6.5A, 120/220V AC

Distributed I/O 1794-CE1 EXTENDER CABLE FOR TERMINAL BASES, 1FT/.3M

Operator Interface 2711P-B6C8A PV PLUS 600 COLOR, KEY/TOUCH, DH+, AC PS

Support 9323-PA2ES SUPT RENEWAL CONTRACT FOR 9323PA2E

Support 9358-MTRCK02R SUPT REINSTATEMENT CONTRACT FOR 9358MTRCK02ENE

Support F1772-LXSERC FIRMWARE UPGRADE FOR 1772-LX PLC2 PROCESSOR MODULE

RSI Software Products 9324-RLD600ESE RSLOGIX 5000 FULL EDITION, SPANISH

RSI Software Products 9305-RSVADDCPTE RSVIEW32 ACTIVE DISPLAY DED. CLIENT (PORTUGUESE)

RSI Software Products 9358-SCHSTDENE FINITE-CAPACITY SCHEDULING MODULE OF RSBIZWARE

Motion Control 2094-AL09 LINE INTERFACE MODULE, 230V,6KW

A06B-0147-B075#7008 A22/2000 Servo Motor, 64K Serial Encoder

IC200UDD212 28 point PLC,(16) 12VDC In, (12) 12VDC Out 0.70 A, 12VDC Power Supply. Battery (IC200ACC403) is required for data retention. Battery not included.

IC752CBT000 Mature, order QuickPanel instead.DataPanel 320T MB (Mono Base): 320x240 1/4 VGA Monochrome LCD with 80386SX/40 PC processor. Analog touch screen with text, bitmaps, bar graphs, real time clock.

MTR-1N31-I-E-A-S-0RR Stepping Motor Nema34

ZA06B-0115-B203#0100 B0.5/6000is Servo Motor with Straight Shaft, Key and IP67 Sealing

20BD3P4A3AYNANC1 PowerFlex 700 AC Drive 3.4 A at 2 Hp 20B

20G11TE395AN0NNNNN PowerFlex 755 AC Packaged Drive

25-PM1-B5P0 PowerFlex 520 0.75kW (1Hp) Power Module

372SPU47401V26 Quantum Concept 软件,XL 版本,V2.6

FRN 0.2E1S-7C 0.57?KVA 1.5A 0.2KW 单相AC220V/50Hz/60Hz

GP675-TC11

1492-SPM3C630-N MCB Supplementary Protector 63 A

软启动器 3RW40461BB14

输入仿真器 6ES7 274-1XF30-0XA0 8 位置仿真器

150-SCMD SMC-50 CONTROL MODULE 100-240 VAC

1738-485ASCM12 ArmorPoint ASCII Interface

1783-US4T1F Stratix 2000 4+1 port unmanaged switch

193-ETN E1 Plus EtherNet/IP Commnication Module

20-750-MNT2-F9 PF755 FR9,IP00,PANEL MOUNTING KIT

2090-CPWM7DF-16AA60 MP-Series 60m Servo Power Cable

20A-PUB-IN1-EN PF70 INSTALLATION PUB KIT,ENGLISH

GA647IFESGRN00075 GCA iFIX Optn: ESig & ERec 75 I/O Run

GP-2104NTSB GagePort Digital NT 4-port input - Sales BOM.

IC5105KAX0000 15 Inch Panel-C Industrial Computer - Unbundled - w/ Windows XP

IC647HSTCC1500KM Calculation Collector for Historian - Standard Server 1,500,000 Points (M4 Key)

IC647SYLM SYL:Square D Sylink

IC693MDL752CA Conformal Coated Output module, 5/12-24VDC, 32 point NEG logic.

IC756LDV000J-97 DV Development - Intel/Linux RedHat Op Sys, Japanese, Version 9.7

Pico Controllers 1760-DU GFX DISPLAY WITH OUT BUTTONS

PLC-5/1771 System 1771-OBNK CONFORMALLY COATED, HIGH-TRU OUTPUT MODULE

Distributed I/O 1791R-8B8P RIO 24VDC COMPACTBLK, 8 IN SINK 8 OUT SOURCE, BASE

Communications 1786-BNCP CONTROLNET BNC COAXIAL CONNECTOR

Operator Interface 2706-PENET1 ETHERNET TCP/IP MODULE FOR COMMUNICATION FROM A PC

Support 9701-VWSB250AS SUPT RENEWAL CONTRACT FOR 9701VWSB250AENE

Support 9324-RL0100DER SUPT REINSTATEMENT CONTRACT FOR 9324RL0100DE

EtherNet/IP Products 2711P-K12C4B1 PV PLUS 1250, KEYPAD, RIO/DH, AC PS, STD MEM

RSI Software Products 9301-2SE340KOU1R RSVIEW32 RNTM 1500-32K UPG OUT-SUPT (KO)

RSI Software Products 9356-PRO2350U3R UPGRADE: OUT-SUPT: RSSQL STD.1500 TO PROF.5000 TAG

