08: Industrie 4.0, Vorlesung, WS 2018/19, 07.12.2018
Autor
Herausgeber
Beteiligtes Institut
Institut für Anthropomatik und Robotik (IAR)
Genre
Beschreibung
- 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
Lizenz
| Auflösung | 1280 x 720 Pixel |
| Seitenverhältnis | 16:9 |
| Audiobitrate | 128000 bps |
| Audio Kanäle | 2 |
| Audio Codec | aac |
| Audio Abtastrate | 48000 Hz |
| Gesamtbitrate | 934094 bps |
| Farbraum | yuv420p |
| Container | mov,mp4,m4a,3gp,3g2,mj2 |
| Medientyp | video/mp4 |
| Dauer | 5341 s |
| Dateiname | DIVA-2018-952_hd.mp4 |
| Dateigröße | 623.598.460 byte |
| Bildwiederholfrequenz | 25 |
| Videobitrate | 799995 bps |
| Video Codec | h264 |
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