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HK50A-5

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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。
 

Industrial Computers 6182H-12BRH4D VVCE 1250, KEY/TOUCH, STD MEM, ENET, DC

Application-specific products 1403-CF000 2 X 25 CM F LINK FOR POWERMONITOR

Operator Interface D6190-6.5.33 CONTROLVIEW DYNAMIC DATA EXCHANGE SERVER USER MNL.

Support 9302-CV3R SUPT REINSTATEMENT CONTRACT FOR 9302CV3

Support 2711-ND3S SUPT RENEWAL CONTRACT FOR 2711ND3

ControlNet Products 1786-TCT2BD1 CONTROLNET TNC IP67 T-TAP/BNC STRAIGHT

RSI Software Products 9301-2SE240ZHU2R RSVIEW32 WORKS 300-32K UPGRADE OUT-SUPT (ZH)

RSI Software Products 9358-PBEBNT60ENE RSBATCH NT & EPROCEDURE BNDLE PROCESLGIX 60 UNITS

RSI Software Products 9399-L2MAN PLC2 A.I. SERIES MANUAL INCLUDES ADDENDUM

Motion Control 2098-IPD-HV050-DN HIGH VOLTAGE DRIVE, 11A/22A, ULTRA5000 DEVICENET

BC646MDA075 View Development /Runtime 75 I/O

IC300DQT935 32 DC Inputs / 40 DC Outputs with Relay pack and Cables, 24VDC Sink or source in , and Relay Pack, isloated up to 5 amps per points

IC752PWS000 Mature. Datapanel 320T Power Supply

MTR-3S65-H-R-0-E-S MTR series servo motor with resolver and shaft seal

PCI-5406

RUBY-9719VGA

EPIA-ML8000AG

EOS VLT100-4000

NX-Y32T

PCI-8134

1492-JKD3 2.5 mm Knife Disconnect Terminal Block

1492-WM4-BL IEC Term Blck 8x47.6x41mm Screw

软启动器 3RW44233BC34

紧凑型信号模块 6ES7 521-1BH10-0AA0 DI 16：数字量输入模块，DI 16x 24VDC BA, 25mm 模块，含前连接器

1585-C4EB-S600 Ethernet Cable Spool PVC Red 600m

1746-OA16 SLC 16 Point Output Module

1788-EN2FFR 1788 Red ENet/IP to FF Linking Device

193S-EETD E1 Plus 9-45 Amp IEC Overload Relay

20-PP01065 POWER CABLE CONN S, FRAME 9

2090-CSBM1DF-14AF30 Kinetix Cable Single DSL 2090-Series

20AC030A0NYNANC0 PowerFlex 70 AC Drive 30 A at 15 kW 20A

GC-8456-SW-CF MTL8000 Configurator Software (Software only)

GQPI31200E2P 9 inch Monochrome EL/ GE Fanuc Label/ 110VAC/ No Agency Approvals

IC600DB700RR Data Processor Control Module (DPU)

IC647HSTCSEO50KM eSignature Option for Historian - Enterprise Corporate Server 50000 Points (M4 Key)

IC647WFLWTR Proficy Workflow - Water Operations Templates

IC694ALG232 RX3i Efficiency 16-Channel Advanced Analog Voltage Input module provides 16 single-ended or 8 differential input channels. 0 to 10 V (unipolar), -10 to +10V (bipolar) with 16 bit resolution. Advanced diagnostics. Requires Proficy? Machine Edition Log

IC756RRT000 DataViews Runtime for Unix

MicroLogix 1200 System 1762-OW8 8 POINT VAC/VDC RELAY OUTPUT MODULE

PLC-5/1771 System 1771-QB LINEAR HYDRAULIC POSITIONING MODULE

Distributed I/O 1794-OB8 24 VDC OUTPUT 8 POINTS

Communications 9399-INTVMSUG INTERCHANGE FOR OPEN VMS USER GUIDE

Support 6200-AGA7R SUPT REINSTATEMENT CONTRACT FOR 6200AGA7

Support 9358-BIZDME2R SUPT REINSTATEMENT CONTRACT FOR 9358BIZDME2

Support F1771-ASBSERE FIRMWARE UPGRADE FOR 1771-ASB I/O MODULE

RSI Software Products 9324-RL53U7ENR RSLOGIX 5 STD TO PRO UPGRADE, EXP SUP >90D

RSI Software Products 9301-2SE350FRU2R RSVIEW32 RUNTIME 1500-100K UPGRADE OUT-SUPT (FR)