Motion Control F-4030-Q-H04AA MOTOR/ENCODER/BRAKE

4261A-6-N12 7 SEG PANEL DISP. 6 DIGIT. ASCII/SERIAL INTERFACE. QUICK CONN W/PROTOCOL CONV. NEMA 12

IC200ACC201 EXPANSION TERMINATOR QTY 1

IC693CSE313 Series 90-30 5-Slot State Logic CPU in base Model 313

TGT-AI0V-16-0 Target Analog Module 8 Inputs, 8 Outputs

VDNC-EDIT VisualDNC Edit CimWorks Suite

20BD014A3AYNANC0 PowerFlex 700 AC Drive 14 A at 10 Hp 20B

20G11BE595AN0NNNNN PowerFlex 755 AC Packaged Drive

22C-B065A103 PowerFlex 400- 15 kW (20 HP) AC Drive

140XBE10000 Quantum 背板扩展模块

285-BRC24-M1 Source Brake Cordset Cable, 1m

H3Y-2 AC220V 1S 10S 30S 60S 二开/二闭

1492-SPM1D070-N MCB Supplementary Protector 7 A

通用型变频器 6SE6 440-2UD21-5AA1 1.5 KW,73 x 173 x 149

电机启动器 3VU13403MP00

150-C3NCD SMC-3 3A Smart Motor Controller

1609-PRK1 1609 Rack Mounting Kit UPS Accessory

1771-CX1 1771 Local I/O Bus Terminator Cable

193-EC2CD E3 Plus 5-25 A Overload Relay

198-MR7 Reset Push Button Kit

2090-CPBM7E7-16AF05 MP-Series 5m Length Pwr and Brake Cable

2094-AL15S Kinetix Line Interface Module

CQPICTDE0000 10.5 inch Color TFT/ TCP Label/ 24VDC/ UL/ cUL/ CE/ UL1604

GFK-0448 Series 90-70 PLC User's Guide to Integration of 3rd Party VME Modules

IC200UEX624 VersaMax Micro 4 channel Analog input expansion. (4) Analog inputs, 24VDC Power Supply (*includes IC200CBL501)

IC647APC100 PA Production Client 100 Pak

IC647PFL025 Proficy Process Systems Standard Edition Single Node 250 I/O with iFIX

IC693CHS397NB Base, CPU, 5 Slots, Use With CPU35x, CPU36x and CPU37x. Base only. No battery included. Battery for CPUs ordered seperately.

IC754PBSS01 PROFIBUS Slave for QP View

KIT-GFS-365 Proficy HMI/SCADA CIMPLICITY & iFix Workshop Student Kit

SLC/1746 System D1747-6.8 DIRECT COMMUNICATIONS MODULE (DCM) USER MANUAL

Distributed I/O 1734D-IB16 24 VDC 16 IN, DNET COMMS, SCREW

Application-specific products 1803-CT600M PORTABLE POWERMONITOR2 CURRENT XFMR 600/300/150

Operator Interface 2711-T10C9L1 PV1000 COLOR TOUCH, RS232 (DH485) & RS232 PRINT

Support 9301-2SE3500FRS SUPT RENEWAL CONTRACT FOR 93012SE3500FR

Support 9381-PA500KENR SUPPORT REINSTATEMENT CONTRACT FOR 9381PA500KEN

DeviceNet Products 1790D-T8BV8B DNET LDX 24VDC, 8 UNIV IN/8 SRCE OUT BASE TERM BLK

RSI Software Products 9301-2SE330ESU1R RSVIEW32 RUNTIME 300-1500 UPGRADE OUT-SUPT (ES)

RSI Software Products 9358-PBEBNT30ENE RSBATCH NT & EPROCEDURE BNDLE PROCESLGIX 30 UNITS

Motion Control MPL-B580J-MJ24AA MOTOR,SERVO,34.0NM,3800RPM,MULTI,460V,BRK,32MMSHAF

Motion Control 2090-UXLF-350 AC LINE FILTER,ULTRA,50 AMPS,3 PHASE

GQSI31200C2P QUICKSTART KIT 10.5" TFT GE LABEL

IC646NGW000 WebGateway (Unlimited Users)

MTR-3T55-H-R-0-M-0 MTR-Series Servo Motor, Resolver, Metric

ST-131F STXi input module 16 points, Positive Logic, 48VDC (connector type)

20BC085A0ANNAND0 PowerFlex 700 AC Drive 85 A 45 kW 20B

20F11RC8P7JA0NNNNN PowerFlex 753 AC Packaged Drive

22A-A2P3N104 PowerFlex 4- 0.4 kW (0.5 HP) AC Drive

140CHS32000 Quantum QUANTUM 热备远程I/O同轴电缆终结套件

28319-801-01 Limit Switch O-Ring

C200H-NC112 位控单元,伺服驱动 范围1-250000PPS 1轴

1492-RCDA4B25 Residual Current Device 25 A

同步模块 6ES7960-1AA04-0XA0 同步模块

变送器 3RS10 41-2GW50

1497-G-M4-3-N Control Circuit Transformer

1606-XLE120E-2 480VAC Input 24VDC Out 5A Power Supply

1762-OX6I MicroLogix 6 Point Relay Output Module

188-K3D100 Miniature Circuit Breaker 10 A

194L-HCDH-001 IEC Control And Load Sw Actuator

2090-CPBM7DF-08AA04 MP-Series 4m Power and Brake Cable

2090-XXNPMF-14S05 Kinetix Drives 5m Standard Cable

BC647TPR300 CIMPLICITY HMI ProServer 300 I/O Runtime System with Proficy GlobalCare

