Data Wrangling and Manipulation
Learning Objectives
By the end of this lesson, you will be able to:
- Demonstrate data import and exploration using Python
- Demonstrate different data wrangling techniques and their significance
- Perform data manipulation in python using coercion, merging, concatenation, and joins
Data Wrangling and Manipulation
Learning Objectives
By the end of this lesson, you will be able to:
- Demonstrate data import and exploration using Python
- Demonstrate different data wrangling techniques and their significance
- Perform data manipulation in python using coercion, merging, concatenation, and joins
Control System Documentation
Types of Documentation
Descriptions and typical sketches are included for the following:
- Process Flow Diagrams (PFD)
- Piping and Instrument Diagrams (P&ID)
- Loop Numbering
- Instrument Lists
- Specification Forms
- Logic Diagrams
- Location Plans (Instrument Location Drawings)
- Installation Details
- Loop Diagrams
- Standards and Regulations
- Operating Instructions
Control System Documentation
Types of Documentation
Descriptions and typical sketches are included for the following:
- Process Flow Diagrams (PFD)
- Piping and Instrument Diagrams (P&ID)
- Loop Numbering
- Instrument Lists
- Specification Forms
- Logic Diagrams
- Location Plans (Instrument Location Drawings)
- Installation Details
- Loop Diagrams
- Standards and Regulations
- Operating Instructions
Control Instrumentation
Instrument index is a document containing list of instrument devices within a plant. Instrument index shall include tag number of all physical instruments (e.g. field instrument, physical alarm and indicator) and pseudo instrument which commonly named “soft tag” (e.g DCS indication, alarm, and controller).
Control Instrumentation
Instrument index is a document containing list of instrument devices within a plant. Instrument index shall include tag number of all physical instruments (e.g. field instrument, physical alarm and indicator) and pseudo instrument which commonly named “soft tag” (e.g DCS indication, alarm, and controller).