RSI Software Products 9358-HSTS2400U1R UPGRADE: OUT-SUPT: HISTORIAN 150 TO 32K TAG

Motion Control 8720SM-007S1CAS3 SPARE PART ONLY - GMS ITEM

78004660 Target Digital I/O Expansion Card, 16 inputs/16 outputs

IC200MDD848 MIXED OUTPUT 120VAC 0.5A PER PT ISOLATED 8PT / INPUT 120VAC GRP 8PT

IC697ACC900 Fiber Optic Cable for Reflective Memory module (IC697VRM015). Five feet long

MTR-1235-0-D-E-0RR Stepping Motor Nema23 Double Shaft

DAQCard-DIO-24

PCM-3362

OPT 8B 多串口盒

Decklink Intensity Pro 4k

IPC-619MB/PCA-6010VG

TS-M751-11310

APC-3321A

1492-SPM3B030 MCB Supplementary Protector 3 A

软启动器 3RW40241TB04

电机启动器 3VU16402CN00

150-F43NBDD SMC Flex Smart Motor Controller

1734-ACNR POINT I/O ControlNet Network Adaptor

1783-BMS06SA Stratix 5700 6 Port Managed Switch

193-EF2BKN EF 400 Amp Overload Relay

20-750-BUS4-F9 PF755 FR9,IP00,400/480 VAC IN,DC BUS

2090-CPWM7DF-10AA90 MP-Series 90m Servo Power Cable

2097-V33PR6 Kinetix 300 Servo Drive

ET-GT-5ES-5SC 3 RJ45 Ports, 2 Singlemode Fiber Port Ethernet Switch

GFK-2057 VMIC - Analog Output User's Manual - IC697VAL304/314/324/308/318/328

IC220MDL661 INPUT, 24VDC NEGATIVE LOGIC, 2PT (REQUIRES 1 IC220TBK082)

IC647DMC010 DataMart 10 Reporting Clients

IC647RAMC RAM:Reliance Electric Auto-Max

IC693MDL260 32 Point 120VAC Input Module. Requires terminal block IC694TBxx32.

IC756CDV001J-99 DV Development - Compaq True64 Op Sys Addt'l User, Japanese, Version 9 .9

MSI-PROD-100-43 Product Mang Clients 100 Pack-43

PLC-5/1771 System 1771-DBMEM1 1771-DB/B EEPROM MEMORY MODULE - 8 K BYTES

Distributed I/O 1790-0B16X LDX I/O, 24VDC, 16 SOURCE OUT EXPANSION, D-SHELL

Communications 1786-CP CONTROLNET PROGRAMMING CABLE

Operator Interface 2711E-NK5 KEYPAD REPLACEMENT KIT FOR PANELVIEW 1400E

Support 9304-WVR256S SUPT RENEWAL CONTRACT FOR 9304WVR256

Support 9324-RLD300DER SUPT REINSTATEMENT CONTRACT FOR 9324RLD300DE

DeviceNet Products 2711-K10C10L1 PV1000 COLOR KEY, DNET & RS232 PRINT

RSI Software Products 9301-2SE3400DEU3 RSVIEW32 RUNTIME 150-32K UPGRADE IN-SUPT (DE)

RSI Software Products 9371-EHYD3 RSWIRE HYDRAULIC LIBRARY

Motion Control MPF-A430H-SJ24BA MOTOR,SERVO,FDGRADE,6.55NM,3500RPM,SINGL,BRK

2024-230 Greyline OS, 2 Line, (20) 5MM Chars, LCD, Quick Connect, 230 VAC. NEMA 4

HE693THM449 4 ch. J, K, N, T, E, R, S, 0.5 癈 resolution, 癈/癋 units, open circuit alarms

IC670MDL742 5/12/24Vdc Neg. Logic Output, 16 point

QPJ-DEM-L02 QUICKPANEL JR. DEMO 5" LCD

STXPBS116 STXi Profibus with relay output, 16 points, isolated, expandable to 8 additional modules.

