Package neqsim.process.ml.examples

package neqsim.process.ml.examples

Example RL environments demonstrating NeqSim ML integration.

This package contains example implementations showing how to wrap NeqSim process systems as Gym-compatible RL environments:

• SeparatorLevelControlEnv - Separator level control

These examples can be used as templates for creating custom RL environments for specific process control applications.

Version:

1.0

Author:

ESOL

Related Packages

Package	Description
neqsim.process.ml	Machine Learning and AI integration for NeqSim.
neqsim.process.ml.controllers	Simple control algorithms for testing RL environments from Java.
neqsim.process.ml.multiagent	Multi-agent reinforcement learning infrastructure for coordinated process control.
neqsim.process.ml.surrogate	Surrogate models and physics constraint validation for AI/ML integration.

Classes

Class	Description
FlashSurrogateDataGenerator	Example: Generate training data for a flash calculation surrogate model.
SeparatorCompressorMultiAgentEnv	Multi-agent example: Separator + Compressor train.
SeparatorGymEnv	Gymnasium-compatible separator control environment.
SeparatorLevelControlEnv	Example RL environment for separator level control.