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PH-E128APVF,

PH-E128APVF

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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。
 

USB-4432

PIA-431

AIMB-750

FV-00135-03

MOXA摩莎C104H/PCI

SENNC-A TNC2000 SLVNC-B

01-03450-00

1492-MS8X12V51-60 Connection Products

1492-SPM3C020-N MCB Supplementary Protector 2 A

软启动器 3RW40362BB05

数字量输入模块 6ES7 221-1BH32-0XB0 SM 1221 DI 16x24 V DC

150-FPP25B SMC Flex Repair Part

1734-OB4 POINT I/O 4 Point Digital Output Module

1783-HMS8S4CGN Stratix 5400 12 Port Managed Switch

193-ESM-I-30A-C23 E300/E200 30 Amp Sensing Module

20-750-FLNG1-F2 PowerFlex 750 NEMA 1 Flange Adaptor Kit

2090-CPWM7DF-14AA30 MP-Series 30m SpeedTec Standard Cable

2098-DSD-HV030-SE Ultra 3000 3kW with SERCOS Servo Drive

GA646PCMS01 GlobalCare Assist for Change Management Electronic Signature Module (Single)

GFZ-0087 Series 90-70 and Genius Bus Controller Troubleshooting Pocket Guide

IC5000P256RM PanelPC 256MB RAM Option

IC647HITC HIT:Hitachi S10

IC647SI5M SI5:Siemens SI5

IC693MDL655 24 Vdc Input, Neg/Pos Logic, 1 ms, (32 pts)

IC756HDV000J-99 DV Development - HP/UX Op Sys, Japanese, Version 9.9

MSI-S95 S95 XML Interface

PLC-5/1771 System 1771-IBN HIGH-TRUE INPUT MODULE, 10-30V DC, 32 INPUT

Distributed I/O 1790D-TN4V0 DNET LDX, 4 INPUT VOLTAGE ANALOG BSE, TERM BLOCK

Communications 1784-CP15 CABLE ASSY, 10 FT/3.2 M

Operator Interface 2727-RY1 MOBILEVIEW STYLUS WITH TETHER (5 PACK)

Support 9305-RSVADFVCFRS SUPT RENEWAL CONTRACT FOR 9305RSVADFVCFR

Support 9515-RSCHM200R SUPT REINSTATEMENT CONTRACT FOR 9515RSCHM200ENE

EtherNet/IP Products 2706-PENETM ETHERNET/IP COMMUNICATION MODULE FOR 2706-P4X

RSI Software Products 9301-2SE3400ZHE RSVIEW32 RUNTIME 32K (CHINESE)

RSI Software Products 9515-RSMSVRENE RSMACC SERVER AND RSMACC CLIENT ACTIVATION

Motion Control 1326AB-B520E-M2K5L MOTOR,SERVO,460V,13.0NM,3000RPM,MULTI,BRK,IP67

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

HMI-CAB-C120 CABLE GE FANUC 90/30 CPU 351/352/363, RJ11 Serial Port

IC693CBL312 Cable, I/O Expansion, 0.15 Meters, Shielded

QSI2D100L2P QUICKSTART KIT 10.5" MONO LCD

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

AIS-640/266

1492-SPM1C130 MCB Supplementary Protector 13 A

通用型变频器 6SE6 430-2UD31-5CA0 "15 KW,185 x 245 x 195"

电机启动器 3VU13401MN00

150-C16FBD-8L Encl. SMC-3 16 A Smart Motor Controller

1608P-100A380V4E 100 A Pro DySC Sag Corrector

1769-RTB45 CompactLogix 5370 L1 Replacement Part

191S-ANEJ3-CB25C 1.6-2.5 A Compact Rev Starter W/Ckt-Bkr

194R-R2M 194R Extended Length Operating Shaft

2090-CPBM7E7-08AF01 1 m Length SpeedTec Extension Cable

2090-XXTPMP-16S07 MP-Series 7 m Length Power Cable

CP3B-0WPB-0070-AZ Power cable for B8/3000is motor. 7 meters

GF-905409 Connecting FlashCable to Mitutoyo Caliper (all except 500-15x/ 500-17x , 551 & 552 series).

