pandapower

Name: pandapower
Author: Power-Agent

56stars12forks

How to install pandapower?

power-agent/powerskills/pandapower

$npx -y skills add Power-Agent/PowerSkills --skill pandapower

Installs into the current project.

Summary

Progressive-disclosure workflow for pandapower power-system studies. Use whenever the user wants to load, build, or inspect a pandapower network, run AC power flow, check bus voltages or line and transformer loading, or screen N-1 contingencies — even when they just say "run a lo

Files · 1

View on GitHub

SKILL.md

1	# pandapower workflow
2
3	Start with the network model and a clean base-case solve. Use contingency analysis only after the steady-state case is credible.
4
5	## Default tool ladder
6	1. `load_network(file_path)` or `create_empty_network()`
7	2. `get_network_info()` to inspect buses, lines, transformers, generators, loads, and switches.
8	3. `run_power_flow(...)` to establish the base operating point.
9	4. `run_contingency_analysis(...)` only after the base case solves and the monitoring limits are clear.
10
11	## Working rules
12	- Do not run contingencies before checking the base-case voltages and loading.
13	- Use pandapower for AC feasibility and fast screening, then escalate only when the question requires more.
14
15	## Escalation triggers
16	Map what the solve reports to the mitigation skill that handles it, and quote the numbers that tripped it (bus + vm_pu, element + loading %) rather than saying "violations exist".
17
18	\| Observation \| Escalate to \|
19	\|---\|---\|
20	\| `res_bus.vm_pu` < 0.95 or > 1.05 \| `voltage-violation-mitigation` \|
21	\| `res_line` / `res_trafo` `loading_percent` > 100 \| `thermal-overload-mitigation` \|
22	\| `run_contingency_analysis` flags any N-1 violation or islanding \| `contingency-mitigation` \|
23	\| `run_power_flow` fails to converge \| `convergence-failure-mitigation` \|
24	\| The study is DER (PV, storage) integration on a distribution network \| `der-hosting-capacity-mitigation` \|
25
26	## Local assets in this skill
27	- `case39.json` — a ready test network.
28	- `scripts/network_analysis.py` — structured base-case review.
29	- `scripts/contingency_analysis.py` — local N-1 screening.
30
31	## Deliver
32	- The network loaded and whether the base case converged.
33	- The key voltage or loading findings.
34	- Whether contingency or mitigation work is now justified.

People who liked this also viewed

6 picks

Type

pandapower

56stars12forks

View on GitHub

How to install pandapower?

power-agent/powerskills/pandapower

$npx -y skills add Power-Agent/PowerSkills --skill pandapower

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# pandapower workflow
2
3	Start with the network model and a clean base-case solve. Use contingency analysis only after the steady-state case is credible.
4
5	## Default tool ladder
6	1. `load_network(file_path)` or `create_empty_network()`
7	2. `get_network_info()` to inspect buses, lines, transformers, generators, loads, and switches.
8	3. `run_power_flow(...)` to establish the base operating point.
9	4. `run_contingency_analysis(...)` only after the base case solves and the monitoring limits are clear.
10
11	## Working rules
12	- Do not run contingencies before checking the base-case voltages and loading.
13	- Use pandapower for AC feasibility and fast screening, then escalate only when the question requires more.
14
15	## Escalation triggers
16	Map what the solve reports to the mitigation skill that handles it, and quote the numbers that tripped it (bus + vm_pu, element + loading %) rather than saying "violations exist".
17
18	\| Observation \| Escalate to \|
19	\|---\|---\|
20	\| `res_bus.vm_pu` < 0.95 or > 1.05 \| `voltage-violation-mitigation` \|
21	\| `res_line` / `res_trafo` `loading_percent` > 100 \| `thermal-overload-mitigation` \|
22	\| `run_contingency_analysis` flags any N-1 violation or islanding \| `contingency-mitigation` \|
23	\| `run_power_flow` fails to converge \| `convergence-failure-mitigation` \|
24	\| The study is DER (PV, storage) integration on a distribution network \| `der-hosting-capacity-mitigation` \|
25
26	## Local assets in this skill
27	- `case39.json` — a ready test network.
28	- `scripts/network_analysis.py` — structured base-case review.
29	- `scripts/contingency_analysis.py` — local N-1 screening.
30
31	## Deliver
32	- The network loaded and whether the base case converged.
33	- The key voltage or loading findings.
34	- Whether contingency or mitigation work is now justified.

People who liked this also viewed

6 picks

Type