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田んぼの命を見守るIoT@Kawagoe

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Avatar for Nobuo Hayashi Nobuo Hayashi
February 16, 2020
Technology
180
0

 田んぼの命を見守るIoT@Kawagoe

Avatar for Nobuo Hayashi

Nobuo Hayashi

February 16, 2020

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Transcript

  1. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ాΜ΅ͷ໋ΛݟकΔ*P5 ೥໨ͷ௅ઓ ాΜ΅*P5ηϛφʔ ྛɹ৳෉

    1

  2. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੲ͸ !2 ύιίϯࢽͷฤू௕

  3. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !3 ͜Μͳͷͱ͔

  4. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !4 ͜Μͳͷ

  5. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !5 Ҿୀޙ ੲ͸औ૊Ίͳ͔ͬͨϓ ϩάϥϜɺγεςϜઃ

    ܭɺ޻࡞ʹ͸·Γத

  6. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !6 ྛ৳෉ OPCVPI 

    5XJUUFS !IBZB@TBOO 'BDFCPPLຊ໊Ͱग़͍ͯ·͢ɻ༑ୡʹͳͬͯͶ

  7. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ w ిݯ΋ωοτϫʔΫ΋ͳ͍৔ॴͰ w Ͱ͖Δ͚ͩ҆Ձʹɻػث΋ωοτ΋

    w ాΜ΅ͷࠓ͕෼͔Δ࢓૊ΈΛ࡞Δ w ηΩϡϦςΟ֬อ w ࢭ·Βͳ͍࢓૊Έ࡞Γ w ଞͷ࢓૊Έͱͷൺֱ w ͞ΒʹલʹɻڠྗऀืΔ !7 ࠓ೔͓࿩͢͠Δ͜ͱ

  8. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೥฻ʹ࠷ॳ ͷษڧձ։࢝ ೥ɿΧϝϥՔಈ ೥ɿ̎߸ػ౤ೖ

    ೥ɿ̎߸ػෆௐ ೥ɿ̎߸ػվྑ൛ !8

  9. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !9 ࣮ݱ͍ͨ͜͠ͱ w Ҵͷੜ௕֬ೝ

    w ग़ึͷ֬ೝ w ؾ৅σʔλɿಛʹ೔ͷฏۉؾԹ w ిݯɺωοτϫʔΫͷͳ͍ͱ͜ΖͰ࿈ଓӡస w ׬શͳηΩϡϦςΟͷ֬อ ͜ͷೋͭ͸ߴਫ਼ࡉը૾͕ඞཁ !9

  10. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !10 !10 ࣮ݱͨ͜͠ͱ !10

  11. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ϚίϞͷੜ௕ΛݟकΔ !11

  12. !12

  13. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ https://camera.hkose.com/dailySlideShow_v7.php !13

  14. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ https://camera.hkose.com/dailySlideShow_v7.php !14

  15. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৘ใऩूγεςϜҎ্ʹϒϥ΢βʹ੒Ռ !15

  16. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔ؒʹ౉ͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ IUUQTZPVUVCFXL14Z$BD$;P ඵͰৼฦΔ͔Θ͑͝ཬࢁߞ෱ถͷ೔ !16

  17. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔ؒʹ౉ͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ ඵͰৼฦΔ͔Θ͑͝ཬࢁߞ෱ถͷ೔ IUUQTZPVUVCFXL14Z$BD$;P !17

  18. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ͔Θ͑͝Ͱͷඞਢ৚݅ ຊମՁ֨ສԁ ిݯແ͠ ωοτϫʔΫແ͠

    !18

  19. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ද ͔Θ͑͝ཬࢁɾఆ఺؍ଌ૷ஔɹγεςϜ։ൃҰࣜ ̍ʣ௒খܕίϯϐϡʔλʔγεςϜ ʢΧϝϥɺԹ౓ηϯαʔº̎ɺؾѹηϯαʔɺ࣪౓ηϯαʔɺ೔রηϯαʔΛؚΉʣ

