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How Internet of things is moving
into AGVs
A quick draft analysis done with the help of
VantagePoint and Goldfire, two powerful tools
deployed by Soluciones de Productividad para la
Innovación y el Big Data científico y
tecnológico
Valencia, Spain
For this research, more than three thousands scientific articles
from Web of Science and Scopus as well as more than ten
thousands of patent families from the EPO as well as millions of
articles of trusted sources as IEEE, Mc Graw Hill, Springer, SAE,
ASTM etc., have been analyzed
Terms related to Internet of things have been grouped and
analyzed to see who is leading and in what fields.
The result is a short set of analysis to
see where things are moving.
What is the system and
the ecosystem in the AGV
and what is the impact of
the IoT ?
THE AGV SYSTEM
Powered by Goldfire
A basic model of the functions in an AGV system: are they
enough performant ? Can we set exactly the challenges to be
improved?
To the
ecosystem
THE AGV‘ IoT ECOSYSTEM
Source: Harvard Business Review, adapted
Control in AGVs is one of the leading terms in research, here the
timeline in scientific activity(nº of publications per year) about the control
of automated guided vehicles and synonyms
Powered by VantagePoint
THE AGV SYSTEM: some trends
Leading terms
related to Internet of
Things (IoT) and how
AGVs patenting
companies weigh in
such terms.
The larger the word, the
more cited it is.
Powered by VantagePoint
THE AGV SYSTEM: what do these publictions talk about?
Patent classifications: Where leading assignees
distribute their patent strategies in AGVs.
Powered by VantagePoint
Chart of emerging IPC codes
Emergence is calculated in % and should have more
than one in every three years G08G 1/16 ‘Traffic
control systems…’
navigation sensor
position sensor
infrared sensor
ultrasonic sensor
Hall effect sensor array
0
5
10
15
20
25
30
35
40
45
50
1985
1987
1988
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
navigation sensor
magnetic sensor
position sensor
obstacle sensor
infrared sensor
optical sensor
ultrasonic sensor
angle sensor
Hall effect sensor array
What are the most patent cited sensors for
controling AGVs ? What is their rythm of evolution?
Powered by VantagePoint
Assessing
collaborations
based on
authors
To notice the collaboration
between the Delft University of
Netherland and Toyota the
‘Keiretsu ‘manufacturer
Powered by VantagePoint
Getting direct answers instead of a pile of documents, the productivity of
your R&D team will sky rocket everyday
Using tailored
synonyms
Powered by Goldfire
One possible lens for getting
rapid answers: failures of AGVs
and number of articles from
which they were extracted
Powered by Goldfire
Powered by Goldfire
THE AGV SYSTEM: customer sentiment
In which countries are patent assignees
concentrated?
Powered by VantagePoint
Powered by VantagePoint
THE AGV SYSTEM: a quick view
Selecting all the terms related to IoT : what are the companies, who the
inventors, what the trend, what the articles, what the Countries, etc.
A quick first Conclusion:
The internet of things, its communication and sensor technology is
allowing companies to control & fix predictively, to propose &
optimize smart routes for the vehicles, to offer added services to
customers…
Its penetration is increasing
The advance of IoT depends on the rhythm of advance of its
ecosystem technologies and the payers behind. Companies should
keep an eye into all these, not to be late or too early.
thank you !
THE AGV SYSTEM

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Ecosystem Iot and trends slide share

  • 1. How Internet of things is moving into AGVs A quick draft analysis done with the help of VantagePoint and Goldfire, two powerful tools deployed by Soluciones de Productividad para la Innovación y el Big Data científico y tecnológico Valencia, Spain
  • 2. For this research, more than three thousands scientific articles from Web of Science and Scopus as well as more than ten thousands of patent families from the EPO as well as millions of articles of trusted sources as IEEE, Mc Graw Hill, Springer, SAE, ASTM etc., have been analyzed Terms related to Internet of things have been grouped and analyzed to see who is leading and in what fields. The result is a short set of analysis to see where things are moving.
  • 3. What is the system and the ecosystem in the AGV and what is the impact of the IoT ?
  • 4. THE AGV SYSTEM Powered by Goldfire A basic model of the functions in an AGV system: are they enough performant ? Can we set exactly the challenges to be improved? To the ecosystem
  • 5. THE AGV‘ IoT ECOSYSTEM Source: Harvard Business Review, adapted
  • 6. Control in AGVs is one of the leading terms in research, here the timeline in scientific activity(nº of publications per year) about the control of automated guided vehicles and synonyms Powered by VantagePoint THE AGV SYSTEM: some trends
  • 7. Leading terms related to Internet of Things (IoT) and how AGVs patenting companies weigh in such terms. The larger the word, the more cited it is. Powered by VantagePoint THE AGV SYSTEM: what do these publictions talk about?
  • 8. Patent classifications: Where leading assignees distribute their patent strategies in AGVs. Powered by VantagePoint Chart of emerging IPC codes Emergence is calculated in % and should have more than one in every three years G08G 1/16 ‘Traffic control systems…’
  • 9. navigation sensor position sensor infrared sensor ultrasonic sensor Hall effect sensor array 0 5 10 15 20 25 30 35 40 45 50 1985 1987 1988 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 navigation sensor magnetic sensor position sensor obstacle sensor infrared sensor optical sensor ultrasonic sensor angle sensor Hall effect sensor array What are the most patent cited sensors for controling AGVs ? What is their rythm of evolution? Powered by VantagePoint
  • 10. Assessing collaborations based on authors To notice the collaboration between the Delft University of Netherland and Toyota the ‘Keiretsu ‘manufacturer Powered by VantagePoint
  • 11. Getting direct answers instead of a pile of documents, the productivity of your R&D team will sky rocket everyday Using tailored synonyms Powered by Goldfire
  • 12. One possible lens for getting rapid answers: failures of AGVs and number of articles from which they were extracted Powered by Goldfire
  • 13. Powered by Goldfire THE AGV SYSTEM: customer sentiment
  • 14. In which countries are patent assignees concentrated? Powered by VantagePoint
  • 15. Powered by VantagePoint THE AGV SYSTEM: a quick view Selecting all the terms related to IoT : what are the companies, who the inventors, what the trend, what the articles, what the Countries, etc.
  • 16. A quick first Conclusion: The internet of things, its communication and sensor technology is allowing companies to control & fix predictively, to propose & optimize smart routes for the vehicles, to offer added services to customers… Its penetration is increasing The advance of IoT depends on the rhythm of advance of its ecosystem technologies and the payers behind. Companies should keep an eye into all these, not to be late or too early. thank you ! THE AGV SYSTEM