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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。
 

ROBO-505

DS801 全彩发送卡 LX801

SEC-4600

PCI DIO 2416

TORAY TNC2000 MSTNC-B

84-00136

1492-MS8X12V61-70 Connection Products

1492-SPM3C030 MCB Supplementary Protector 3 A

软启动器 3RW40362TB05

数字量输出模 6ES7 222-1HF32-0XB0 SM 1222DQ 8 x RLY

150-FPP317B SMC Flex Renewal Part

1734-OB4E POINT I/O 4 Point Digital Output Module

1783-HMS8SG4CGN Stratix 5400 12 Port Managed Switch

193-ESM-I-30A-C55 E300/E200 30 Amp Sensing Module

20-750-FLNG1-F3 PowerFlex 750 NEMA 1 Flange Adaptor Kit

2090-CPWM7DF-14AA40 MP-Series 40m SpeedTec Standard Cable

2098-DSD-HV030X Ultra 3000 3kW Servo Drive

GA646PCMS05 GlobalCare Assist for Change Management Electronic Signature Module 5 Pack

GP-0602NT-F GagePort LVDT NT (Full Bridge)

IC5000P512RM PanelPC 512MB RAM Option

IC647HITM HIT:Hitachi S10

IC647SI7C SI7:Siemens SIMATIC S7

IC693MDL655CA Conformal Coated Input module 24 VDC POS/NEG logic 32 points. 1msec filter. Interface is Fujitsu connector.

IC756HDV000K-97 DV Development - HP/UX Op Sys, Korean, Version 9.7

MSI-S95-43 S95 XML Interface-43

PLC-5/1771 System 1771-IBNK CONFORMALLY COATED, HIGH-TRUE INPUT MODULE

Distributed I/O 1790P-T4R0 PROFIBUS, 4 INPUT RTD BASE, TERMINAL BLOCK

Communications 1784-CP16 CABLE ASSY, 10 FT/3.2 M

Operator Interface 2727-T7P30D1F MOBILEVIEW TABLET T750

Support 9305-RSVADFVCJPR SUPT REINSTATEMENT CONTRACT FOR 9305RSVADFVCJP

Support 9515-RSCHM200S SUPT RENEWAL CONTRACT FOR 9515RSCHM200ENE

EtherNet/IP Products 2706-PENETP ETHERNET/IP COMMUNICATION MODULE FOR 2706-P22R

RSI Software Products 9301-2SE3400ZHU1 RSVIEW32 RUNTIME 1500-32K UPGRADE IN-SUPT (ZH)

RSI Software Products 9515-RSNHS005ENE RSMACC NETWORK HEALTH FOR 5 NETWORKS

Motion Control 1326AB-B520E-M2L MOTOR,SERVO,460V,13.0NM,3000RPM,MULTI,IP67

4161-4-24-.8-N4 BCD To 7 SEG Display . 4 Digit, (.8") 24VDC. NEMA 4

HMI-CAB-C58-1 CABLE MODICON 984 SLOT

IC693CBL313 Cable, I/O Expansion, 8 Meters

QSI31200C2P QUICKSTART KIT 10.5" TFT

TRM-21006664 7point screw terminal connector for 4.3/5/7.2 amp S2K controller extended digital I/O

SCC-FV01

US-04U852-13550-3

Z8PE-D18

ELSA 艾尔莎785 GT

CI6BM-B1

8001-4058

1492-SPM1C130-N MCB Supplementary Protector 13 A

通用型变频器 6SE6 430-2UD31-8DB0 18.5 KW,275 x 520 x 245

电机启动器 3VU13401MP00

150-C16NBD SMC-3 16A Smart Motor Controller

1608P-100A400V3E 100 A Pro DySC Sag Corrector

1769-RTBN10 CompactLogix 10 Pin Terminal Block

191S-ANEJ3-CC10C-KN 6.3-10.0 A Compact Rev Starter W/Ckt-Bkr

194R-R3 Operating Shaft

2090-CPBM7E7-08AF02 2 m Length SpeedTec Extension Cable

2090-XXTPMP-16S09 MP-Series 9 m Length Power Cable

CP3B-0WPB-0140-AZ Power cable for B8/3000is motor. 14 meters

GF-905409/SW Connecting FlashCable to Mitutoyo Caliper with Data Read Switch (all e xcept 500-15x/ 500-17x, 551 & 552 series).