VXI-USB

DAC-7112DG

W26361-W11-X-02

宇泰UTEK UT-758

HSC-1812CLD2NA

CORONA2 7030-0103

1492-SPM1B130-N MCB Supplementary Protector 13 A

直流电源 6EP1331-2BA00 120/230VAC 输入，24VDC/2A 输出

6ES72411CH301XB0

1497D-A13-M10-0-N 2000VA 240x480-120x240V 60Hz GPT

1606-XLSCAP24-12 XLS Buffer Module

1769-L30ER-NSE CompactLogix 1 MB No Cap Controller

190E-ANEJ2-CB25X 1.6-2.5 A Economy Starter W/Ckt-Bkr

194R-J60-1753S-PYS1 194R Disconnect Switch

2090-CPBM7DF-14AF25 MP-Series 25m Continuous-Flex Cable

2090-XXNPT-16S25 TL-Series 25 m Length Power Cable

CBL-3T-RD-20 Resolver cable for MTR-3T series servo motors. 20 feet

GF-0913R Connecting FlashCable to Daytronic, Edmunds Accu-Setter, Toledo Microt rol.

IC200UAR028 28 point PLC,(16) 120VAC In, (12) Relay Out (2 at 10 amp and 10 at 2 a mp) 120V/240AC Power Supply. Battery (IC200ACC403) is required for dat a retention. Battery not included.

IC646TDV935 35,000 I/O Point Development System

IC647NXV001 Proficy Tracker Order Execution Management Web Viewer

IC693ALG223RR Analog Input, Current, 16 Single Channels

IC752DEM000RR Datapanel Demo Kit A

IC800VMM20MNKSE25 2 kW VersaMotion medium inertia servo motor (9.55 Nm)

SLC/1746 System 8100-HS110 ODS SOFTWARE FOR IMC110

Industrial Computers 6189V-SLCOMBO CD DRIVE WRITEABLE DVDROM (SLIM).

Application-specific products 1404-CAL CALIBRATION SERVICE FOR THE POWERMONITOR 3000

Operator Interface 2711-K6C8 PV600 COLOR KEY, DH+ & RS232 PRINT

Support 9301-2SE2500S SUPT RENEWAL CONTRACT FOR 93012SE2500

Support 9380-RSBAR10000R SUPT REINSTATEMENT CONTRACT FOR 9380RSBAR10000

DeviceNet Products 1734-VHSC24 24 VDC VERY HIGH SPEED COUNTER WITH SOURCE OUTPUTS

RSI Software Products 9301-2SE3200ESU1 RSVIEW32 RUNTIME 150-300 UPGRADE IN-SUPT (ES)

RSI Software Products 9358-BPC60U2R UPGRADE: OUT-SUPT: RSBIZWARE PC PHASES 10 TO 60

Motion Control MPL-B430P-RK24AA MOTOR,SERVO,6.55 NM,5000RPM,RSLVR,460V,BRK

Motion Control 2090-SCEP8-0 SERCOS FBR CABL,CONN,ENCLOSURE ONLY PLASTIC,8.0M

GFK-1192 Series 90-70 System Manual

IC646MDD150 Logic Developer PC (HRT)150 Tag Runtime & Development System

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

QPI-DVN-202 Communication Module for 7 inch/ 9 inch/ 10 inch & 12 inch: DeviceNet Slave

