Substation-Asset-Management

Problem Description:

Substation Asset Maintenance includes various maintenance activities for various equipment classes such as Transformer, Reactors, Circuit Breaker, instrument Transformers, Surge Arrestors etc.
Maintenance activity for all these equipment's include carrying out various tests and checks for which procedures along with acceptable limits are documented.
Need is for creating an intelligent chatbot based on natural language processing which may aid in answering user queries pertaining to various maintenance activities.
Examples of such queries include steps to carry out a test, its probable values/ acceptable limits, actions to resolve any issue faced during maintenance.
The chatbot should have features for semantic processing of queries. It should also includes industrial standards and safety guidelines and test equipment to follow that activity.

Usage

• Navigate to this Webpage:

  https://gxk3s5m2td4bka4fdyjypy.streamlit.app/
  

The topics available at the moment are:

1. Standard Tests for Transformers.
2. Acceptable Limits for Reactors.
3. Safety Guidelines for Circuit Breakers.
4. Issue Resolution for Surge Arresters.
5. Resolving Abnormal Noise from Transformers.
6. Frequency of Dissolved Gas Analysis.
7. Safety Precautions for SF6 Gas Handling.
8. Common Tests for Instrument Transformers.
9. Troubleshooting Circuit Breaker Trips.
10. Maintenance Frequency for Lightning Arresters.