Operational Data to Support AI Tool Development for ATC Loss Management and Grid Hosting Capacity in Nigeria DisCos

SECTION A: Respondent Information
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1. DisCo / Organisation:*

1. DisCo / Organisation:*

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2. Department:

2. Department:

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3. Position / Role:

3. Position / Role:

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4. Years of Experience:

4. Years of Experience:

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SECTION B: Washington Group Questions (WGQs) for Disability Identification
The following questions ask about difficulties you may have doing certain activities because of a HEALTH PROBLEM.
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5. Do you have difficulty seeing, even if wearing glasses?

5. Do you have difficulty seeing, even if wearing glasses?

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6. Do you have difficulty hearing, even if using a hearing aid?

6. Do you have difficulty hearing, even if using a hearing aid?

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7. Do you have difficulty walking or climbing steps?

7. Do you have difficulty walking or climbing steps?

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10. Using your usual language, do you have difficulty communicating (for example understanding or being understood by others)?

10. Using your usual language, do you have difficulty communicating (for example understanding or being understood by others)?

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11. For respondents who answered, "Some difficulty," "A lot of difficulty," or "Cannot do at all" to any question above: What type of assistive devices or support do you currently use? (Select all that apply)

11. For respondents who answered, "Some difficulty," "A lot of difficulty," or "Cannot do at all" to any question above: What type of assistive devices or support do you currently use? (Select all that apply)

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9. Do you have difficulty with self-care, such as washing all over or dressing?

9. Do you have difficulty with self-care, such as washing all over or dressing?

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SECTION C: Current Data Availability (ATC Loss Management)
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12. Which ATC-related operational data does your DisCo currently collect? (Check all that apply)

12. Which ATC-related operational data does your DisCo currently collect? (Check all that apply)

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13. How complete is your ATC-related data?

13. How complete is your ATC-related data?

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14. How frequently is ATC data updated?

14. How frequently is ATC data updated?

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15. Rate the reliability of meter data (smart or manual) for ATC analysis:

15. Rate the reliability of meter data (smart or manual) for ATC analysis:

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16. What are the main challenges affecting ATC data quality? (Check all that apply)

16. What are the main challenges affecting ATC data quality? (Check all that apply)

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SECTION C: Data Needs for AI Tool for ATC Loss Management
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17. Which critical data is missing for accurate ATC loss prediction? (Check all that apply)

17. Which critical data is missing for accurate ATC loss prediction? (Check all that apply)

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18. How accessible is ATC-related data to your team?

18. How accessible is ATC-related data to your team?

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19. Do you currently have systems that store ATC loss data? (Check all that apply)

19. Do you currently have systems that store ATC loss data? (Check all that apply)

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20. How well are these systems integrated for unified ATC analysis?

20. How well are these systems integrated for unified ATC analysis?

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SECTION D: Data Availability for Grid Hosting Capacity Assessment
Grid Hosting Capacity refers to the maximum amount of distributed energy resources (such as rooftop solar, mini-grids, and other DERs) that an electricity distribution network can accommodate without causing voltage problems, equipment overloads, power quality issues, or reliability risks. It represents the network’s ability to safely and efficiently integrate additional generation or load while maintaining operational stability.
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21. Which Grid Hosting Capacity GHC–related data do you currently collect? (Check all that apply)

21. Which Grid Hosting Capacity GHC–related data do you currently collect? (Check all that apply)

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22. How complete is this GHC-related data?

22. How complete is this GHC-related data?

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23. How frequently is GHC-related data updated?

23. How frequently is GHC-related data updated?

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24. Rate the quality of available GHC-relevant data:

24. Rate the quality of available GHC-relevant data:

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SECTION E: Data Needs for AI Tool on Grid Hosting Capacity
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25. Which additional data do you think is/are needed for accurate GHC modelling? (Check all that apply)

25. Which additional data do you think is/are needed for accurate GHC modelling? (Check all that apply)

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26. How accessible is GHC-related data across departments?

26. How accessible is GHC-related data across departments?

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27. How consistent are grid/network maps across departments?

27. How consistent are grid/network maps across departments?

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28. Which major barriers limit GHC data collection in your organisation? (Check all that apply)

28. Which major barriers limit GHC data collection in your organisation? (Check all that apply)

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SECTION F: ICT Infrastructure & Systems Readiness
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29. How would you rate your organisation’s ICT readiness to support AI tools?

29. How would you rate your organisation’s ICT readiness to support AI tools?

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30. Which digital infrastructure gaps exist in your organisation? (Check all that apply)

30. Which digital infrastructure gaps exist in your organisation? (Check all that apply)

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SECTION G: Staff Capacity & Data Skills
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31. Rate your staff competency in managing ATC-related data:

31. Rate your staff competency in managing ATC-related data:

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32. Rate staff competency in managing Grid Hosting Capacity data:

32. Rate staff competency in managing Grid Hosting Capacity data:

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33. Which data skills are mostly lacking in your organisation? (Check all that apply)

33. Which data skills are mostly lacking in your organisation? (Check all that apply)

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34. How often do staff receive training on digital or data tools?

34. How often do staff receive training on digital or data tools?

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SECTION H: Policy, Governance & Inter-Department Coordination
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35. How strong are current data governance and standardization policies?

35. How strong are current data governance and standardization policies?

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36. What institutional barriers affect operational data availability for developing AI tools? (Check all that apply)

36. What institutional barriers affect operational data availability for developing AI tools? (Check all that apply)

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THE END
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Thank you for your valuable contribution!

For any questions about this survey, please contact:

info@neat-hub.abu.edu.ng

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