Skip to content

Commit

Permalink
Remove curative stop criterion and 'optimize curative if preventive u…
Browse files Browse the repository at this point in the history
…nsecure' and partially replace them by 'enforce curative security'

NB. Curative min objective does no longer exist and is replaced by Curative have the same objective than the Preventive results

Signed-off-by: Pauline Jean-Marie <pauline.jean-marie@artelys.com>
  • Loading branch information
Pauline Jean-Marie committed Dec 9, 2024
1 parent 20cb4a0 commit d726fbb
Show file tree
Hide file tree
Showing 137 changed files with 367 additions and 515 deletions.
29 changes: 3 additions & 26 deletions docs/parameters.md
Original file line number Diff line number Diff line change
Expand Up @@ -51,34 +51,13 @@ These parameters (objective-function) configure the remedial action optimisation
- **SECURE**: the search-tree will stop as soon as it finds a solution where the minimum margin is positive.
*Note: if the best possible minimum margin is negative, both stop criterion will return the same solution.*

#### curative-stop-criterion
- **Expected value**: one of the following:
- "MIN_OBJECTIVE"
- "SECURE"
- "PREVENTIVE_OBJECTIVE"
- "PREVENTIVE_OBJECTIVE_AND_SECURE"
- **Default value**: "MIN_OBJECTIVE"
- **Usage**: stop criterion for the curative RAO search-tree.
- **MIN_OBJECTIVE**: the search-tree will maximize the minimum margin until it converges to a
maximum value, or until another stop criterion has been reached (e.g. [max-curative-search-tree-depth](#max-curative-search-tree-depth)).
- **SECURE**: the search-tree will stop as soon as it finds a solution where the minimum margin is positive.
- **PREVENTIVE_OBJECTIVE**: the search-tree will stop as soon as the preventive RAO's objective value is reached,
and improved by at least ["curative-rao-min-obj-improvement"](#curative-min-obj-improvement).
- **PREVENTIVE_OBJECTIVE_AND_SECURE**: the search-tree will stop as soon as the preventive RAO's objective value is
reached, and improved by at least ["curative-rao-min-obj-improvement"](#curative-min-obj-improvement), and all
margins are positive.

*The values "PREVENTIVE_OBJECTIVE" and "PREVENTIVE_OBJECTIVE_AND_SECURE" allow you to speed up the curative RAO
without deteriorating the final solution (minimum margin over all perimeters). However, using them means the flow-based
domain is not maximised for all perimeters.*

#### curative-min-obj-improvement
- **Expected value**: numeric value, where the unit is that of the objective function
- **Default value**: 0
- **Usage**: used as a minimum improvement of the preventive RAO objective value for the curative RAO stop criterion,
when it is set to PREVENTIVE_OBJECTIVE or PREVENTIVE_OBJECTIVE_AND_SECURE.

#### optimize-curative-if-preventive-unsecure
#### enforce-curative-security
- **Expected value**: true/false
- **Default value**: false
- **Usage**: if this parameter is set to true, OpenRAO will continue optimizing curative states even if preventive state
Expand Down Expand Up @@ -314,7 +293,7 @@ These parameters (second-preventive-rao) tune the behaviour of the [second preve
during curative RAO
- **POSSIBLE_CURATIVE_IMPROVEMENT**: a 2nd preventive RAO is run only if it is possible to improve a curative perimeter,
i.e. if the curative RAO stop criterion on at least one contingency is not reached.
This depends on the value of parameter [curative-stop-criterion](#curative-stop-criterion):
This depends on the value of parameter [preventive-stop-criterion](#preventive-stop-criterion):
- **SECURE**: 2nd preventive RAO is run if one curative perimeter is not secure after optimisation
- **PREVENTIVE_OBJECTIVE**: 2nd preventive RAO is run if one curative perimeter reached an objective function value
after optimisation that is worse than the preventive perimeter's (decreased by [curative-min-obj-improvement](#curative-min-obj-improvement))
Expand Down Expand Up @@ -575,8 +554,7 @@ Zones are seperated by + or -.
"type" : "MAX_MIN_RELATIVE_MARGIN_IN_AMPERE",
"curative-min-obj-improvement" : 0.0,
"preventive-stop-criterion" : "SECURE",
"curative-stop-criterion" : "PREVENTIVE_OBJECTIVE",
"optimize-curative-if-preventive-unsecure" : true
"enforce-curative-security" : true
},
"range-actions-optimization" : {
"max-mip-iterations" : 5,
Expand Down Expand Up @@ -693,7 +671,6 @@ Based on PowSyBl's [configuration mechanism](inv:powsyblcore:std:doc#user/config
rao-objective-function:
type: MAX_MIN_MARGIN_IN_AMPERE
preventive-stop-criterion: SECURE
curative-stop-criterion: SECURE

