- Research works
- 26 ▼ 84% vs 2013–17
- Citations
- 390 15.1 per fractional work
- Top-10% rate
- 0.0% record average 16.5%
- Open access
- 39% world 28%
Not ranked overall: Alstom (Spain) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
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.
Which keywords describe research at Alstom (Spain)?
By fractional works in all years, weighted toward what it does more of than the world: Vibration Analysis, Renewable Energy, Power Electronics, Neural Networks, Machine Learning, Deep Learning, Empirical Mode Decomposition and Fault Diagnosis.
- Ground Vibration
- Dynamic Interaction
- Embedded Systems
- Wind Power
- Doubly Fed Induction Generator
- High-Speed Trains
- Fault Diagnosis
- Neural Networks
- Machine Learning
- Renewable Energy
- Vibration Analysis
- Power Electronics
- Deep Learning
- Empirical Mode Decomposition
- Nonlinear Dynamics
- Rolling Contact Fatigue
- Offshore Wind Farms
- Control Strategies
- Aerodynamics
- Smart Grid
- Railway Dynamics
Size is fractional works in all years 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 21 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 21 words, with their numbers
- Vibration Analysis3▲ 43×4 topics
- Renewable Energy3▲ 13×5 topics
- Power Electronics3▲ 42×4 topics
- Machine Learning3▲ 5.0×4 topics
- Deep Learning3▲ 4.9×3 topics
- Neural Networks2▲ 9.0×2 topics
- Empirical Mode Decomposition2▲ 284×1 topic
- Fault Diagnosis2▲ 36×1 topic
- Nonlinear Dynamics2▲ 31×3 topics
- High-Speed Trains2▲ 119×3 topics
- Rolling Contact Fatigue2▲ 118×2 topics
- Doubly Fed Induction Generator1▲ 363×1 topic
- Offshore Wind Farms1▲ 113×2 topics
- Wind Power1▲ 65×1 topic
- Control Strategies1▲ 37×3 topics
- Embedded Systems1▲ 52×2 topics
- Aerodynamics1▲ 72×2 topics
- Dynamic Interaction1▲ 65×2 topics
- Smart Grid1▲ 14×2 topics
- Ground Vibration1▲ 169×1 topic
- Railway Dynamics1▲ 169×1 topic
Which research topics does Alstom (Spain) publish most on?
By volume in 2022–2025: Robotic Path Planning Algorithms, Modeling, Simulation, and Optimization, Bayesian Modeling and Causal Inference and Mechanical and Thermal Properties Analysis.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Robotic Path Planning Algorithms Computer Vision and Pattern Recognition 0 works
- 2 Modeling, Simulation, and Optimization Discrete Mathematics and Combinatorics 0 works
- 3 Bayesian Modeling and Causal Inference Artificial Intelligence 0 works
- 4 Mechanical and Thermal Properties Analysis Mechanical Engineering 0 works
- 5 Rough Sets and Fuzzy Logic Computational Theory and Mathematics 0 works
- 6 Railway Engineering and Dynamics Mechanical Engineering 0 works
- 7 Data Quality and Management Management Science and Operations Research 0 works
- 8 Natural Language Processing Techniques Artificial Intelligence 0 works
- 9 Software Engineering Research Information Systems 0 works
- 10 linguistics and terminology studies Language and Linguistics 0 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 Alstom (Spain)'s research output changed?
Output in 2018–2022 was 84% lower 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 Madrid
- Universitat de Barcelona
- Universitat Politècnica de Catalunya
- Universitat Pompeu Fabra
- Hospital Clínic de Barcelona
- Vall d'Hebron Hospital Universitari
- Hospital de Sant Pau
- Universitat Oberta de Catalunya
- Institució Catalana de Recerca i Estudis Avançats
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.