WWTP Control Process: Dissolved Oxygen and Nitrate Nitrogen Data

A 5.5 KB dataset uploaded by Yu Fang to figshare on 2026-05-15. It relates to the control of Wastewater Treatment Plants (WWTP), specifically addressing the coupling of dissolved oxygen (DO) and nitrate nitrogen (NO) concentrations. The data supports a proposed control method using self-organizing recurrent wavelet neural network controllers (ISRWNNs).

Use Cases

• Training neural network controllers for dynamic process control based on the described ISRWNN architecture.
• Analyzing the coupling relationship between dissolved oxygen and nitrate nitrogen in wastewater treatment.
• Validating control stability using Lyapunov stability theorem analysis.
• Benchmarking multi-controller performance against methods that consider both DO and NO errors.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Available under a permissive CC-BY-4.0 license for reuse.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Yu Fang via figshare.

Collection Method

Likely contains experimental or simulation results for a proposed control method.

Freshness

Last updated 2026-05-15 17:42:33; freshness should be verified.