IC200UEO108 VersaMax Micro Expansion 8 Output Expansion 24VDC Sink Output, 24VDC Power Supply (includes IC200CBL501)

IC647ACL001 PA Redundant Key

IC647PBBFT0 PPS Boiler Bookshelf - Fire Tube

IC693CBL302 I/O Base expansion 50 feet (15 meters), continuous shield with built in terminator.

IC754ACC06MNT Mounting Clips (4) & PWR Connector/ 6 inch QuickPanel View & Control

IMC-313P-X-DRR IMC-D Series Servo Motor Controller, Enhanced, DeviceNet, 3 Amp

SLC/1746 System 9399-APSQS APS QUICK START GUIDE FOR REL 6.01

Open Automation Systems 1746-BAS-T BASIC MODULE (HIGH SPEED)

Application-specific products 1404-M605B-RIO MASTER MODULE - PQ 24V POWER SUPPLY RIO COM

Operator Interface 2711-K10G14 PV1000 GRAYSCALE KEY, MBUS & RS232 PRINT

Support 9301-2SE3300FRS SUPT RENEWAL CONTRACT FOR 93012SE3300FR

Support 9381-P10KENR SUPT REINSTATEMENT CONTRACT FOR 9381P10KEN

DeviceNet Products 1792D-CB18P MAXUM ROUND MEDIA 18MM BASE, PASSTHRU FOR DNET

RSI Software Products 9301-2SE3300FRE RSVIEW32 RUNTIME 1500 (FRENCH)

RSI Software Products 9358-EP30ENE RSBIZWARE EPROCEDURE 30 UNITS

Motion Control MPL-B4530K-SK24AA MOTOR,SERVO,8.36 NM,4000RPM,SINGL,460V,BRK

Motion Control 2090-XXNRB-14F0P7 RBM TO DRIVE CABLE, .66M

GQPI31200C2P QUICKPANEL COLOR 10.5" TFT GELABEL

IC646MRA300 View 300 Tag Runtime System

MTR-1N32-I-E-D-S-0 Stepping Motor Nema34, Series Wdg, Encoder

QSI31200E2P Starter Kit: 9 inch Monochrome EL/ TCP Label/ 110VAC/ No Agency Approvals

PXIe-6545

METEOR 03

POS-563FC

AcBel API3PC52

HOTO PCI-7489

IPC-586VDNH(GX)

1492-PDM3111 115 A Power Distribution Block

通讯处理器 6GK7443-1GX11-0XE0 CP443-1 IT，以太网，ISO，TCP/IP

变送器 3RS10201DW20

1497-C-AXSX-0-N Control Circuit Transformer

1585J-M8VBJM-2 RJ45 Ethernet Media

1761-RPL-T32X MicroLogix 1000 Replacement Part

188-K3C080-N Miniature Circuit Breaker 8 A

194L-E40-3253 40 A 194L Load Switch

2090-CPBM7DF-02AA25 25 m Length DIN Power and Brake Cable

2090-XXNFT-S04 TL-Series 4 m Length Feedback Cable

BC647PSC300 Proficy Process Systems 3000 I/O with CIMPLICITY with Global Care

GC647PCM100 GlobalCare Complete for Proficy Change Management Server - 100 Concurrent Users