rao-range-actions-optimization:
max-mip-iterations: 5
Expand Down
117 changes: 98 additions & 19 deletions python-util/rao_parameter_modification.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,35 +6,114 @@

import os
import json
from json import JSONDecodeError
import yaml

root_directory = os.path.join(os.getcwd(), "..")
current_directory = os.getcwd()


tag_by_file_type = {"json": "objective-function", "yaml": "rao-objective-function"}

def rao_parameters_file(file_path):
correct_version = False
obj_fun = False
if file_path.endswith(".json") or file_path.endswith(".yml"):
score = 0
if "target" not in file_path and (file_path.endswith(".json") or file_path.endswith(".yml")):
ftype = "json" if file_path.endswith(".json") else "yaml"
with open(os.path.join(dirpath, filename), 'r') as file:
for line in file:
if "objective-function" in line:
obj_fun = True
if '"version" : "2.4"' in line or '"version" : "2.5"' in line:
correct_version = True
if correct_version and obj_fun:
if tag_by_file_type[ftype] in line:
score += 1
if "MAX_MIN_MARGIN_IN" in line or "MAX_MIN_RELATIVE_MARGIN_IN" in line:
score += 1
if correct_version and score >= 2:
return True
return False

def read_data(file_path) -> tuple[dict, str]:
if file_path.endswith(".json"):
with open(file_path, 'r') as file:
try:
return json.load(file), "json"
except JSONDecodeError as je:
print("in file " + file_path)
raise je
if file_path.endswith(".yml"):
with open(file_path, 'r') as file:
return yaml.safe_load(file), "yaml" # ["rao-parameters"]

def extract_leading_whitespace(line):
leading_whitespace = ""
for char in line:
if char.isspace():
leading_whitespace += char
else:
break
return leading_whitespace

def write_data(new_data, file_path, file_type):
with open(file_path, 'r') as file:
lines = file.readlines()
lines_to_write = []
inside_obj_fun_to_replace = False
for line in lines:
if tag_by_file_type[file_type] in line and tag_by_file_type[file_type] in new_data:
leading_whitespace = extract_leading_whitespace(line)
inside_obj_fun_to_replace = True
if inside_obj_fun_to_replace and ((file_type == "json" and "}" in line) or (file_type == "yaml" and line == "\n")):
obj_fun_str = f'"{tag_by_file_type[file_type]}" : ' + obj_function_as_str_lines(new_data, file_type)
for new_line in obj_fun_str.splitlines(True):
lines_to_write.append(leading_whitespace + new_line)
inside_obj_fun_to_replace = False
elif not inside_obj_fun_to_replace:
lines_to_write.append(line)
with open(file_path, 'w') as file:
file.writelines(lines_to_write)


def obj_function_as_str_lines(new_data, file_type):
if file_type == "json":
return json.dumps(new_data[tag_by_file_type[file_type]], indent=2, separators=(',', ' : ')) + ',\n'
else:
return yaml.dump(new_data[tag_by_file_type[file_type]], default_flow_style=False) + '\n'



