Invoke-AzureRmDataFactoryV2Pipeline -DataFactory $yourADFv2DataFactory -PipelineName "YourAdfv2PipelineName" -ParameterFile .PipelineParameters.json

{
  "parameter_1_name": "parameter_1_value",
  "parameter_2_name": "parameter_2_value"
}