Advanced Control Systems Optimization
Advanced Control Systems Optimization is a research topic within Control and Systems Engineering. Science Explorer counts 70k research works in it since 1950. 20.2% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of Model Predictive Control (MPC) in industrial processes, covering topics such as optimization, robust control, stability analysis, and real-time implementation. It explores the use of MPC for handling nonlinear systems, distributed control strategies, and its application in various industrial settings.
- Model Predictive Control
- Optimization
- Nonlinear Systems
- Robust Control
- Distributed Control
- Stability Analysis
- Real-time Optimization
- Nonlinear MPC
- Industrial Applications
- Constraint Handling
- Research works
- 70k fractional, since 1950
- In the world top 10%
- 14k per year above
- Top-10% rate
- 20.2% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +2% the tick is no change
Which countries lead Advanced Control Systems Optimization research?
By volume, China and the United States publish the most (3.4k and 1.2k works in 2022–2025).
By volume, 2022–2025
- 1 China 3.4k works
- 2 United States 1.2k works
- 3 Germany 559 works
- 4 India 503 works
- 5 France 319 works
- 6 United Kingdom 273 works
- 7 Italy 268 works
- 8 Canada 230 works
- 9 Japan 228 works
- 10 Brazil 203 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Advanced Control Systems Optimization research?
By volume in 2022–2025, Northeastern University publishes the most Advanced Control Systems Optimization research, followed by Harbin Institute of Technology and Beijing Institute of Technology.
By volume, 2022–2025
- 1 Northeastern UniversityChina 86 works
- 2 Harbin Institute of TechnologyChina 85 works
- 3 Beijing Institute of TechnologyChina 82 works
- 4 Shanghai Jiao Tong UniversityChina 75 works
- 5 Beihang UniversityChina 74 works
- 6 Tsinghua UniversityChina 69 works
- 7 Dalian University of TechnologyChina 61 works
- 8 Southeast UniversityChina 58 works
- 9 East China University of Science and TechnologyChina 54 works
- 10 Delft University of TechnologyNetherlands 50 works
Who are the leading researchers in Advanced Control Systems Optimization?
The most-cited researchers publishing on Advanced Control Systems Optimization include George E. P. Box, H. Vincent Poor and José Rodríguez.
- 1 George E. P. Box United States 10k citations
- 2 H. Vincent Poor United States 9.5k citations
- 3 José Rodríguez Chile 6.8k citations
- 4 Kalyanmoy Deb United States 6.7k citations
- 5 Guanrong Chen Hong Kong 5.4k citations
- 6 Witold Pedrycz Canada 5.4k citations
- 7 Peng Shi Australia 5k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Control Systems Optimization research done?
The largest centres of Advanced Control Systems Optimization research in 2022–2025 are Beijing (China), Shanghai (China), Nanjing (China) and Xi'an (China). Among places with at least 20 works in it, it is an unusually large share of all research in Gabès, Qufu and Jinzhou.
Largest cities, 2022–2025
Where it is the local speciality
- GabèsTN · 21.9 works28×
- QufuCN · 32.5 works17×
- JinzhouCN · 38.5 works15×
Location quotient: how much more of its research is in Advanced Control Systems Optimization than the world average.
Where is the best place to study Advanced Control Systems Optimization?
Among universities, judged by research, Shandong University of Science and Technology, Northeastern University and Qingdao University of Science and Technology score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Shandong University of Science and TechnologyChina | 61.7 | 21.4% | 8.8× | 42 | +250.8% |
| 2 | Northeastern UniversityChina | 59.9 | 22.0% | 9.9× | 86 | +11.7% |
| 3 | Qingdao University of Science and TechnologyChina | 58.8 | 32.1% | 11.8× | 43 | +15.9% |
| 4 | East China University of Science and TechnologyChina | 54.1 | 23.0% | 10.9× | 54 | -28.1% |
| 5 | Beijing Institute of TechnologyChina | 52.4 | 17.2% | 7.0× | 82 | +56.1% |
| 6 | IMT School for Advanced Studies LuccaItaly | 52.3 | 11.0% | 44.1× | 11 | +200.6% |
| 7 | University of StuttgartGermany | 51.7 | 18.5% | 9.6× | 33 | +30.4% |
| 8 | Eindhoven University of TechnologyNetherlands | 51.4 | 9.7% | 12.9× | 45 | -13.6% |
| 9 | TU Dortmund UniversityGermany | 50.9 | 10.7% | 13.1× | 33 | +59.8% |
| 10 | Qufu Normal UniversityChina | 50.5 | 11.3% | 18.4× | 32 | +83.2% |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Advanced Control Systems Optimization research growing?
Output in 2018–2022 was 2% higher than in 2013–2017, peaking in 2024. The fastest-growing topics are Advanced Control Systems Optimization.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.