def new_rao_param(data: dict, file_path: str, file_type: str) -> dict:
try:
old_obj_fun = data[tag_by_file_type[file_type]]
new_obj_fun = {}
for key in old_obj_fun:
if key not in ("curative-stop-criterion", "optimize-curative-if-preventive-unsecure"):
new_obj_fun[key] = old_obj_fun[key]
prev_secure = "preventive-stop-criterion" not in old_obj_fun or old_obj_fun["preventive-stop-criterion"] == "SECURE"
if prev_secure:
if "optimize-curative-if-preventive-unsecure" in old_obj_fun:
new_obj_fun["enforce-curative-security"] = old_obj_fun["optimize-curative-if-preventive-unsecure"]
else:
cur_secure = "curative-stop-criterion" in old_obj_fun and old_obj_fun["curative-stop-criterion"] in ("SECURE", "PREVENTIVE_OBJECTIVE_AND_SECURE")
if cur_secure:
new_obj_fun["enforce-curative-security"] = True
else:
new_obj_fun["enforce-curative-security"] = False
cur_min = "curative-stop-criterion" in old_obj_fun and old_obj_fun["curative-stop-criterion"] == "MIN_OBJECTIVE"
if cur_min:
new_obj_fun["curative-min-obj-improvement"] = 10000.0 + (old_obj_fun["curative-min-obj-improvement"] if "curative-min-obj-improvement" in old_obj_fun else 0.0)
except KeyError as ke:
raise KeyError("in file " + file_path) from ke
data[tag_by_file_type[file_type]] = new_obj_fun
return data



for dirpath, dirnames, filenames in os.walk(root_directory):
for filename in filenames:
file_path = os.path.join(dirpath, filename)
if rao_parameters_file(file_path):
print("file to change : " + file_path)
lines = None
if file_path.endswith(".json"):
with open(file_path, 'r') as file:
lines = file.readlines()
lines = [line.replace('"version" : "2.4"', '"version" : "2.5"') for line in lines if "forbid-cost-increase" not in line]
if lines is not None:
with open(file_path, 'w') as file:
file.writelines(lines)
if __name__ == "__main__":
base_dir = os.path.join(current_directory, "..")
print(base_dir)
for dirpath, dirnames, filenames in os.walk(base_dir):
for filename in filenames:
file_path = os.path.join(dirpath, filename)
if rao_parameters_file(file_path):
data, file_type = read_data(file_path)
new_rao_params = new_rao_param(data, file_path, file_type)
write_data(new_rao_params, file_path, file_type)
Original file line number Diff line number Diff line change
Expand Up @@ -27,8 +27,7 @@ private RaoParametersCommons() {
public static final String TYPE = "type";
public static final String CURATIVE_MIN_OBJ_IMPROVEMENT = "curative-min-obj-improvement";
public static final String PREVENTIVE_STOP_CRITERION = "preventive-stop-criterion";
public static final String CURATIVE_STOP_CRITERION = "curative-stop-criterion";
public static final String OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE = "optimize-curative-if-preventive-unsecure";
public static final String ENFORCE_CURATIVE_SECURITY = "enforce-curative-security";

// range actions optimization parameters
public static final String RANGE_ACTIONS_OPTIMIZATION = "range-actions-optimization";
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -28,9 +28,8 @@ static void serialize(RaoParameters parameters, JsonGenerator jsonGenerator) thr
jsonGenerator.writeObjectFieldStart(OBJECTIVE_FUNCTION);
jsonGenerator.writeObjectField(TYPE, parameters.getObjectiveFunctionParameters().getType());
jsonGenerator.writeObjectField(PREVENTIVE_STOP_CRITERION, parameters.getObjectiveFunctionParameters().getPreventiveStopCriterion());
jsonGenerator.writeObjectField(CURATIVE_STOP_CRITERION, parameters.getObjectiveFunctionParameters().getCurativeStopCriterion());
jsonGenerator.writeNumberField(CURATIVE_MIN_OBJ_IMPROVEMENT, parameters.getObjectiveFunctionParameters().getCurativeMinObjImprovement());
jsonGenerator.writeBooleanField(OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE, parameters.getObjectiveFunctionParameters().getOptimizeCurativeIfPreventiveUnsecure());
jsonGenerator.writeBooleanField(ENFORCE_CURATIVE_SECURITY, parameters.getObjectiveFunctionParameters().getEnforceCurativeSecurity());
jsonGenerator.writeEndObject();
}

