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Review of Maturity Models for Data Mining and Proposal of a Data Preparation Maturity Model Prototype for Data Mining Open
Companies face uncertainties evaluating their own capabilities when implementing data analytics or data mining. Data mining is a valuable process used to analyze data and support decisions based on the knowledge generated, creating a pipel…
Mowing height and irrigation effects on above ground biomass production of <i>Schedonorus arundinaceus</i> Open
The utilization of biomass from golf course and home lawn landscapes greatly impacts soil conditions, plant health, and municipal waste disposal. In 2020 and 2021, research was conducted to evaluate aboveground biomass production of tall f…
Multi-layer Track & Trace System Landscape with Smart Contract Validation Instances Open
Ideas about blockchain-based applications are soaring, while the realization of existing enterprise architecture landscapes is more cumbersome. This is also valid for applications based on track & trace blockchains. The main impediment to …
Reference Model to support decision-making in the planning and evaluation of automated order picking systems of heavy flatpacks in retail and wholesale fulfilment units Open
With increasing customer expectations in close shopping possibilities and shorter lead time in e-commerce, the home furnisher companies have a higher interest in automated order picking systems. Although technologies for automated order pi…
LogFarm: An Open Source Graph-based Simulator for Logistics Networks Open
Logistics networks are complex systems that are often subject to simulation to gain insights.For the computer-aided simulation, simulation tools are used that are also referred to as simulators.In this article, a novel open-source simulato…
Comparing Direct Deliveries and Automated Parcel Locker Systems with Respect to Overall CO2 Emissions for the Last Mile Open
Fast growing e-commerce has a significant impact both on CEP providers and public entities. While service providers have the first priority on factors such as costs and reliable service, both are increasingly focused on environmental effec…
Solving NP-Hard Challenges in Logistics and Transportation under General Uncertainty Scenarios Using Fuzzy Simheuristics Open
In the field of logistics and transportation (L&T), this paper reviews the utilization of simheuristic algorithms to address NP-hard optimization problems under stochastic uncertainty. Then, the paper explores an extension of the simheuris…
Enhancing Digital Twins with Advances in Simulation and Artificial Intelligence: Opportunities and Challenges Open
Simulations are used to investigate physical systems. A digital twin goes beyond this by connecting a simulation with the physical system with the purpose of analyzing and controlling that system in real-time. In the past 5 years there has…
Approach to Reference Models for Building Performance Simulation: Establishing Common Understanding Open
In the fields of business process modeling, logistics, and information model development, Reference Models (RMs) have shown to enhance standardization, support the common understanding of terminology and procedures, reduce the modeling eff…
Towards a paradigm shift in vehicle project management: From a traditional multi-project-management to an integrated process-based digital approach Open
The automotive industry has to deal with wide-reaching challenges and changes. A continuous gain of significant competitive advantages in a highly competitive market requires automotive manufacturers to produce new products with a large di…
Synthetic Demand Generation with Seasonality for Data Mining on a Data-Farmed Data Basis of a Two-Echelon Supply Chain Open
A widely used method in the context of supply chain analytics and management is data mining. It is used to discover patterns in a supply chain's data basis. Besides preprocessing observational real-world data, simulation can be used to cre…
Implementation of multi-objective production scheduling in the dynamic environment of the flat steel industry Open
5th European Steel Technology and Application Days (ESTAD 2021) - The European flat steel industry has come under immense competitive pressure as a result of globalization. To retain its market position, costs must be further reduced and u…
Simulation-Optimization Approach for Multi-Period Facility Location Problems with Forecasted and Random Demands in a Last-Mile Logistics Application Open
The introduction of automated parcel locker (APL) systems is one possible approach to improve urban logistics (UL) activities. Based on the city of Dortmund as case study, we propose a simulation-optimization approach integrating a system …
Simheuristics Approaches for Efficient Decision-Making Support in Materials Trading Networks Open
The distribution process in business-to-business materials trading is among the most complex and in transparent ones within logistics. The highly volatile environment requires continuous adaptations by the responsible decision-makers, who …
Methodology for the assessment of potentials, selection, and design of Predictive Maintenance solutions Open
PM solutions are able to predict and thus minimize production downtimes. Concerning high implementation costs of PM solutions, it is not always clear, when potentials outweigh additional investment. This paper presents a methodology to sys…
A systematic classification of database solutions for data mining to support tasks in supply chains Open
Purpose: Our research shows that considering well suited NoSQL databases is ben-eficial for logistics tasks. For answering tasks we rely on the widespread methods of Data Mining. We stress that using relational databases as basis for Data …
Considering Energy-Related Factors in the Simulation of Logistics Systems Open
Traditionally, aspects such as emissions and energy consumption have to be taken into account for environmental and economic reasons when it comes to transport. In other areas of logistics, such as production logistics and intralogistics, …
CRISIS, WHAT CRISIS – DOES REPRODUCIBILITY IN MODELING & SIMULATION REALLY MATTER? Open
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