Evaluation and Optimization Models
Evaluation and Optimization Models is a research topic within Safety, Risk, Reliability and Quality. Science Explorer counts 33k research works in it since 1960. 2.6% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the comprehensive assessment of safety in energy and infrastructure, covering topics such as coal mine safety, power system risk evaluation, supply chain management, traffic safety assessment, and fault diagnosis using neural networks and fuzzy methods.
- Safety Assessment
- Neural Network
- Risk Evaluation
- Supply Chain
- Power System
- Fuzzy Method
- Traffic Safety
- Fault Diagnosis
- Coal Mine
- Data Mining
- Research works
- 33k fractional, since 1960
- In the world top 10%
- 867 per year above
- Top-10% rate
- 2.6% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- -78% the tick is no change
Which countries lead Evaluation and Optimization Models research?
By volume, China and Indonesia publish the most (961 and 22 works in 2022–2025).
By volume, 2022–2025
- 1 China 961 works
- 2 Indonesia 22 works
- 3 United States 21 works
- 4 India 19 works
- 5 ?? 16 works
- 6 Vietnam 12 works
- 7 Iran 12 works
- 8 United Kingdom 10 works
- 9 Malaysia 8 works
- 10 Australia 6 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 Evaluation and Optimization Models research?
By volume in 2022–2025, State Grid Corporation of China (China) publishes the most Evaluation and Optimization Models research, followed by North China Electric Power University and Beijing Jiaotong University.
By volume, 2022–2025
- 1 State Grid Corporation of China (China)China 18 works
- 2 North China Electric Power UniversityChina 16 works
- 3 Beijing Jiaotong UniversityChina 16 works
- 4 Shanghai Electric (China)China 13 works
- 5 China University of Mining and TechnologyChina 12 works
- 6 Wuhan University of TechnologyChina 12 works
- 7 Liaoning Technical UniversityChina 12 works
- 8 Chang'an UniversityChina 10 works
- 9 China Southern Power Grid (China)China 9 works
- 10 Sichuan UniversityChina 9 works
Who are the leading researchers in Evaluation and Optimization Models?
The most-cited researchers publishing on Evaluation and Optimization Models include Zeshui Xu.
- 1 Zeshui Xu China 3.3k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Evaluation and Optimization Models research done?
The largest centres of Evaluation and Optimization Models research in 2022–2025 are Beijing (China), Xi'an (China), Shanghai (China) and Wuhan (China). Among places with at least 20 works in it, it is an unusually large share of all research in Xi'an, Jinan and Wuhan.
Largest cities, 2022–2025
Where it is the local speciality
- Xi'anCN · 61.5 works7.1×
- JinanCN · 27.5 works6.2×
- WuhanCN · 50.8 works5.7×
- ChongqingCN · 24.2 works5.2×
- BeijingCN · 191.5 works5.0×
Location quotient: how much more of its research is in Evaluation and Optimization Models than the world average.
Where is the best place to study Evaluation and Optimization Models?
Among universities, judged by research, China University of Mining and Technology, North China Electric Power University and Beijing Jiaotong University 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 | China University of Mining and TechnologyChina | 70.3 | 29.7% | 13.8× | 12 | -86.0% |
| 2 | North China Electric Power UniversityChina | 52.8 | 8.7% | 21.6× | 16 | -69.4% |
| 3 | Beijing Jiaotong UniversityChina | 49.8 | 3.5% | 23.2× | 16 | -80.0% |
| 4 | Wuhan University of TechnologyChina | 46.1 | 7.1% | 13.2× | 12 | -87.1% |
| 5 | Liaoning Technical UniversityChina | 44.6 | 11.4% | 60.6× | 12 | -85.1% |
| 6 | Chang'an UniversityChina | 44.2 | 6.5% | 25.0× | 10 | -81.7% |
| 7 | Tongji UniversityChina | 35.4 | 19.5% | 5.8× | 8 | -87.6% |
| 8 | Central South UniversityChina | 18.9 | 11.6% | 4.5× | 8 | -87.7% |
| 9 | Sichuan UniversityChina | 10.6 | 3.8% | 4.7× | 9 | -77.2% |
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 Evaluation and Optimization Models research growing?
Output in 2018–2022 was 78% lower than in 2013–2017, peaking in 2010.
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.