IC200MDL244CA 240VAC ISOLATED 8 POINT INPUT MODULE, CONFORMAL COATED

IC646NVC000 VCR Playback Option

IC647MIEM MIE:Mitsubishi Melsec-A Ethernet

IC676CBLPBF100 IP67 Profibus Cordset - 10 Meters - Female Connector w/Leads

IC697MEM735 Expansion RAM, 512K Bytes, CMOS, 32 Bit (Used w/78X CPUs)

IC800SSI104RD2RR 4.3A, 115/230V, DeviceNet S2K Servo Controller for MTR Series Motors

SoftLogix System 1789-L10 SOFTLOGIX5810 CONTROLLER W/2 USABLE CHASSIS SLOTS

Industrial Computers 6182H-15TRH4B VVCE 1500, TOUCH, STD MEM, ENET, AC

Process Control 1757-DNBUPG50 DEVICENET LIC UPG 50 DNBS

Operator Interface 2711-B5A14L1 PV550 MONO KEY&TOUCH, MBUS & RS232 PRINT

Support 9303-23S0E10S SUPPORT RENEWAL CONTRACT FOR 9303-23S0E10

Support 9371-EJTI3R SUPT REINSTATEMENT CONTRACT FOR 9371EJTI3

ControlNet Products 9355-RSLETENE RSLINX ENTERPRISE

RSI Software Products 9301-2SE2500ESE RSVIEW32 WORKS 100K (SPANISH)

RSI Software Products 9358-BANT30U1R UPGRADE: OUT-SUPT: RSBATCH ARCHIVER 03 TO 30

Motion Control MPL-A4520P-SK24AA MOTOR,SERVO,6.10 NM,5000RPM,SINGL,230V,BRK,9.5KG

Motion Control 2090-UXNPBMP-14S03 CABLE,460V,NON_FLEX,MOTOR POWER,MP,14 GAUGE,3M

CBL-3C-MP-29 Power Cable, MTR-3S43-G, MTR-3S45, MTR-3S46, & MTR-3S6x-G Series Servo Motors

IC641CTL930 CIMPLICITY Control 90-30 Programmer with CD Documentation Library

IC800SLM020N2KE25 200W, 230 VAC SL Servo Motor, 2.5K Quad Encoder

OC647IPWRSTRN00300M iPower Option - Std 300 I/O Run

PXI-4204

ACT1-777-J

FI-RBXAX-000/11

ADTEK AMI-21PCI

POS-1711VNA

ADI12-16(PCI)

1492-MCEA115 15 A UL489 Miniature Circuit Breaker

1494V-DSX100 Disconnect Switch

软启动器 3RW44586BC35

运行版软件 6AV2103-0DA00-0AM0 SIMATIC WinCC 专业版 512 PowerTags (Compact Edition)

1585D-M8UGJM-40 Gigabit Ethernet Media

1756-M02AS ControlLogix Analog SSI Motion Module

180040-A01 KIT BUS CONTROL CARD

194E-FA40E 194E Load switch

2090-CFBM7DD-CEAF07 Kinetix 7m Flexible Cable

2090-U3BB-DM12 Ultra 3000 Breakout Board Kit

BC646MRA000 View Runtime 8000 I/O with Proficy GlobalCare Complete

GC647ARC050 GC Reporting Client 50 Pak

I5T/2 Proficy Process Systems Tuning Tools from ControlSoft for 10 Loops

IC646APS30005 CSense Predictive Soft Sensor 5 KPI's

IC647IFPLRN00075C iFIX Plus SCADA 75 I/O Runtime (M1Component Part)

IC660HHC005 Hand-Held Monitor Cable

IC697ACC805 I/O Cable (64 conductor) for IC697Vxxxxx modules. Ten feet long

IC756XDV010E-925 "DV-Draw Development on Solarisx86 Op Sys, English v9.25"