PXIe-4302

PCI-1751

PPT Vision 411-0144

W26361-W108-Z2-02-36

10001x100

ACS-1014

1492-PD3113 310 A Power Distribution Block

中央机架 6ES7403-1JA01-0AA0 ER2 机架，9 槽，只能插信号模板

变送器 3RS17051FW00

TIA 博途数字化选件 6ES7823-0BA00-1BA0 SIMATIC OPC UA S7-1500 small ( ET 200SP to CPU-1513(F) )

1585J-M8PBJM-6 RJ45 Ethernet Media

1760-MM3 PicoGFX Memory Module

188-K2D250 Miniature Circuit Breaker 25 A

194L-E12-3503 12A 194L Load Switch

2090-CNSSPSS-AA25 Kinetix 6000M network cable

2090-XXLF-TC350 Kinetix Drives Line Filter

BC647OEM0200 OEM Edge Program - CIMPLICITY (Approval Required)

GC647IPWRTS1CLN iPower Option - TS per Client Globalcare Complete part

IC200ERM002 EXPANSION RECEIVER NON-ISOLATED

IC646NGT000 Omron TCP/IP Communications

IC647IPCM IPC:Honeywell IPC 620

IC670MDL644 24VDC Pos./Neg. Logic Fast Input, 16 Point, Grouped

IC697MDL350 120 Vac Output, 0.5 Amp (32 Points)

IC800SLCIZ030 Interface cable to connect any 30 Watt to 750 Watt SL series amplifier to terminal block. 3 meters

ControlLogix/1756 System 1756-PA72 85-265 VAC POWER SUPPLY (5V @ 10 AMP)

Industrial Computers 6182H-12TEH4D VVCE 1250, TOUCH, EXT MEM, ENET, DC

Process Control 1757-PFBUPG001 PROFIBUS LIC UPG 1 IOM

Operator Interface 2711P-RW1 PV PLUS INTERNAL CF W/ OS & ME, 32 MB

Support 9357-DNETMDU3R SUPT REINSTATEMENT CONTRACT FOR 9357DNETMDU3E

Support 9363-MAILMANS SUPT RENEWAL CONTRACT FOR 9363MAILMAN

ControlNet Products 1734-IJ 5 VDC INCREMENTAL ENCODER MODULE

RSI Software Products 9301-2SE2403PTE RSVIEW32 WORKS 32K WITH RSLINX (PORTUGESE)

RSI Software Products 9358-B10U1R UPGRADE: OUT-SUPT: RSBIZWARE BATCH 03 TO 10

Motion Control MPL-A430H-MK22AA MOTOR,SERVO,6.55 NM,3500RPM,MULTI,230V,6.4KG

Motion Control 2090-UXNFBY-S01 CABLE,ULGRF50ON-FLEX,MOTOR FEEDBACK,Y,1M

CBL-14-ED-10 Encoder Cable, MTR-1235, 13xx, 14xx & 1N Series Splashproof Stepping Motors to IMC-D or S2K, 10 Ft.

IC610MDL115RR Fast Response I/O Module (4 In/2 Out)

IC800SLA1002 1000W, 230 VAC SL Servo Amplifier

OC647IFGLBLCLN020M-51 iFIX WebSpace Client v5.1 - Additional 20 Users

PXI-2545

W26361-W10-X-02

SIMB-A21

YM-2751B

G45FMDHA32DB 971-0302

TDK DSP PCI BOARD

1492-MCAA225 25 A UL489 Miniature Circuit Breaker

1494U-LC100 1494U 100A Copper Lugs

软启动器 3RW44552BC36

Safety Advanced V14 6ES7833-1FA14-0YY5 Upgr. DS V5.4->Safety Adv. V14 SP1 SW DL

1585D-M4UBDM-50 Ethernet Media M12 Patchord

1756-IT6I2 ControlLogix 6 Pt Enhanced TC In Module

1797-PS1E FlexEx Power Supply

194E-E63-1753 63 A 194E Load switch

2090-CFBM6DD-CCAA05 TL-Series 5m Feedback Cable

2090-SCEP0-3 Kinetix 0.3-0.3m Fiber Optic Cable

BC646MDA700 View Development/Runtime 700 I/O with Proficy GlobalCare Complete

GC647ADC002 GC Dashboard Client 2 Pak

HMI-CAB-C51 CABLE PLC-5 KF2

IC641SWP061 Series 90 PCM Development Software (PCOP)

IC647IFCLNTSRO005C iFIX iClientTS Read Only 5 PK (M1Component Part)

IC660EBA106 Electronic Assembly for IC660BBA106

IC695PSD040 RX3i 24VDC power supply, 40 watts.

