08: Industrie 4.0, Vorlesung, WS 2018/19, 07.12.2018

Autor

Torsten Kröger

Herausgeber

KIT | Webcast

Beteiligtes Institut

Institut für Anthropomatik und Robotik (IAR)

Genre

Vorlesung

Beschreibung

08 |
0:00:00 Start
0:02:11 OPC UA Server
0:03:33 Service Discovery and Session Initiation
0:04:43 UPC US Security
0:10:07 Setting Up Secure Sessions Between an OPC-UA Client and Server
0:11:21 OPC UA Message Formats
0:12:24 Transport Protocols
0:13:34 Sending Messages
0:15:59 Address Space Concept
0:17:42 Node Classes
0:22:47 Reading Device Data
0:25:09 OPC UA Software Layers
0:33:53 Data in Industry 4.0: Challenges & Opportunities
0:36:35 Data in Industry 4.0: Typical Data Flow
0:36:45 Fun Excursion: Smart Loos at LHR
0:38:06 What is Big Data?
0:39:32 Data Structures
0:40:00 Data Growth
0:40:16 Data Aggregation and Analytics
0:42:37 loT Devices
0:44:08 From Sensors to Decisions
0:44:44 Some Sources of Data in Industrial Processes
0:50:00 Challenges of Collecting Data
0:51:58 Differences from Traditional Data Analysis
0:55:41 Data Engineering vs. Data Analysis
1:00:18 Big Data vs. Business Intelligence
1:00:59 Data Analytics
1:07:33 Limits of Predictions
1:08:35 KDD Process
1:13:23 Characteristics of Structured Data
1:14:12 Basic Statistical Descriptions of Data
1:17:26 Measuring the Central Tendency
1:19:28 Symmetric vs. Skewed Data
1:20:45 Measuring the Dispersion of Data
1:24:02 Boxplot Analysis
1:25:28 Properties of Normal Distribution Curve
1:26:44 Graphic Displays of Basic Statistical Descriptions
1:28:04 Histogramm Analysis
1:28:13 Positively and Negatively Correlated Data
1:28:16 Data Visualization
1:28:25 Similarity and Dissimilarity
1:28:27 Data Quality
1:28:35 Noisy Data

Laufzeit (hh:mm:ss)

01:29:01

Serie

Industrie 4.0, Vorlesung, WS 2018/19

Publiziert am

10.12.2018

Fachgebiet

Informatik

Lizenz

KITopen-Lizenz