FlexLogix System 1794-TB3S FLEX I/O TERMINAL BASE WITH SPRING CLAMPS

GuardPLC Systems 1753-L28BBBM GUARDPLC 1600 - SAFETY PLC W/MODBUS, 28 I/O

Process Control 1757-UPGSIFG UPGRADE HW UDC 3000/5000/6300 QUICKBUILDER I/F

Operator Interface 2711P-K12C4D1 PV PLUS 1250, KEYPAD, RIO/DH, DC PS, STD MEM

Support 6008-SQS1S SUPT RENEWAL CONTRACT FOR 6008SQS1

Support 1400-SPR 1400-SP SOFTWARE SUPPORT REINSTATEMENT

Support F1785-L80C15SERF FIRMWARE UPGRADE FOR 1785-L80C15 PLC5 PROCESSOR MO

RSI Software Products 9301-2SE2350ESU1 RSVIEW32 WORKS 150-5K UPGRADE IN-SUPT (ES)

RSI Software Products 9701-VWSS250DEU1 RSVIEW SE 25 TO 250 DISPLAY UPGRADE (GERMAN)

RSI Software Products 9399-WAB32GR RSLINX GETTING RESULTS GUIDE

Motion Control 8720MC -B042-AN- 42 AMP B CHASSIS DRIVE, OPEN ENCL., LESS OPTIONS

BC646MPSU01 Logic Developer PLC Standard Edition with SAFE

IC300OCS301 OCS300 5.7" STN WITH ETHERNET

IC752WTD802 Display Station 2000 Series - 18.1" active matrix SXGA (1280x1024) resistive touch screen, Pentium 233 Mhz, 64 MB RAM, 6.4 GB HD, expansion slots, Ethernet, with unlimited point count CIMPLICITY HMI R&D and Win NT

MTR-3T43-J-R-0-M-0RR Servo Motor Metric

PCI-6519

AIO486

NORCO-840AE

Nipron PC1U-210P-X2S

NORCO-690

AIMB-780QG2

1492-L4T IEC Term Blck 6.1x84x35.7mm Spr Clp

1494C-DJX622-A5-B1-D-E 200 A Flange Mtd Cable Switch

软启动器 3RW44342BC34

电源 6ES7 505-0KA00-0AB0 PS：25 W，额定输入电压 DC 24 V

1585BZ-F8BF 1585 Ethernet Media Accessory

1747-L542 SLC 5/04 32K Controller

1791ES-IB16 Guard I/O 16 Point Digital Input

194E-AA00E 194E Load switch

2071-AP1 Kinetix 3 100W Component Servo Drive

2090-CSWM1DF-14AA02 Kinetix Cable Single DSL 2090-Series

20AC1P3C3AYNAEC0 PowerFlex 70 AC Drive 20A

GC646MDC700 Proficy GlobalCare Complete for Logic Developer - PC & View Development/Runtime 700 I/O

HE693DNT250 Discontinued Part. Check with GE IP on migration path.

IC600WD010 Expansion Rack I/O Cable, 10 feet (3m)

IC647HSTHDAM Historian OPC HDA Server Option (M4 Key)

IC655PWR514RR Power Supply, 6 Amp, 24Vdc

IC694MDL654 Input module 5/12 VDC (TTL) 32 point POS/NEG logic.

IC756WDC009E-27 DataViews Development System Visual Basic Java & C++ English v2.7

MicroLogix 1500/1769 System 1764-RPLTB2 REMOVABLE TERMINAL BLOCK KIT (21 PT)

PLC-5/1771 System 1784-CP6 CABLE ASSY, 10FT/3.05M,KT/KT2/KL TO PLC-5 (DIN)

Distributed I/O 1797-TPR CONTROLNET EX T-TAP RIGHT ANGLE

Communications D5000-6.6.5 KT DTL HP-UX SW INSTALLATION AND CONFIGURATION

Support 9321-L5160S SUPT RENEWAL CONTRACT FOR 9321L5160

Support 9358-HSTATHR SUPT REINSTATEMENT CONTRACT FOR 9358HSTATH

Support F1772-LG FIRMWARE UPGRADE FOR 1772-LG PLC2 PROCESSOR MODULE

RSI Software Products 9324-RLD300DEE RSLOGIX 5000 STANDARD, DEU

RSI Software Products 9304-WVPD300DU3 UPGRADE: IN-SUPT: WINVW 128 TO WINVW PRO DEV 3000

RSI Software Products 9358-PLTM2600ENE RSBIZ PLNTMET SEV 200 CELL

Motion Control 8720SM-075-S6SAS1 75 KW/137 AMP, 750 VDC, AC MOTOR WITH SRS60 ENC.

