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                      Skill-Assist      and   Its  Related     Safety-Oriented
                                             Technology
                                                Yoji  YAMADA
                                           Intelligent  Systems  Institute,
                          National  Institute  of  Advanced  Industrial  and  Science  Technology  (AIST),
                             AIST  Tsukuba  Central  2, Tsukuba  City,  Ibaraki,  305-8568, Japan.


                                                   Abstract
                     Skill-Assist  is a kind  of power assist  devices which  has been  introduced  to labor-intensive final assembly lines
                  in automotive industry  for helping  workers mount  such heavy modular parts as instrumental  panels  on vehicles with
                  high  positioning  accuracy.  The paper  briefly  describes  a current  technology  which  has  been  already  implemented
                  on the  controller  of the  Skill-Assist  for  putting  it  to practical  use,  and a future  safeguarding  method  that has been
                  developed  on  a  laboratory  basis.  An  important  issue  on  putting  Skill-Assist  devices  into  practice  was  resoloved
                  by  attaining  a  certain  level  of  safeguarding  technology  which  follows  the  initial  productivity  enhancement  effort
                  of  controlling  the  devices  so  as  to  reflect  workers'  desired  skills  in  the  statistical  sense.  We  can  report  that  no
                  accident  or  system  failure  has  occurred  since  commencement  of  operation.  The  main part  of this paper  is  focused
                  on description of our laboratory-based  study concerning safeguarding  scheme against human operational slip. Finally,
                  a comment is made on how to put human-coexistence type service robots into practice  from  the viewpoint  of sceince
                  and  technology  study.
                                                  Index  Terms
                     power  assist  device, FTA, operation  slip, Hidden Markov  Model, control  policy,  service robot

                                         I.  INTRODUCTION  TO SKILL-ASSIST
                 In  1990's, increasing  numbers  of  automobile  manufacturers  have  adopted  modular  component  assembly  systems
               which  offer  various  merits.  However,  modular  components  are  larger  and  heavier  than  individual  parts.  In  view  of
               the  fact  that  an  assembly  process  involving  human  operators  can  easily  change  tasks  and  flexibly  adapt  to  varying
               demands,  a  technology  that  can  reduce  the  physical  workload  on  human  operators  during  modular  component
               installation  is  an  important  element  to be  incorporated  into  the  assembly  process.
                 Power  augmentation  in  heavy-duty  conveyance  operation,  especially  in  the  horizontal  direction,  is  important
               because  large  inertial  force  is  exerted  in  the  phase  of  positioning  a  heavy  load.  It  results  not  only  in  decreased
               production  efficiency  caused  by  deterioration  in  an  operator's  skill; it  also engenders  a condition  among  operators
               that  is  known  as  coxalgia.  Therefore,  we  proposed  construction  of  a  power  assist  device  called  "Skill-Assist"  for
               mounting  operations  in  automobile  assembly  processes.  Fig.  1  is  a picture  of  Skill-Assist  being  maneuvered  by
               an  operator  (a  worker)  in  an  actual  production  line.

                                                           Skill-Assist

                                                            instrument
                                                            penel




                                           vehicle body
                                                         operator
               Fig.  1.  Overview  of  a Skill-Assist  introduced  to a  production  line

                 The  Skill-Assist  varies  mechanical  impedance  depending  on  phases  in  a task  so  that  it reflects  workers'  desired
               skills  in the  statistical  sense. Concretely,  phase-dependent  variable  impedance  control  is  applied to controlling  each
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