GC647PRTRO GlobalCare Complete - Proficy Portal Read Only Option Ver 3.0

IC200MDL744LT OUTPUT 5/12/24VDC NEG LOGIC 0.5A PER PT (2 GROUPS OF 16) 32PT (LT)

IC646PHD935 PH-70H with 935 CPU - DC

IC647MT1C MT1:Met One

IC684TROLI601 CIMPLICITY HMI Plant Edition Online Course -Module 1

IC697VAL264 Relplacement is Embedded VME-3122A-400000. Contact GE IP Embedded for details.

IC800SSI228RD2RR 28A, 230V, DeviceNet S2K Servo Controller for MTR Series Motors

SLC/1746 System 1747-L551 SLC 5/05 CONTROLLER

Industrial Computers 6181P-12NSXPH VERSAVIEW INTEGRATED DISPLAY COMPUTER 12-INCH TFT

Application-specific products 9358-PBANT60ENE RSBATCH NT FOR PROCESSLOGIX ARCHIVER 60 UNITS

Operator Interface 2711-K5A10L1 PV550 MONOCHROME KEY, DNET & RS232 PRINT

Support 9306-4EXP01ENS SUPT RENEWAL CONTRACT FOR 93064EXP01ENE

Support 9393-RSTACDS SUPT RENEWAL CONTRACT FOR 9393RSTACD, 9393RSTACD

ControlNet Products 2711-K10C15L1 PV1000 COLOR KEY, CNET & RS232 PRINT

RSI Software Products 9301-2SE2500PTU3 RSVIEW32 WORKS 300-100K UPGRADE IN-SUPT (PT)

RSI Software Products 9358-BEPB30ENE RSBIZWARE BATCH AND EPROCEDURE BUNDLE 30 UNITS

Motion Control MPL-A4540C-SJ22AA MOTOR,SERVO,10.2 NM,1500RPM,SINGL,230V,9.5KG

Motion Control 2090-XXNFY-S01 CABLE,NON-FLEX,MOTOR FEEDBACK,Y,1M

CBL-T7-MP-20 Power Cable, MTR-3T1x & MTR-3T2x Series Servo Motors, 20 Ft.

IC641PCC122 Logic Engine (runtime) w/o GUI - 128 Points

IC800SSD216S1 16 Amp S2K Series Servo Amplifier, 230 VAC

PR-PAT-DX-1.2 Proficy DX, PAT Software, Non Pharm

20BB-DB1-1 PowerFlex 700 Resistor Kit

20DD730A0ENNBNANE PowerFlex 700S AC Drive 730 A 600 Hp 20D

20YD460W0ANNANA0 PowerFlex 700AFE 460A Active Front End

2711P-B7C4D9 PanelView Plus Terminal

280-PWRM35C-M3 ArmorStart Three-Phase Power Media

CQM1-PR001-E 编程器 带电缆1.5米

1492-MS5X12V1-10 Connection Products

1495-N61 Protective Fuse Cover

行程开关 3SE53120SE11

运行版软件 6AV2105-0TA04-0AA0 SIMATIC WinCC Runtime 专业版 262144 PowerTags V14

1585J-M4TBJM-6 RJ45 Ethernet Media

1756-OF8IH ControlLogix 8 Pt A/O HART Isolated

188-K1C060-N 6 A Miniature Circuit Breaker

194E-HE4G-175 194E Load Switch Actuator

2090-CFBM7DF-CEAA09 MP-Series 9m Servo Feedback Cable

2090-UXLF-123 Ultra Series 23A AC Line Filter

BC646PEW100 OP EWS Development Software Unltd I/O w/GC

GC647IFCLNTCRN GCC iFIX iClient Run

IC200ALG266 Analog input 15 bit, 4-20mA, current, 15 channel. TUV approved.

IC646IFCLNTCRO050K iFIX iClient Read Only 50 PK Keyless (M1 Kit Part)

IC647IFPRDV00150K iFIX Profsnl SCADA 150 I/O Development (M1 Kit Part)

IC660SLA021 Red Safety Label Kit for IC660BBA021Genius Blocks

IC697BEM763RR DLan Interface

IC800BIK040 BSVM1-40i Beta i 40 amp amplifier kit

ControlLogix/1756 System 1756-L61 LOGIX5561 PROCESSOR WITH 2MBYTE MEMORY

Industrial Computers 6182H-7BRH4D VVCE 700, KEY/TOUCH, STD MEM, ENET, DC

Process Control 9358-PB10ENE RSBIZWARE BATCH FOR PROCESSLOGIX 10 UNITS

Operator Interface 2711P-K15C4B1 PV PLUS 1500, KEYPAD, ENET, AC PS, STD MEM