A06B-0034-B075#7008 B6/2000 Servo Motor, 32K Serial Encoder

IC200TBX228 Tool box, 28 point, (IC200UDR005) 24VDC In/Relay Out, requires 120VAC Power, VersaMax SE (IC200SET001) with all software, cables (IC640VPS002)and manuals.

IC750CTR400RR PANELWARE Genius Panel Controller

MTR-1350-E-D-E-S MTR series NEMA 34 splashproof stepping motor with series winding connection and encoder

NI 9203

NANO-GM45A-R10

CPCI-R6841

ETASIS IFRP-462

SBC81826

OC-64C0-12060

PROX-1720

1492-SPM3C130 MCB Supplementary Protector 13 A

软启动器 3RW40472BB04

模拟量输出模块 6ES7 232-4HD32-0XB0 SM 1232 AQ 4x14 位

150-SB2NUR SMC-50 SOLID STATE MOTOR CONTROLLER 110A

1734-RTB POINT I/O Accessory

1783-MS06T Stratix 8000 6 Port Managed Switch

193-ESM-IG-30A-E3T E300/E200 30 Amp Sensing Module

20-750-I1B-C460D430 PowerFlex 750 Replacement Inverter

2090-CPWM7DF-14AF25 MP-Series 25m Length Power Cable

2098-DSD-HV150-DN Ultra 3000 Servo Drive

GA647IFCLNTCDV GCA iFIX iClient Dev

GP-0602NT-F8 GagePort LVDT NT (Full Bridge for Sangamo A6G1, Standard E4-8030)

IC5005CAC0001 PanelClient 15 inch with iFIX Terminal Service License

IC647HSTAE2000KM Alarm and Events Option for Historian - Standard Server 2,000,000 Points (M4 Key)

IC647SPT001 Scheduler Proficy Plant Apps Adapter

IC693MDL733RR 12/24 Vdc Output, 05 Amp, Negative Logic (8 Points)

IC756HDV001K-99 DV Development - HP/UX Op Sys Addt'l User, Korean, Version 9.9

Pico Controllers 1760-L12AWA-NC 12 I/O PICO CONTROLLER, AC

PLC-5/1771 System 1771-IN INPUT MODULE, 24V AC, 8 INPUT

Distributed I/O 1791D-4B0 DNET 24VDC CBLOCK I/O, 4 IN SINK (NOT EXPANDABLE)

Communications 1784-PCM6 1784-PCMK DH+COMMUNICATION CABLE(8 PIN DIN)

Operator Interface 2706-P44R INVIEW MESSAGE DISPLAY. 1 OR 2 LINE

Support 9305-RSVADSJPS SUPT RENEWAL CONTRACT FOR 9305RSVADSJP

Support 9515-RSMCLT010S SUPT RENEWAL CONTRACT FOR 9515RSMCLT010EN

EtherNet/IP Products 2711-K10G20 PV1000 GRAYSCALE KEY, ENET & RS232 PRINT

RSI Software Products 9301-2SE340DEU1R RSVIEW32 RUNTIME 1500-32K UPGRADE OUT-SUPT (DE)

RSI Software Products 9356-PRO2200U2R UPGRADE: OUT-SUPT: RSSQL STD.300 TO PROF.300 TAG

Motion Control 1326AB-B720E-S2K7L MOTOR,SERVO,460V,30.9NM,3500RPM,SINGL,BRK,IP67