Philipp Gölzer

Philipp Gölzer
Technische Hochschule Nürnberg Georg Simon Ohm | OHM · Department of Mechanical Engineering and Building Services Engineering

Professor

About

19
Publications
20,330
Reads
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283
Citations
Citations since 2016
9 Research Items
273 Citations
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20162017201820192020202120220102030405060
20162017201820192020202120220102030405060
20162017201820192020202120220102030405060

Publications

Publications (19)
Article
Full-text available
This paper identifies and describes five types of value creation enabled by Big Data technologies. This was determined after performing a qualitative content analysis of publications from industry and academics. The five types are: (1) Optimization of Operations, (2) Enrichment of Operations, (3) Enhancement of Customer Experience, (4) Innovation o...
Book
Full-text available
In February 2020, the first version of a comprehensive process model for data science projects appeared: the Data Science Process Model (DASC-PM). The positive feedback we have received indicates we were able to contribute to the discussion of data science activities that we were hoping for. Over the last two years, the DASC-PM has found its way in...
Book
Full-text available
Im Februar 2020 erschien mit dem Data Science Process Modell (DASC-PM) die erste Version eines umfassenden Vorgehensmodells für Data-Science-Projekte. Die vielen positiven Rückmeldungen, die wir erhalten haben, zeigen uns, dass wir den erhofften Beitrag zur Diskussion rund um Data-Science-Aktivitäten leisten konnten. Das DASC-PM hat in den letzten...
Article
Data-driven operations management goes along with narratives of disruptive change and new potential for innovation. We study how these narratives are reflected in the outcomes of 82 implementation projects that took place during the last ten years. The analysis of the projects identifies varying focal points in different industrial sectors. Radical...
Book
Full-text available
Das Thema Data Science hat in den letzten Jahren in vielen Organisationen stark an Aufmerksamkeit gewonnen. Häufig herrscht jedoch weiterhin große Unklarheit darüber, wie diese Disziplin von anderen abzugrenzen ist, welche Besonderheiten der Ablauf eines Data-Science-Projekts besitzt und welche Kompetenzen vorhanden sein müssen, um ein solches Proj...
Chapter
Die Digitalisierung industrieller Prozesse stellt Unternehmen heute vor große und vielfältige Herausforderungen. Neben den vielen technischen Fragestellungen der Datenerfassung, Datenübertragung, Datenspeicherung, Datenanalyse und Prozessintegration müssen auch organisatorische und strategische Fragestellungen gelöst werden. Diese verschiedenen Asp...
Article
Full-text available
The ongoing digital transformation on industry has so far mostly been studied from the perspective of cyber-physical systems solutions as drivers of change. In this paper, we turn the focus to the changes in data management resulting from the introduction of new digital technologies in industry. So far, data processing activities in operations mana...
Thesis
Full-text available
Industrie 4.0 steht für die vierte industrielle Revolution und ein neues Paradigma der Organisation industrieller Wertschöpfungsprozesse. Produkte und Maschinen werden zu cyber-physischen Systemen mit der Fähigkeit zu kommunizieren, sich zu vernet-zen, sich selbst zu steuern und ihre Umwelt durch Sensoren zu erfassen. Die dabei anfallenden großen D...
Article
Full-text available
Zusammenfassung NoSQL-Systeme sind eine neue Generation von Datenbanksystemen, mit denen sich eine Reihe von neuen und innovativen Anwendungsfällen realisieren lässt. Erfahrungsberichte von Praktikern zeigen jedoch, dass die Implementierung von NoSQL-Systemen in der Praxis oftmals komplexitätsbedingt scheitert. Ziel der Studie des Instituts für Wir...
Conference Paper
Big Data systems have significantly changed the possibilities and ways of data processing and analysis. Although many practitioners and scholars have written about the benefits of Big Data systems, little research has been conducted on how to succeed with the use of Big Data. The implementation of Big Data systems is a complex undertaking that requ...
Article
Die umfassende Vernetzung intelligenter Produkte und Produktionssysteme in Industrie 4.0 erlaubt eine dezentral agierende Produktion sowie die Fähigkeit zur Selbststeuerung und Selbstoptimierung. Die Standardisierung von Kommunikation und Datenaustausch nimmt an dieser Stelle eine entscheidende Rolle ein und ermöglicht die system- und wertschöpfung...
Conference Paper
Full-text available
Industry 4.0 stands for the 4th Industrial revolution and the new paradigm of autonomous and de-centralized control in production. Products and production systems are enhanced to Cyber Physical Systems which have the capability to communicate with each other, to build ad-hoc networks and for self-control and self-optimization. From the IT-perspecti...
Conference Paper
Full-text available
This paper seeks to extend existing methods for decision making implementation in design and operation of global manufacturing networks, creating products in value added chains distributed over several manufacturing sites. The configuration of products, processes and resources in the network are subject of design decisions and is represented by pro...
Article
Kurzfassung Die Anpassung des Produktionsnetzwerks an die Anforderungen des Marktes ist für viele Zulieferunternehmen mit einer großen Anzahl von Standorten zu einer permanenten Planungsaufgabe geworden. Doch die Bewertung, Entwicklung und Validierung konkreter Anpassungsmaßnahmen gestaltet sich schwierig. Zu komplex und dynamisch sind die Verflech...
Article
Suppliers challenges with large product variety and high value creation. Adapting the production network to market requirements became a permanent planning task for many suppliers with several production sites. However, the development, evaluation and validation of practical measures are difficult due to complex and dynamic interrelations of produc...
Article
For many years INA has been synonymous with needle roller bearings. Today, INA's wide variety of products ranges from rolling bearings to high precision engine components for the automotive industry. The company's linear technology division offers the most comprehensive range of linear guidance systems worldwide - including complete linear units. A...
Article
Due to the demand to decrease the time-to-market of new products while maintaining a high quality level and reducing overall product development costs, structural optimization tools have become of significant importance in the virtual product development process. FE-Design offers with the optimization system TOSCA an integrated solution for topolog...

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Projects

Projects (7)
Project
Design, operation and evaluation of artificial intelligence in manufacturing, supply management, distibution logistics, etc.
Project
The goal of the project is a standard procedure model for carrying out data science projects.