Grey System Theory Applications
Grey System Theory Applications is a research topic within Management Science and Operations Research. Science Explorer counts 13k research works in it since 1956. 9.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of Grey System Theory in forecasting various aspects related to energy consumption, CO2 emissions, and renewable energy. The papers explore the use of time series prediction models, nonlinear grey models, and multivariable grey models to forecast electricity demand, renewable energy consumption, and CO2 emissions. Additionally, the cluster discusses the optimization and application of fractional grey models for accurate forecasting.
- Grey System Theory
- Time Series Prediction
- Energy Consumption Forecasting
- CO2 Emissions
- Renewable Energy Consumption
- Electricity Demand Forecasting
- Nonlinear Grey Models
- Forecasting Model Optimization
- Multivariable Grey Model
- Fractional Grey Model
- Research works
- 13k fractional, since 1956
- In the world top 10%
- 1.3k per year above
- Top-10% rate
- 9.9% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +28% the tick is no change
- Largest producer
China
78% of the 10 largest, 2022-now
Which countries lead Grey System Theory Applications research?
By volume, China and India publish the most (1.6k and 101 works in 2022-now).
By volume, 2022-now
- 1
China
1.6k works
- 2
India
101 works
- 3
United States
82 works
- 4
Indonesia
64 works
- 5
Türkiye
52 works
- 6
United Kingdom
36 works
- 7
Vietnam
31 works
- 8
Taiwan
31 works
- 9 ?? 30 works
- 10
Malaysia
25 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 Grey System Theory Applications research?
By volume in 2022-now, Nanjing University of Aeronautics and Astronautics publishes the most Grey System Theory Applications research, followed by North China Electric Power University and Hebei University of Engineering.
By volume, 2022-now
- 1
Nanjing University of Aeronautics and AstronauticsChina
48 works
- 2
North China Electric Power UniversityChina
29 works
- 3
Hebei University of EngineeringChina
24 works
- 4
State Grid Corporation of China (China)China
22 works
- 5
Chinese Academy of SciencesChina
18 works
- 6
Chongqing Technology and Business UniversityChina
18 works
- 7
Wuhan University of TechnologyChina
18 works
- 8
Nanjing University of Information Science and TechnologyChina
16 works
- 9
Shanghai Electric (China)China
15 works
- 10
Chongqing University of Posts and TelecommunicationsChina
14 works
Who are the leading researchers in Grey System Theory Applications?
The most-cited researchers publishing on Grey System Theory Applications include Kai You Wang and Hua Zhang.
- 1
Kai You Wang
China
224k citations
- 2
Hua Zhang
Singapore
196k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Grey System Theory Applications research done?
The largest centres of Grey System Theory Applications research in 2022-now are Beijing (China), Nanjing (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 Handan.
Largest cities, 2022-now
Where it is the local speciality
- HandanCN · 25.7 works80×
Location quotient: how much more of its research is in Grey System Theory Applications than the world average.
Where is the best place to study Grey System Theory Applications?
Among universities, judged by research, Nanjing University of Aeronautics and Astronautics, Macau University of Science and Technology and Zhejiang University of Finance and Economics 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 first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.
Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.
Every institution in Grey System Theory Applications, country by countryIs Grey System Theory Applications research growing?
Output in 2022-2025 was 28% higher than in 2018-2021, peaking in 2011. The fastest-growing topics are Grey System Theory Applications.
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is Grey System Theory Applications as a percentage of every work published that year, 0.012% in 2024.
Fractional works of Grey System Theory Applications over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year.
Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.
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.
Discussion
Ask a question or share a note about Grey System Theory Applications. Posts are plain text and can be reported.