Expand All @@ -43,16 +42,13 @@ static void deserialize(JsonParser jsonParser, RaoParameters raoParameters) thro
case PREVENTIVE_STOP_CRITERION:
raoParameters.getObjectiveFunctionParameters().setPreventiveStopCriterion(stringToPreventiveStopCriterion(jsonParser.nextTextValue()));
break;
case CURATIVE_STOP_CRITERION:
raoParameters.getObjectiveFunctionParameters().setCurativeStopCriterion(stringToCurativeStopCriterion(jsonParser.nextTextValue()));
break;
case CURATIVE_MIN_OBJ_IMPROVEMENT:
jsonParser.nextToken();
raoParameters.getObjectiveFunctionParameters().setCurativeMinObjImprovement(jsonParser.getValueAsDouble());
break;
case OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE:
case ENFORCE_CURATIVE_SECURITY:
jsonParser.nextToken();
raoParameters.getObjectiveFunctionParameters().setOptimizeCurativeIfPreventiveUnsecure(jsonParser.getBooleanValue());
raoParameters.getObjectiveFunctionParameters().setEnforceCurativeSecurity(jsonParser.getBooleanValue());
break;
default:
throw new OpenRaoException(String.format("Cannot deserialize objective function parameters: unexpected field in %s (%s)", OBJECTIVE_FUNCTION, jsonParser.getCurrentName()));
Expand All @@ -76,12 +72,4 @@ private static ObjectiveFunctionParameters.PreventiveStopCriterion stringToPreve
}
}

private static ObjectiveFunctionParameters.CurativeStopCriterion stringToCurativeStopCriterion(String string) {
try {
return ObjectiveFunctionParameters.CurativeStopCriterion.valueOf(string);
} catch (IllegalArgumentException e) {
throw new OpenRaoException(String.format("Unknown curative stop criterion: %s", string));
}
}

}
Original file line number Diff line number Diff line change
Expand Up @@ -24,14 +24,12 @@ public class ObjectiveFunctionParameters {
private static final ObjectiveFunctionType DEFAULT_OBJECTIVE_FUNCTION = ObjectiveFunctionType.MAX_MIN_MARGIN_IN_MEGAWATT;
private static final double DEFAULT_CURATIVE_MIN_OBJ_IMPROVEMENT = 0;
private static final PreventiveStopCriterion DEFAULT_PREVENTIVE_STOP_CRITERION = PreventiveStopCriterion.SECURE;
private static final CurativeStopCriterion DEFAULT_CURATIVE_STOP_CRITERION = CurativeStopCriterion.MIN_OBJECTIVE;
private static final boolean DEFAULT_OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE = false;
private static final boolean DEFAULT_ENFORCE_CURATIVE_SECURITY = false;
// Attributes
private ObjectiveFunctionType type = DEFAULT_OBJECTIVE_FUNCTION;
private double curativeMinObjImprovement = DEFAULT_CURATIVE_MIN_OBJ_IMPROVEMENT;
private PreventiveStopCriterion preventiveStopCriterion = DEFAULT_PREVENTIVE_STOP_CRITERION;
private CurativeStopCriterion curativeStopCriterion = DEFAULT_CURATIVE_STOP_CRITERION;
private boolean optimizeCurativeIfPreventiveUnsecure = DEFAULT_OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE;
private boolean enforceCurativeSecurity = DEFAULT_ENFORCE_CURATIVE_SECURITY;

// Enum
public enum ObjectiveFunctionType {
Expand Down Expand Up @@ -60,13 +58,6 @@ public enum PreventiveStopCriterion {
SECURE
}

public enum CurativeStopCriterion {
MIN_OBJECTIVE, // only stop after minimizing objective
SECURE, //stop when objective is strictly negative
PREVENTIVE_OBJECTIVE, // stop when preventive objective is reached, or bested by curativeRaoMinObjImprovement
PREVENTIVE_OBJECTIVE_AND_SECURE // stop when preventive objective is reached or bested by curativeRaoMinObjImprovement, and the situation is secure
}

