Conn@ct

Conn@ct is a next-generation optimisation platform, designed for complex industrial environments. It integrates Cyber-Physical Systems (CPS), artificial intelligence, and bio-inspired algorithms to enable real-time planning, control, and monitoring of production and operational processes. The platform is composed of several key modules:

1. CPS Generation (CPS Developer)

Conn@ct enables the creation of a Cyber-Physical System that models the real production environment, including:

• Resources and Hierarchies: Machines, tools, humans, and auxiliary systems are modeled as hierarchical resources with specific capabilities.

• Encapsulation of Abilities: Each resource is defined by encapsulated abilities (actions it can perform), including parameters such as duration, precision, energy usage, or quality.

• Relations and Constraints: Logical, spatial, or temporal relationships between resources (e.g., dependencies, exclusivity, or co-location) are modeled to reflect real-world constraints.

• Digital Twin Foundation: The CPS forms the foundation for a live digital twin of the production system, enabling simulation, prediction, and control.

2. Optimization Generation (Optimiser)

Based on process execution requests (e.g., work orders), the Optimiser module automatically generates an optimised execution plan by:

• Analyzing Process Requirements: The input process is defined as a set of steps with dependencies, priorities, and resource needs.

• Company Policies and Goals: The optimizer considers strategic objectives, such as minimising production time, energy consumption, cost, or resource switching.

• AI and Bio-inspired Algorithms: Conn@ct integrates various optimisation approaches – including genetic algorithms, particle swarm optimisation, and neural network-based prediction – to solve complex, multi-objective problems.

• Feasibility and Adaptability: The solution ensures executable results that are feasible in real-world conditions and can adapt to changing inputs or disturbances.

3. Execution Monitoring and Feedback (Performer)

Once an optimised plan is deployed:

• Live Execution Monitoring: The Performer module connects to real-time data from machines, sensors, or operators and compares execution against the planned schedule.

• Event Detection and Alerting: Deviations are detected instantly, and the system can trigger notifications or adjustments to the execution plan.

• Feedback Loops: The system gathers execution performance data to continuously improve planning accuracy and optimisation quality in future cycles.

• User Interfaces: Operators and managers are informed through intuitive dashboards and mobile apps that provide clear execution progress and instructions.

This combination of CPS modeling, multi-objective optimisation, and real-time performance tracking makes Conn@ct a powerful tool for smart factories, ensuring efficient, adaptive, and data-driven production.