Project
SpineML: Factory Layout & Job Shop Optimization
A Python toolkit designed to optimize factory layout planning (FLP) and job shop scheduling (JSS) through advanced layout modeling and simulation.
PublicationMay 20, 2024
Learnings from developing a custom virtual assembly environment for mountability issues of cooling cabinets
Various industries use computer simulation for verifying product properties in early phases of development. Traditionally, such properties include the stability of mechanical structures or the efficiency of aircraft turbines. More recently, research also focuses on the mountability of industrial products using virtual assembly. While research on virtual assembly already started in the mid-1990s, the applicability in different industries remains largely unclear today. To advance the state-of-the-art, in this paper we present learnings from developing a virtual assembly environment for cooling cabinets.
PostOct 18, 2026
Consent-Free Markov Visitor Flows in Plausible Analytics
How we replaced sessionStorage flow_id tokens and consent banners with stateless document.referrer telemetry and 1st-order Markov visitor flows.
PublicationFeb 26, 2025
Next-Generation Design Tools for Intelligent Transportation Systems.
Intelligent Transportation Systems (ITS) promote new transportation paradigms such as connected and autonomous vehicles (CAV), multi-modal and demand-responsive transport systems, and enable the transportation electrification by sustainable operation of electric vehicles. Methods and tools are needed to explore the possible design space for emerging transportation paradigms, which support evaluation of system design alternatives and verification of system properties. In this work, we propose a model-and simulation-based systems engineering framework for capturing design decisions and evaluating control strategies for ITS design. In addition to capturing and evaluating different design decisions, the proposed solution allows users to guide design decisions by systematic comparison and evaluation of system configurations and control strategies.
PublicationJan 1, 2024
Digital twin and digital thread within the product lifecycle management
This research explores Digital Twins (DT) and Digital Threads (DTH) in Product Lifecycle Management (PLM) for Industry 4.0, resolving data loss and audit complexity. In today's VUCA-defined age, accelerated by rapid digital transformation, the manufacturing sector requires seamless data flow across the product lifecycle. This paper highlights the growing potential of Industry 4.0, addressing practical guidelines for digital twin prototypes and continuous quality audits.

PublicationDec 11, 2023
A discrete event formalism for fast simulation of on-demand transportation systems
The interconnection between intelligent transportation systems (ITS) and services poses fundamental challenges with respect to establishing most efficient structures as well as intelligent and integrated control strategies addressing new transportation paradigms such as autonomous vehicles, mobility-on-demand as well as the transportation electrification. Systematic and integrated methods for efficiently modeling, simulating and evaluating these systems are required, which are able to address aforementioned challenges. For this, we present a discrete event formalism for fast simulation of on-demand transportation systems, which provides a formalization of essential static properties, dynamic state functions, as well as events concisely describing transportation system design space in the scope of emerging transportation paradigms. Our formalism allows for reduction of computational complexity by defining …