IC200UEO016 VersaMax Micro Expansion 16 point (16) 24VDC Source ESCP Outputs, 24VDC Power Supply (includes IC200CBL501)

IC647ABS001 PA Batch Analysis Server

IC647PBBDF0 PPS Boiler Bookshelf - Dual Fuel

IC693CBL301 Rack Expansion Cable, I/O Expansion, 2 Meters

IC754ACC06GASE Gasket for 6-Inch Euro QP-View & Control

IMC-313P-X-D 3 amp IMC enhanced servo motor controller with Devicenet

SLC/1746 System 9399-APSMAN SLC 500 APS MANUAL SET

Open Automation Systems 1746-BAS BASIC MODULE FOR PROGRAMMABLE CONTROLLER

Application-specific products 1404-M605B-ENT 1404-M6 ETHERNET PM3000

Operator Interface 2711-K10G12L1 PV1000 GRAYSCALE KEY, PBUS & RS232 PRINT

Support 9301-2SE3300FRR SUPT REINSTATEMENT CONTRACT FOR 93012SE3300FR

Support 9380-RSBVS SUPT RENEWAL CONTRACT FOR 9380RSBV

DeviceNet Products 1792D-CB18JP MAXUM ROUND MEDIA 18MM BASE, PASSTHRU FOR DNET

RSI Software Products 9301-2SE3300ESU2 RSVIEW32 RUNTIME 150-1500 UPGRADE IN-SUPT (ES)

RSI Software Products 9358-EP10U1R UPGRADE: OUT-SUPT: RSBIZWARE EPROCEDURE 03 TO 10

Motion Control MPL-B4530K-SK22AA MOTOR,SERVO,8.36 NM,4000RPM,SINGL,460V

Motion Control 2090-XXLF-X330B AC LINE FILTER,ROXBURGH MIF330

GQPI2D101S2P 10.5" STN COLOR 24VDC WITH CE MARK GE LABEL

IC646MRA159 View 1500 Tag Runtime System

MTR-1N31-N-A-S-0 Replaced by MTR-1N31-I-N-A-S-0

QPM3D200B2P/B 6 inch Blue Monochrome Mini/ Blank Label/ 24VDC

PXIe-6544

PCL-850

POS-563

LMC-1 专业卡

PCDIO72B/120B/216B-P

W26361-W75-X-02

1492-PDLM2 Marking Strip

通讯处理器 6GK7443-1EX40-0XE0 CP443-1 高级以太网处理器，ISO，TCP/IP，UDP TCP，S7-通信

变送器 3RS10201DW10

1497-C-AXJK-0-N Control Circuit Transber

1585J-M8VBJM-1 RJ45 Ethernet Media

1761-NET-ENI MicroLogix and SLC Communication Adaptor

188-K3C080 Miniature Circuit Breaker 8 A

194L-E40-1756 40 A 194L Load Switch

2090-CPBM7DF-02AA15 15 m Length DIN Power and Brake Cable

2090-XXNFT-S03 Kinetix Drives 03m Standard Cable

BC647PSC200 Proficy Process Systems 2000 I/O with CIMPLICITY with Global Care

GC647PCM050 GlobalCare Complete for Proficy Change Management Server - 50 Concurrent Users

IC200MDL244 Input 240VAC isolated 8 point

IC646NUU000 HMI Functional Upgrade Transb Processing Fee

IC647MIEC MIE:Mitsubishi Melsec-A Ethernet

IC676CBLPBF050 IP67 Profibus Cordset - 5 Meters - Female Connector w/Leads

IC697MEM733RR Expansion RAM, 256K Bytes, CMOS, 32 Bit (Used w/78X CPUs)

IC800SSI104RD2 4.3 amp 115/230 VAC Devicenet S2K servo controller for MTR series motors

SoftLogix System

Industrial Computers 6182H-15TRH15D VVCE 1500, TOUCH, STD MEM, CNET, DC

Process Control 1757-DNBUPG35 DEVICENET LIC UPG 35 DNB

Operator Interface 2711-B5A14 PV550 MONO KEY&TOUCH, MBUS & RS232 PRINT

Support 9303-23S0E10R SUPPORT REINSTATEMENT CONTRACT FOR 9303-23S0E10

Support 9371-EJIC3S SUPT RENEWAL CONTRACT FOR 9371EJIC3

ControlNet Products 9230-IOLINXSDK I/OLINX DEVELOPER'S KIT FOR CONTROLNET & DEVICENET

RSI Software Products 9301-2SE2500DEU5 RSVIEW32 WORKS 5K-100K UPGRADE IN-SUPT (DE)

RSI Software Products 9358-BANT30U1 UPGRADE: IN-SUPT: RSBATCH ARCHIVER 03 TO 30

Motion Control MPL-A4520P-SK22AA MOTOR,SERVO,6.10 NM,5000RPM,SINGL,230V,6.8KG

Motion Control 2090-UXNPBMP-14S01 CABLE,460V,NON-FLEX,MOTOR POWER,MP,14 GAUGE,1M

CBL-3C-MP-10 Power Cable, MTR-3S43-G, MTR-3S45, MTR-3S46, & MTR-3S6x-G Series Servo Motors, 10 Ftl

