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Research facility · Guangzhou · China

Guangdong Machinery Research Institute

gmi.org.cnROR OpenAlex
World rank, all time
#42,619
of 42,892
Rank in China
#3,531
of 3,536
Research works
139
▼ 66% vs 2013–17
Citations
160
1.1 per fractional work
Top-10% rate
17.4%
record average 16.5%
Open access
11%
world 28%

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.

Agricultural and Biological Sciences: 2.40× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.93× its world share, 1 worksBiochemistry, Geneti…Chemical Engineering: 3.56× its world share, 0 worksChemical EngineeringChemistry: 2.91× its world share, 1 worksChemistryComputer Science: 1.09× its world share, 1 worksComputer ScienceEngineering: 3.99× its world share, 8 worksEngineeringEnvironmental Science: 0.67× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.13× its world share, 0 worksMaterials ScienceMedicine: 0.08× its world share, 0 worksMedicineDecision Sciences: 0.86× its world share, 0 worksDecision Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 4.0×. Every wedge is a field page.

Which keywords describe research at Guangdong Machinery Research Institute?

By fractional works in all years, weighted toward what it does more of than the world: Internet of Things, Neural Network, Virtual Prototyping, Fuzzy Control, Control System, Knowledge Management, Multi-Agent Systems and Optimization.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Internet of Things14▲ 19×8 topics
  2. Neural Network14▲ 37×4 topics
  3. Virtual Prototyping13▲ 67×2 topics
  4. Fuzzy Control13▲ 60×2 topics
  5. Control System12▲ 70×3 topics
  6. Knowledge Management11▲ 18×2 topics
  7. Multi-Agent Systems9▲ 35×3 topics
  8. Optimization9▲ 12×6 topics
  9. Hydraulic System Modeling9▲ 103×1 topic
  10. Neural Networks9▲ 5.9×10 topics
  11. Simulation Technology9▲ 103×1 topic
  12. Robotics8▲ 26×5 topics
  13. Modeling8▲ 22×4 topics
  14. LabVIEW8▲ 52×2 topics
  15. Wireless Sensor Networks7▲ 13×3 topics
  16. Remote Sensing7▲ 4.6×3 topics
  17. Simulation7▲ 15×3 topics
  18. Fuzzy Logic7▲ 23×2 topics
  19. Genetic Algorithm7▲ 27×3 topics
  20. Monitoring System7▲ 59×2 topics
  21. Artificial Intelligence6▲ 5.2×4 topics
  22. Support Vector Machines6▲ 15×2 topics
  23. PID Control6▲ 67×1 topic
  24. Training System5▲ 68×1 topic
  25. Virtual Reality5▲ 10×1 topic
  26. Assembly Planning5▲ 41×1 topic
  27. Design for Manufacture5▲ 41×1 topic
  28. PID Controller5▲ 44×2 topics
  29. Machine Vision5▲ 17×5 topics
  30. Smart Grid4▲ 11×5 topics
  31. Temperature4▲ 24×1 topic
  32. Wireless Sensor Network4▲ 43×1 topic
  33. Drought Tolerance4▲ 22×2 topics
  34. Nonlinear Systems4▲ 14×3 topics
  35. Water Stress4▲ 121×2 topics
  36. Genomics4▲ 8.2×1 topic
  37. Order Picking4▲ 66×1 topic
  38. Sugarcane4▲ 278×1 topic
  39. Warehouse Design4▲ 66×1 topic
  40. Risk Evaluation4▲ 77×2 topics

Which research topics does Guangdong Machinery Research Institute publish most on?

By volume in 2022–2025: Spectroscopy and Chemometric Analyses, Non-Destructive Testing Techniques, Advanced Manufacturing and Logistics Optimization and Industrial Technology and Control Systems.

Spectroscopy and Chemome…1Spectroscopy and Chemometric Analyses: 1 fractional worksNon-Destructive Testing …1Non-Destructive Testing Techniques: 1 fractional worksAdvanced Manufacturing a…1Advanced Manufacturing and Logistics Optimization: 1 fractional worksIndustrial Technology an…0Industrial Technology and Control Systems: 0 fractional worksAdvanced Chemical Sensor Technologies: 0 fractional worksSmart Agriculture and AI: 0 fractional worksListeria monocytogenes i…0Listeria monocytogenes in Food Safety: 0 fractional worksRailway Engineering and Dynamics: 0 fractional worksSpectroscopy Techniques in Biomedical and Chemical Research: 0 fractional worksWelding Techniques and R…0Welding Techniques and Residual Stresses: 0 fractional works
Analytical ChemistryMechanical EngineeringIndustrial and Manufacturing EngineeringControl and Systems Engineering4 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Spectroscopy and Chemometric Analyses Analytical Chemistry 1 works
  2. 2 Non-Destructive Testing Techniques Mechanical Engineering 1 works
  3. 3 Advanced Manufacturing and Logistics Optimization Industrial and Manufacturing Engineering 1 works
  4. 4 Industrial Technology and Control Systems Control and Systems Engineering 0 works
  5. 5 Advanced Chemical Sensor Technologies Biomedical Engineering 0 works
  6. 6 Smart Agriculture and AI Plant Science 0 works
  7. 7 Listeria monocytogenes in Food Safety Biotechnology 0 works
  8. 8 Railway Engineering and Dynamics Mechanical Engineering 0 works
  9. 9 Spectroscopy Techniques in Biomedical and Chemical Research Biophysics 0 works
  10. 10 Welding Techniques and Residual Stresses Mechanical Engineering 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.

openly available11.3%not open88.7%

World: 28% of research is openly available.

with international co-authors2.9%domestic only97.1%

World: 19% is written across borders.

How has Guangdong Machinery Research Institute's research output changed?

Output in 2018–2022 was 66% lower than in 2013–2017.

199520002005201020152020
grewheldshrank

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 Guangzhou

All research institutions in Guangzhou

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.