- World rank, all time
- #30,231 of 42,892
- Rank in Germany
- #1,411 of 2,077
- Research works
- 136 ▲ 75% vs 2013–17
- Citations
- 1.9k 13.7 per fractional work
- Top-10% rate
- 29.3% record average 16.5%
- Open access
- 44% world 28%
What does SmartFactory (Germany) specialise in?
Where its research is concentrated relative to its size: Engineering takes 3.6× the share of its output that it takes of world research.
- EngineeringField · 21.9 works3.6×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 3.6×. Every wedge is a field page.
- Engineering 3.6×
- Energy 1.9×
- Business, Management and Accounting 1.7×
- Computer Science 1.6×
- Decision Sciences 1.6×
- Environmental Science 1.1×
- Neuroscience 0.9×
- Health Professions 0.7×
- Agricultural and Biological Sciences 0.5×
- Physics and Astronomy 0.5×
- Materials Science 0.4×
- Medicine 0.3×
- Biochemistry, Genetics and Molecular Biology 0.3×
- Social Sciences 0.2×
- Economics, Econometrics and Finance 0.2×
- Arts and Humanities 0.1×
- Psychology 0.1×
Which keywords describe research at SmartFactory (Germany)?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Sustainability, Big Data, Internet of Things, Industrial Automation, Flexible Automation, Reconfigurable Manufacturing Systems, Supply Chain Management and Lithium-ion Batteries.
- Nontuberculous Mycobacteria
- Renewable Energy
- Rare Earth Elements
- Thermal Runaway
- Epidemiology
- E-Waste
- Energy Efficiency
- Circular Economy
- Design for Manufacture
- Genetic Algorithm
- Deep Learning
- Environmental Impact
- Manufacturing
- Digital Twin
- Lithium-ion Batteries
- Reconfigurable Manufacturing Systems
- Internet of Things
- Big Data
- Sustainability
- Industrial Automation
- Flexible Automation
- Supply Chain Management
- Cyber-Physical Systems
- Smart Manufacturing
- Metal Recovery
- Scheduling
- Flexible Job-shop
- Assembly Planning
- Machine Learning
- Artificial Intelligence
- Battery Management Systems
- Environmental Impacts
- Recycling
- Battery Recycling
- Cathode Materials
- Mycobacterium avium
- Sustainable Development
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 37 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 37 words, with their numbers
- Sustainability6▲ 6.0×11 topics
- Big Data4▲ 12×7 topics
- Industrial Automation4▲ 147×2 topics
- Internet of Things4▲ 12×5 topics
- Flexible Automation4▲ 388×1 topic
- Reconfigurable Manufacturing Systems4▲ 388×1 topic
- Supply Chain Management3▲ 9.0×4 topics
- Lithium-ion Batteries3▲ 19×4 topics
- Cyber-Physical Systems3▲ 30×3 topics
- Digital Twin3▲ 56×1 topic
- Smart Manufacturing3▲ 84×1 topic
- Manufacturing3▲ 142×2 topics
- Metal Recovery2▲ 30×2 topics
- Environmental Impact2▲ 3.4×5 topics
- Scheduling2▲ 78×2 topics
- Deep Learning2▲ 1.55×11 topics
- Flexible Job-shop2▲ 170×1 topic
- Genetic Algorithm2▲ 36×1 topic
- Assembly Planning2▲ 64×1 topic
- Design for Manufacture2▲ 64×1 topic
- Machine Learning2▲ 1.45×9 topics
- Circular Economy2▲ 13×3 topics
- Artificial Intelligence1▲ 2.5×5 topics
- Energy Efficiency1▲ 3.8×6 topics
- Battery Management Systems1▲ 21×1 topic
- E-Waste1▲ 34×1 topic
- Environmental Impacts1▲ 11×1 topic
- Epidemiology1▼ 0.83×2 topics
- Recycling1▲ 8.7×2 topics
- Thermal Runaway1▲ 21×1 topic
- Battery Recycling1▲ 37×1 topic
- Rare Earth Elements1▲ 20×1 topic
- Cathode Materials1▲ 7.2×2 topics
- Renewable Energy1▲ 1.91×4 topics
- Mycobacterium avium1▲ 74×1 topic
- Nontuberculous Mycobacteria1▲ 74×1 topic
- Sustainable Development1▲ 1.57×6 topics
Which research topics does SmartFactory (Germany) publish most on?
By volume in 2022–2025: Flexible and Reconfigurable Manufacturing Systems, Digital Transformation in Industry, Scheduling and Optimization Algorithms and Manufacturing Process and Optimization.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Flexible and Reconfigurable Manufacturing Systems Industrial and Manufacturing Engineering 4 works
- 2 Digital Transformation in Industry Industrial and Manufacturing Engineering 3 works
- 3 Scheduling and Optimization Algorithms Industrial and Manufacturing Engineering 2 works
- 4 Manufacturing Process and Optimization Industrial and Manufacturing Engineering 2 works
- 5 Advanced Battery Technologies Research Automotive Engineering 1 works
- 6 Recycling and Waste Management Techniques Industrial and Manufacturing Engineering 1 works
- 7 Extraction and Separation Processes Mechanical Engineering 1 works
- 8 Mycobacterium research and diagnosis Epidemiology 1 works
- 9 Business Process Modeling and Analysis Management Information Systems 1 works
- 10 Smart Cities and Technologies Media Technology 1 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has SmartFactory (Germany)'s research output changed?
Output in 2018–2022 was 75% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Kaiserslautern
- University of Kaiserslautern
- German Research Centre for Artificial Intelligence
- Fraunhofer Institute for Industrial Mathematics
- Fraunhofer Institute for Experimental Software Engineering
- University of Applied Sciences Kaiserslautern
- Leibniz-Institut für Verbundwerkstoffe GmbH
- Westpfalz Klinikum
- Institut für Biotechnologie und Wirkstoff-Forschung
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.