IC641CTL904 CIMPLICITY Control Professional Offline Developer Kit

IC800SLM020N1XE25 200W, 115 VAC SL Servo Motor, Holding Brake, 2.5K Quad Encoder

OC647IPWRSTDVUNLMTM iPower Option - Std Unlmt I/O Dev

PXI-4072

W26361-W65-Z2-05-36

W26361-W107-Z2-02-36

DS-C501-300AC

FWMB-7851

PCB-K650-32.76

1492-MCBA3A0 100 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

1799ER-IQ10XOQ10 Embedded I/O 20 Point Combo

194E-FA32EX-P11-6 194E Load switch

2090-CFBM7DD-CEAF05 Kinetix 5m Flexible Cable

2090-U3BB-D44 Ultra 3000 Breakout Board

BC646MQPU01 Machine Edition View for Quick Panel 1 user Upgrade from QuickDesigner with Proficy GlobalCare Complete

GC647ARC025 GC Reporting Client 25 Pak

I5T/1 Proficy Process Systems Tuning Tools from ControlSoft for Single Loop

IC646APS30002 Csense Predictive Soft Sensor 2 KPI's

IC647IFPLDVUNLMTM iFIX Plus SCADA Unlimited Development (M4 Part)

IC660ERD020 Genius 24/48Vdc Source Electronics Module for Redundancy T Output Co nfiguration

IC697ACC804 I/O Cable (96 conductor) for IC697Vxxxxx modules. Ten feet long

IC756XDV010CS-925 DV-Draw Development on Solarisx86 Op Sys, Simplified Chinese v9.25

FlexLogix System 1794-TB3K CONFORMALLY COATED, TERMINAL BASE 3-WIRE

GuardPLC Systems

Process Control 1757-UPGSIFF UPGRADE HW TDC3000 DATA HIWAY QUICKBUILDER I/F

Operator Interface 2711P-K12C4B2 PV PLUS 1250, KEYPAD, RIO/DH, AC PS, EXT MEM

Support 6008-SQS1R SUPT REINSTATEMENT CONTRACT FOR 6008SQS1

Support 2711-ND3UR UPGRADE: OUT-SUPT: PB 1200/1200E TO PB ND3

Support F1785-L80C15SERE FIRMWARE UPGRADE FOR 1785-L80C15 PLC5 PROCESSOR MO

RSI Software Products 9301-2SE2350ESE RSVIEW32 WORKS 5K (SPANISH)

RSI Software Products 9701-VWSS250AJPE RSVIEW SE SERVER 250 DISPLAY (JAPANESE)

RSI Software Products 9399-WAB32CSDKPG RSLINX C SDK PROGRAMMER'S GUIDE

Motion Control 8720MC -B042-AA- 42 AMP B CHASSIS DRIVE, ENCLOSURE, LESS OPTIONS

BC646MPSS99 Logic Developer - PLC Standard Unlimited Seat Site License

IC300OCS300 OCS300 5.7" STN WITHOUT ETHERNET

IC752WTC552 Display Station 2000 Series - 15" active matrix XGA (1024x768) resistive touchscreen, AMD K6-2 350 Mhz, 128 MB RAM, 6 GB HD, expansion slots, Ethernet, with unlimited point count CIMPLICITY HMI R&D and Win NT

MTR-3T43-J-R-0-M-0 MTR series metric servo motor with resolver

PCI-6518

HSBC-386

PCA-6419V

p69-MDDE256LAUF

CONTEC PC-80486D(98)M

E7200-66530

1492-L4Q IEC Term Blck 6.1x105x35.7mm Spr Clp

1494C-DJX622-A4-B-D 200 A Flange Mtd Cable Switch

软启动器 3RW44273BC46

备品备件 6ES7 590-8AA00-0AA0 备件：S7-1500 PS/PM 供电模板连接头，内含 10 片

1585BX-M8UBBM-5 1585 Ethernet Media Patchcord

1747-L541 SLC 5/04 16K Controller

1791DS-IB8XOBV4 Guard I/O 16 Point Digital Comb Module

194E-A80-3753 80 A 194E Load switch

2071-AP0 Kinetix 3 220 VAC 50 Watts Servo Drive

2090-CSWM1DF-14AA01 Kinetix Cable Single DSL 2090-Series

20AC1P3A3AYNNNC0 PowerFlex 70 AC Drive 20A

GC646MDC300 Proficy GlobalCare Complete for Logic Developer - PC & View Development/Runtime 300 I/O

HE693DLL308 PCIF-30 Windows DLL, multi-license (8)

IC600WD005 Expansion Rack I/O Cable, 5 feet (1.5m)

IC647HSTESEO75KM eSignature Option for Historian - Enterprise Server 75000 Points (M4 Key)

IC655PWR501RR Power Supply, 12 Amp, 115/230Vac

IC694MDL646CA Conbal Coated Input module 24 VDC 16 point POS/NEG logic. 1msecond filtering.