IC756WRE099E-23 DataViews Runtime for Windows 50-99, Per User, English, Version 2.3

FlexLogix System 1794-OA8K CONFORMAL COATED, 85-132V AC OUTPUT MODULE, 16 PT

PLC-5/1771 System D1785-6.5.14 CONTROLNET PLC5 PROG. CONT. USER MANUAL

Process Control 1757-PLXSIFS PLX BRISTOL BABCOCK RTU QUICKBUILDER INTERFACE

Operator Interface 2711P-K10C15D1 PV PLUS 1000, KEYPAD, CNET, DC PS, STD MEM

Support 9310-WE5200S SUPT RENEWAL CONTRACT FOR 9310WE5200

Support 2706-ND1R SUPT REINSTATEMENT CONTRACT FOR 2706ND1

Support F1785-L40C15SERD FIRMWARE UPGRADE FOR 1785-L40C15 PLC5 PROCESSOR MO

RSI Software Products 9301-2SE2300PTU2 RSVIEW32 WORKS 150-1500 UPGRADE IN-SUPT (PT)

RSI Software Products 9701-VWSCRAJPE RSVIEW SE VIEW CLIENT (JAPANESE)

RSI Software Products 9399-PWRGR RSPOWER GETTING RESULTS GUIDE

Motion Control 2098-DSD-HV220-SE HIGH VOLTAGE DRIVE, 47A/94A, ULTRA3000 W/SERCOS

BC646MDC159 Logic Developer - PC & View Development/Runtime I/O

IC300MIX963 emperature Controller I/O Board. 4 temperature inputs (RTD/Thermocouple) selectable ch-by-ch, 2 channels Analog Outputs, current (4-20mA), 2 Relay Outputs (250vac, 30vdc, 5.0A), 2 DC Outputs (5/12/24vdc, 0.5A neg logic with ESCP).

IC752SKT006 Mature, order QuickPanel instead. DataPanel 320T CB Starter Kit: Includes Datapanel 320T Passive Color Base (CBT050), download & communication cables, WinCfg, user & programming manuals

MTR-3S88-G-R-B-E-SRR Servo Motor 24V Brake, Seal

PCI-6036E

NBP14111

6456-133-48M

DMC1000B

ROCKY-4782EV-1.1

HSL-TB64-DIN

1492-L16 IEC Term Blck 10x73.5x43.5mm Spr Clp

1492-XIM2024-16RF Connection Products

软启动器 3RW44243BC35

通信模块 6GK7 542-1AX00-0XE0 CM 1542-1；RJ45，PROFINET 通讯模块

1585-C8EB-S300 Cable Spool Ethernet Media

1746-P2 SLC Rack Mounting Power Supply

1790-8BV8BX CompactBlock LDX 16 Expansion Block

194E-A100-1753-6N 100 A 194E Load switch

20-PP10008 WIRE HARNESS,LARGE,FR10,PF700H,PF700S

2090-CSBM1DF-18AA13 Kinetix Cable Single DSL 2090-Series

20AC037A3AYNAEC0 PowerFlex 70 AC Drive 20A

GC-8588-SW-FT Fault Tolerant Ethernet Application for Redundant Host Computers

HE300IBS100 Interbus-S interface board for AF300E$ drives.

IC600KD530RR Standard OIT, Amber, Ver31

IC647HSTES2000KM Historian Enterprise Server 2,000,000 Points (M4 Key)