西门子6ES7141-3BF00-0XA0 减速箱
工业数据采集类型
互联网的数据主要来自于互联网用户和服务器等网络设备，主要是大量的文本数据、社交数据以及多媒体数据等，而工业数据主要来源于机器设备数据、工业信息化数据和产业链相关数据。
从数据采集的类型上看，不仅要涵盖基础的数据，还将逐步包括半结构化的用户行为数据，网状的社交关系数据，文本或音频类型的用户意见和反馈数据，设备和传感器采集的周期性数据，网络爬虫获取的互联网数据，以及未来越来越多有潜在意义的各类数据。主要包括以下几种：
海量的Key-Value数据
在传感器技术飞速发展的，包括光电、热敏、气敏、力敏、磁敏、声敏、湿敏等不同类别的工业传感器在现场得到了大量应用，而且很多时候机器设备的数据大概要到ms的精度才能分析海量的工业数据，因此，这部分数据的特点是每条数据内容很少，但是频率
数据采集的方法
传统的数据采集方法包括人工录入、调查问卷、随访等方式，大数据时代到来后，一个的变化是数据采集的方法有了质的飞跃，下面所介绍的数据采集方式的突破直接改变着大数据应用的场景。
1、传感器
传感器是一种检测装置，能感受到被测量的信息，并能将检测感受到的信息，按规律变换成为电信号或其他所需形式的信息输出，以满足信息的传输、处理、存储、显示、记录和控制等要求。在生产车间中一般存在许多的传感节点，24小时监控着整个生产过程，当发现异常时可迅速反馈至上位机，可以算得上是数据采集的感官接受系统，属于数据采集的底层环节。
传感器在采集数据的过程中主要特性是其输入与输出的关系。
其静态特性反映了传感器在被测量各个值处于稳定状态时的输入和输出关系，这意味着当输入为常量，或变化慢时，这一关系就称为静态特性。我们总是希望传感器的输入与输出成唯一的对照关系，好是线性关系。
KEYENCE GV-H1000 Laser Sensor tested
KEYENCE GV-H1000 Laser Sensor tested
KEYENCE GV-21P Laser Sensor tested #792739
KEYENCE GV-21P Laser Sensor tested
KEYENCE GV-21P Laser Sensor tested
KEYENCE GV-21+GV-H45 #FY03
KEYENCE GT2-H12 Sensor Probe Head Tested
Keyence expansion modules and handwritten KZ-A500 + KV-D30
Keyence Expansion Module NR-TH08 Tested #6196181
Keyence Expansion Module NR-TH08 Tested
Keyence Expansion Module NR-TH08 Tested
Keyence DT-500 Data Storage Terminal Tested
Keyence Digital microscope Fiber Camera Head W/ VH-200 200X Fixed Lens
Keyence CV-751 Operator Interface Panel Tested
Keyence CV-5701 CV-5701 with CA-DC20E tested
KEYENCE CV-550 #813292
KEYENCE CV-550
KEYENCE CV-550
KEYENCE CV-5000 Imaging System Tested
KEYENCE CV-5000 #ZL02
KEYENCE CV-5000 #3551783
KEYENCE CV-5000
KEYENCE CV-5000
Keyence CV-500 CV500 Vision System Tested
Keyence CV-3000 CA-DC100 KV-40DT CA-U2 PCON-G-42PI-NP-2-0 #XH01
Keyence CV-2000 Machine Vision Controller Tested #8399667
Keyence CV-2000 Machine Vision Controller Tested
Keyence CV-2000 Machine Vision Controller
KEYENCE CV-050 VISION SYSTEM
KEYENCE CV-035M Vision Lens 90 days warranty
Keyence CV-035C High Speed Digital Camera Tested
KEYENCE CV-025 ( CV025 ) Machine Vision CCD Camera Module
KEYENCE CV-020 CCD CAMERA Tested
KEYENCE CORP LASER DISPLACEMENT METER LC-2001 EXCELLENT CH
KEYENCE CORP ConTROL MODULE HC-5 BY
Keyence Control Unit NR-600 Tested #3305398
Keyence Control Unit NR-600 Tested
Keyence Control Unit NR-600 Tested
KEYENCE Color CCD Camera CV-200C Tested
Keyence Color CCD Camera CV-200C In Good Condition Tested
KEYENCE CCD Industrial Camera CV-H500M Tested
KEYENCE CCD Industrial camera CV-200M
KEYENCE CCD Industrial camera CV-200M
KEYENCE CCD Industrial camera CV-200M
KEYENCE CCD CV-H500M Industrial Camera 90 days warranty
KEYENCE CCD Camera CV-200C
KEYENCE AT2-301 AT2-53 tested #ZL02
keyence at2-301 at2-53 tested #2541669
KEYENCE AT2-301 AT2-53 tested
KEYENCE AT2-301 AT2-53 tested
KEYENCE AT2-301 AT2-53 tested
KEYENCE AT-204 SENSOR AMPLIFIER UNIT CU
Keyence AS-440-SO Sensor Controller Tested #6955217
Keyence AS-440-SO Sensor Controller Tested
Keyence AS-440-SO Sensor Controller Tested
Keyence AS-440-SO Sensor Controller Tested
KEYENCE 6ES7 314-1AG13-0AB0 PLC Module Tested
Keyence 24V SJ-M100 Static Eliminator with SJ-M010 6KV
Good Keyence Displacement meter controller LT-9500 #EQV2
Good Keyence Displacement meter controller LT-9500 #EQV1
FUJI AD-11B-EPV 3C ANALOG-TO-DIGITAL ConVERTER GF
for KEYENCE LT-9030M LT9030M Laser Displacement Sensor Free Shipping
for KEYENCE LS-3060(LS-3060R+LS-3060T)