// Getters and setters
public ObjectiveFunctionType getType() {
return type;
Expand All @@ -88,20 +79,12 @@ public PreventiveStopCriterion getPreventiveStopCriterion() {
return preventiveStopCriterion;
}

public CurativeStopCriterion getCurativeStopCriterion() {
return curativeStopCriterion;
}

public void setCurativeStopCriterion(CurativeStopCriterion curativeStopCriterion) {
this.curativeStopCriterion = curativeStopCriterion;
}

public boolean getOptimizeCurativeIfPreventiveUnsecure() {
return optimizeCurativeIfPreventiveUnsecure;
public boolean getEnforceCurativeSecurity() {
return enforceCurativeSecurity;
}

public void setOptimizeCurativeIfPreventiveUnsecure(boolean optimizeCurativeIfPreventiveUnsecure) {
this.optimizeCurativeIfPreventiveUnsecure = optimizeCurativeIfPreventiveUnsecure;
public void setEnforceCurativeSecurity(boolean enforceCurativeSecurity) {
this.enforceCurativeSecurity = enforceCurativeSecurity;
}

public static ObjectiveFunctionParameters load(PlatformConfig platformConfig) {
Expand All @@ -114,9 +97,7 @@ public static ObjectiveFunctionParameters load(PlatformConfig platformConfig) {
parameters.setCurativeMinObjImprovement(config.getDoubleProperty(CURATIVE_MIN_OBJ_IMPROVEMENT, DEFAULT_CURATIVE_MIN_OBJ_IMPROVEMENT));
parameters.setPreventiveStopCriterion(config.getEnumProperty(PREVENTIVE_STOP_CRITERION, PreventiveStopCriterion.class,
DEFAULT_PREVENTIVE_STOP_CRITERION));
parameters.setCurativeStopCriterion(config.getEnumProperty(CURATIVE_STOP_CRITERION, CurativeStopCriterion.class,
DEFAULT_CURATIVE_STOP_CRITERION));
parameters.setOptimizeCurativeIfPreventiveUnsecure(config.getBooleanProperty(OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE, DEFAULT_OPTIMIZE_CURATIVE_IF_PREVENTIVE_UNSECURE));
parameters.setEnforceCurativeSecurity(config.getBooleanProperty(ENFORCE_CURATIVE_SECURITY, DEFAULT_ENFORCE_CURATIVE_SECURITY));
});
return parameters;
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -54,9 +54,8 @@ void roundTrip() throws IOException {
// Objective Function parameters
parameters.getObjectiveFunctionParameters().setType(ObjectiveFunctionParameters.ObjectiveFunctionType.MAX_MIN_MARGIN_IN_AMPERE);
parameters.getObjectiveFunctionParameters().setPreventiveStopCriterion(ObjectiveFunctionParameters.PreventiveStopCriterion.MIN_OBJECTIVE);
parameters.getObjectiveFunctionParameters().setCurativeStopCriterion(ObjectiveFunctionParameters.CurativeStopCriterion.PREVENTIVE_OBJECTIVE_AND_SECURE);
parameters.getObjectiveFunctionParameters().setCurativeMinObjImprovement(983);
parameters.getObjectiveFunctionParameters().setOptimizeCurativeIfPreventiveUnsecure(true);
parameters.getObjectiveFunctionParameters().setEnforceCurativeSecurity(true);
// RangeActionsOptimization parameters
parameters.getRangeActionsOptimizationParameters().setMaxMipIterations(30);
parameters.getRangeActionsOptimizationParameters().setPstPenaltyCost(10);
Expand Down Expand Up @@ -176,7 +175,7 @@ void testFailOnOldVersion() {
}

@ParameterizedTest
@ValueSource(strings = {"LoopFlowError", "PrevStopCriterionError", "CurStopCriterionError", "WrongField"})
@ValueSource(strings = {"LoopFlowError", "PrevStopCriterionError", "WrongField"})
void importNokTest(String source) {
InputStream inputStream = getClass().getResourceAsStream("/RaoParametersWith" + source + "_v2.json");
assertThrows(OpenRaoException.class, () -> JsonRaoParameters.read(inputStream));
Expand Down
Loading

0 comments on commit d726fbb

Please sign in to comment.