Update unit tests for generation perturbation

Author: etienne-v

gridfm_datakit/generate.py

@@ -242,7 +242,7 @@ def generate_power_flow_data(
     # Prepare network and scenarios
     net, scenarios = _prepare_network_and_scenarios(args, file_paths)
 
-    # Initialize topology generator and data structures
+    # Initialize topology and generation generators, and data structures
     topology_generator = initialize_topology_generator(args.topology_perturbation, net)
     generation_generator = initialize_generation_generator(
         args.generation_perturbation,

scripts/config/Texas2k_case1_2016summerpeak.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 10 # Number of unique perturbed topologies per scenario
   elements: ["line", "trafo"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_permutation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 12 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case118_ieee.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 20 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_permutation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case1354_pegase.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 1 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case179_goc.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 20 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case197_snem.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 20 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case240_pserc.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 20 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_permutation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case24_ieee_rts.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 10 # Number of unique perturbed topologies per scenario
   elements: ["line", "trafo"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 12 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/case300_ieee.yaml

@@ -23,6 +23,10 @@ topology_perturbation:
   n_topology_variants: 20 # Number of unique perturbed topologies per scenario
   elements: ["line"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root

scripts/config/default.yaml

@@ -24,6 +24,10 @@ topology_perturbation:
   n_topology_variants: 5 # Number of unique perturbed topologies per scenario
   elements: ["line", "trafo", "gen", "sgen"] # elements to perturb options: line, trafo, gen, sgen
 
+generation_perturbation:
+  type: "cost_perturbation" # Type of generation perturbation; options: cost_permutation, cost_perturbation, none
+  sigma: 1.0 # Size of range use for sampling scaling factor
+
 settings:
   num_processes: 10 # Number of parallel processes to use
   data_dir: "./data_out" # Directory to save generated data relative to the project root