IC756WDC009E-26 DV Dev Sys VB, Java, C++, Eng v2.6

MicroLogix 1500/1769 System 1764-RPLTB1 REMOVABLE TERMINAL BLOCK KIT (17 PT)

PLC-5/1771 System 1784-CP5 CABLE ASSY, 10FT/3.20M, 1784-KTK1 (15-PIN D-SHELL)

Distributed I/O 1797-TCAP CONTROLNET EX TAP (DUMMY) TERMINATOR (5 PIECES)

Communications D5000-6.6.1 PI DATA TALBE LIBRARY INSTALLATION & CONFIGURATION

Support 9321-L5160R SUPT REINSTATEMENT CONTRACT FOR 9321L5160

Support 9358-EP60S SUPT RENEWAL CONTRACT FOR 9358BEPNT60ENE

Support F1771-VHSCSERB FIRMWARE UPGRADE FOR 1771VHSC I/O MODULE

RSI Software Products 9324-RLD2U7PTE RSLOGIX 5000 MINI TO PRO UPGRADE, PORTUGUESE

RSI Software Products 9304-WVPD300DU2R UPGRADE: OUT-SUPT: WINVW 256 TO WINVW PRO DEV 3000

RSI Software Products 9358-PLTM2500U4R UPGRADE: OUT-SUPT: PLANTMETRICS 50 TO 100 WORKCELL

Motion Control 8720SM-063S5QAS4 63 KW/117.5 AMP, 750 VDC, MOTOR W/SNS60,+MPL

A06B-0033-B175#7008 B3/3000 Servo Motor, Holding Brake, 32K Serial Encoder

IC200TBX223 Tool box, 23 point, (IC200UAL006) 24VDC In/Relay Out, requires 120VAC Power, VersaMax SE (IC200SET001) with all software, cables (IC640VPS002)and manuals.

IC698PSA350 RX7i PLC Power Supply, 85 to 264 VAC at 47 to 63 Hz Input, 350 Watt output

MTR-1350-E-D-E-0RR Stepping Motor Nema34 Encoder

NI 9201

JUKI-745E

cPCI-6840V

BM-VP04

PCA-6187

pci-gpib IEEE 488.2

PROX1720L

1492-SPM3C100-N MCB Supplementary Protector 10 A

软启动器 3RW40472TB04

模拟量输出模块 ES7 232-4HB32-0XB0 SM 1232 AQ 2x14 位

150-SB2NBR SMC-50 SOLID STATE MOTOR CONTROLLER 110A

1734-PDN POINT I/O DeviceNet Interface Module

1783-MCF Stratix 8000 CompactFlash Spare Card

193-ESM-IG-30A-C55 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)

IC5005CAC0000 PanelClient 15 inch with No License

IC647HSTAE20000KM Alarm and Events Option for Historian - Standard Server 20,000,000 Points (M4 Key)

IC647SPR001 Scheduler Desktop Pro 1 user

IC693MDL733 12/24 Vdc Output, 0.5 Amp, Negative Logic (8 Points)

IC756HDV001K-98 DV Development - HP/UX Op Sys Addt'l User, Korean, Version 9.8

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

PLC-5/1771 System 1771-IMD INPUT MODULE, 220V AC, 16 INPUT

Distributed I/O 1791D-16V0 DNET 24 VDC COMPACTBLOCK I/O, 16 IN SOURCE, BASE

Communications 1784-PCM5 PLC-5/PCMCIA COMMUNICATION CABLE

Operator Interface 2706-P44C INVIEW MESSAGE DISPLAY. 1 OR 2 LINE

Support 9305-RSVADSJPR SUPT REINSTATEMENT CONTRACT FOR 9305RSVADSJP

Support 9515-RSEOL074S SUPT RENEWAL CONTRACT FOR 9515RSEOL074ENE

EtherNet/IP Products 2711-K10C20L1 PV1000 COLOR KEY, ENET & RS232 PRINT

RSI Software Products 9301-2SE3403ZHE RSVIEW32 RUNTIME 32K WITH RSLINX (CHINESE)

RSI Software Products 9356-PRO2200U2 UPGRADE: IN-SUPT: RSSQL STD.300 TO PROF.300 TAG