Exploring High-Level Petri Nets for Model-Driven Development of Digital Controllers

While low-level Petri nets are common for discrete-event controllers, their capacity is limited. High-level nets of-fer greater potential within Model-Driven Engineering (MDE) for ensuring correctness throughout modeling, simulation, and implementation, but this is not fully realized. This work-in-progress paper presents an approach based on a particular class of high-level nets with a threefold objective: (1) allow the design of complex controllers with data processing; (2) ease the use of interconnected Petri nets modules to build larger models; (3) test the controller with automatically generated input values. Supported by a flexible, open-source tool allowing external interaction (e.g., with code for data generating or processing), we show the methodology using a sluice gate example for offline modeling and simulation, featuring a pattern for environment-controller communication. This approach makes possible more robust model-based real-time controllers, laying the groundwork for upcoming physical device interactions.

Authors

Institutions

Publication Details

Published
2025-06-20
DOI
https://doi.org/10.1109/isie62713.2025.11124682
Primary Topic
Business Process Modeling and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring High-Level Petri Nets for Model-Driven Development of Digital Controllers

João Paulo Barros, Lúıs Gomes
Business Process Modeling and Analysis
article

Exploring High-Level Petri Nets for Model-Driven Development of Digital Controllers

João Paulo Barros, Lúıs Gomes
article en

Abstract

While low-level Petri nets are common for discrete-event controllers, their capacity is limited. High-level nets of-fer greater potential within Model-Driven Engineering (MDE) for ensuring correctness throughout modeling, simulation, and implementation, but this is not fully realized. This work-in-progress paper presents an approach based on a particular class of high-level nets with a threefold objective: (1) allow the design of complex controllers with data processing; (2) ease the use of interconnected Petri nets modules to build larger models; (3) test the controller with automatically generated input values. Supported by a flexible, open-source tool allowing external interaction (e.g., with code for data generating or processing), we show the methodology using a sluice gate example for offline modeling and simulation, featuring a pattern for environment-controller communication. This approach makes possible more robust model-based real-time controllers, laying the groundwork for upcoming physical device interactions.

Universidade Politécnica de Beja (PT), Uninova (PT), Universidade Nova de Lisboa (PT)
Openalex Percentile: Top 63%
Business Process Modeling and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.