CV-200M KEYENCE CCD Industrial camera In Good Condition
CV-200C Keyence Color CCD Camera In Good Condition Tested #ZL02
CV-200C Keyence Color CCD Camera In Good Condition Tested
Automation System KV-L20V KVL20V PLC Module 1PC KEYENCE #3540928
Automation System Industry SL-R12EXG + SL-R11G 1PC KEYENCE PLC Module
1pc MT-250 KEYENCE HMI
1pc Matsushita Electric K0041-F41BL
1pc Keyence touchscreen VT-5MW
1pc Keyence touchscreen RJ-800
1pc Keyence touch screen VT2-7SB
1pc KEYENCE Static Elimination drive J-H060
1pc Keyence plc SJ-F030 SJ-F300
1pc Keyence plc KV-N14DT
1pc Keyence original touch screen VT3-Q5MW
1PC Keyence NR-ST04 Module In Good Condition
1pc Keyence MT-450 Tested 3M Warranty
1pc Keyence LK-3100 LK-010
1pc Keyence LK-2001 LK-031 Laser Displacement Sensor
1pc Keyence KV-H40S
1pc Keyence KV-1000
1pc KEYENCE FD-A600 FD-V40A
1pc Keyence eddy current displacement sensor EX-205
1pc KEYENCE controller UD-300
1pc KEYENCE controller LK-G3000P
1 SET KEYENCE SL-V16HM-T,SL-V16HM-R, SL-U2,SL-T11R SAFTEY LIGHT CURTIAN,EE
1 PC Keyence PLC Module KZ-AN6
1 PC Keyence LS-7000 High Accuracy CCD Micrometer
1 Pc Keyence KV-40DR
TOYOPUC 128URT3H TXU-5067 Module
Touch Screen HITECH HMI PWS6600T-S 320X240 5.7 inch 2 COM in box
TOUCH PANEL VT3-Q5S KEYENCE
TOTAL ConTROL OPERATOR INTERFACE
Toshiba Current Transducer XCHS-1300NZ 9805751 FM2-1 0-5A 4-20ADC
The laser barcode reader KEYENCE Keyence BL-500
The KEYENCE GV-H450
Tested Keyence BL-701 High Speed Industrial Laser Barcode Reader Module Sensor
Tektronix P6021 Ac Current Probe
Tektronix P5205 High Voltage Differential Probe tested (With accessories)
TECO Electric JNTHBCBA0010-BE-U Motor Rating 10HP/7.5Kw
SYSTEM 1PC CV-020 PLC Module KEYENCE Automation System VISION CCD CAMERA
Sunx Safety Light Curtain Receiver Type 4 SF4B-H Series SF4B-H16 D
Sunx Safety Light Curtain Receiver Type 4 SF4B-H Series
Sunx Safety Light Curtain Emitter Type 4 SF4B-H Series
Sulzer SPS 112 061 A SPS 112061A
SL-R11 Keyence Relay Interface w/ SL-U2 Power Supply & SR-R12EX Extension
SL-C40F Keyence SL-C40F-R Receiver & SL-C40F-T Transmitter Safety Curtain **Fre
SJ-B120 Keyence Static Eliminator SJ B120
SIEMENS 6GK7 342-5DA01-0XE0 CP342-5 PLC PROFIBUS SIMATIC PROCESSOR
SIEMENS 6ES7 350-2AH00-0AE0 FM350-2 PLC COUNTER MODULE
SIEMENS 6AV66470AF113AX0 PANELVIEW
Set of Keyence SL-C48HM-T/SL-C-48HM-R Light Curtain Transmitter/Receiver 24 VDC
Sensor Keyence 1PC PLC Module BL-601 Laser Barcode Reader BL601 Brand
Schneider/Modicon PLC Module TSXAEY414 In Box !
RX-396, KEYENCE CV-751 OPERATOR INTERFACE PANEL
Rofin Sinar Water Sensor System Keyence LV-H300 Keyence LV-51MP
Rewind Board Assy 55025 Rev D pull Weber 5300 Dual Label Printer Applicator
recognition IV-500MA image sensor probe KEYENCE 60 days warranty
Polwat PWS 25 4/1 Power Supply
pneumatic tapping machine arm and quick/rapid change tapping collet M3-M12 44mm
PM150-19B Coherent Laser Measurement assembly pull from SY-9702H EO Technics
PLCKV-N20V Keyence 60 days warranty
PLC VT3V7 HMI Touch screen 1PC Touchscreen VT3-V7 Graphic Panel KEYENCE
PLC Module Touchscreen 1PC KEYENCE VT2-5TB HMI Automation System #7606608
PLC Module KEYENCE Automation System Touchscreen VT2-5TB HMI 1PC #5364704
PLC Module F2-08DA-2 KOYO 90 days warranty
PLC Module F2-08AD-2 KOYO 90 days warranty
PLC Module CCD CAMERA VISION CV-020 KEYENCE 1PC Automation System #562080
PLC Keyence KV-DN20