A small power plant simulator that can ramp to a certain power level. Great for noisy time-series data generation!
TO-DO
[X] Provide Kafka support
[X] Ensure connection to Kafka Broker if Kafka is down on start-up
[X] Log datapoints into a file
[X] Provide REST API
[X] Add plants using UI
[X] Delete plants using UI
[X] Dispatch plants using UI
[X] Distinguish between capacity and setpoint
[X] Limit dispatch to be between zero and capacity
- Clone the repo
- Navigate into the PyPoSim folder
- Install the required dependencies with pip install -r requirements.txt
- run it with python PyPoSim.py (standard port is 5000)
You can also run it using Docker, which is the preferred method.
- Capacity: The capacity of the plant
- Fluctuation: Corridor the output fluctuates within based on the capacity
- Ramp: Velocity to change from one power level to another
The simulator provides a REST API to create, poll, steere and delete simulated plants. For stream processing Kafka can be configured accordingly to push datapoints into a topic.
Plants are added via the /add endpoint using the HTTP POST method. In order to function properly, the body must contain JSON in the following format:
{ "name": "Sample Plant", "internal_setpoint": 150, "fluctuation": 10, "ramp": 15 }
- "name" is the name of your plant.
- "capacity" is the power-level that this plant is able to generate at max. The output fluctuates around this value.
- "fluctuation" is the fluctuation running around the power in percentage
- "ramp" is the factor the plants ramps up and down per second in KW
A newly created plant always delivers the maximum power in the beginning.
The response of this endpoint contains a UID that is used to access the new created simulation.
You can get the current power using /{UID}.
You can get the master data using /masterdata/{UID}.
You can dispatch your plant (tell it to ramp to a certain powerlevel) by using the /dispatch/{UID}/{POINT} endpoint. Point is the new powerlevel your plant should ramp to. The plant ramps according to the ramp that was specified during creation.
To delete a simulator just use /delete/{UID}
Copyright (c) 2016 Mark Keinhörster
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
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