    3BTQCFSSZ1J.PEFM" ʢ34ίϯϙʔωϯπ੡ʣ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH 3BTQCFSSZ1JΧϝϥϞδϡʔϧ7ɿ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH Թ౓ɺর౓ɺؾѹɺ࣪౓ηϯαʔɿ  ԁ ిѹηϯαʔճ࿏ NJDSP4%Χʔυɻ(#YຕɻDMBTTҎ্ɺτϥϯηϯυ  ԁ ௨৴ճઢ 403"$0.ελʔλʔΩοτʢ(64#υϯάϧ",ಉࠝʣ  ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH ̎ʣిݯ૷ஔ ిݯίϯτϩʔϧϞδϡʔϧɿΧελϜઃܭͷిࢠճ࿏ɿ෦඼୅  ԁ ϚΠίϯɿ.41(ɺ1DI.04'&5ɺఆిѹϨΪϡϨʔλʔ ๷ਫɾ଱ީέʔεʢԁʴૹྉʣ  ԁ IUUQTXXXNPOPUBSPDPNQ ഑ઢ༻ճ࿏ج൘ ԁ ίωΫλʔɺ഑ઢࡐྉɺΧϝϥอޢΨϥε  ԁ ʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹ ػࡐ෦ࡐ߹ܭ  ԁ !19

  20. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !20 w ιʔϥʔॆిίϯτϩʔϥɿԁ w

    8ɹଠཅޫύωϧ8
 ʢྫɿژηϥ੡ηϧɿԁʣ w 7"IߴੑೳγʔϧυόοςϦʔ
 81ɿԁ w ௨৴ྉۚɿ໿ԁʗ݄ w جຊྉۚɿԁ೔ σʔλ௨৴ͷΈͷ৔߹  w σʔλ௨৴ྉɿԁ.#ʙ ిݯʢ࠷খߏ੒ʣ

  21. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !21 ج൘͔Βઃܭ

  22. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !22

  23. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !23 "NCJEBUB

  24. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݟࣄʹಇ͍ͯɺઌ΄Ͳͷࣸਅ !24

  25. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w िؒʙ೔ಈ͍ͯࢭ·Δ w

    ᢰ೉ਏۤͷݪҼڀ໌ w Ұͭ௵͢ͱ·ͨҰͭ໰୊ !25

  26. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w ෺ཧతো֐΋͍Ζ͍Ζ͋ͬͨ w

    མཕ w ୆෩ !26

  27. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਖ਼ৗಈ࡞࣌ !27

  28. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ҟৗಈ࡞࣌ !28

  29. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ऩ֭લʹࣄ݅ൃੜ w Կ͕໰୊ͩͬͨͷ͔ʁ w

    ઃܭͨ͜͠ͱͱ͸ҧ͏͜ͱ͕ཪͰى͍ͬͯ͜ΔΒ͍͠ɻ
 ͦ͜Ͱɺίϯϐϡʔλʔͷىಈ͔ΒԿ͕ى͍ͬͯ͜Δ͔Λ ஞҰௐ΂Δ͜ͱʹͨ͠ɻ !29

  30. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !30 QJ!SBTQCFSSZQJdENFTH5 <4VO/PW>#PPUJOH-JOVYPOQIZTJDBM$16Y <4VO/PW>-JOVYWFSTJPO

     ED!ED914  HDDWFSTJPO DSPTTUPPM/(DSPTTUPPMOHH 'SJ4FQ#45 <4VO/PW>$16"3.WDPNQBUJCMFQSPDFTTPS<GC>SFWJTJPO "3.W DSDE <4VO/PW>$161*157*15OPOBMJBTJOHEBUBDBDIF 7*15OPOBMJBTJOHJOTUSVDUJPODBDIF <4VO/PW>0'GEU.BDIJOFNPEFM3BTQCFSSZ1J.PEFM"1MVT3FW <4VO/PW>.FNPSZQPMJDZ%BUBDBDIFXSJUFCBDL <4VO/PW>DNB3FTFSWFE.J#BUY <4VO/PW>0OOPEFUPUBMQBHFT <4VO/PW>GSFF@BSFB@JOJU@OPEFOPEF QHEBUDD OPEF@NFN@NBQEDB <4VO/PW>/PSNBM[POFQBHFTVTFEGPSNFNNBQ <4VO/PW>/PSNBM[POFQBHFTSFTFSWFE <4VO/PW>/PSNBM[POFQBHFT -*'0CBUDI <4VO/PW>QDQVBMMPDTSEVBMMPD  <4VO/PW>QDQVBMMPD<> <4VO/PW>#VJMU[POFMJTUT NPCJMJUZHSPVQJOHPO5PUBMQBHFT <4VO/PW>,FSOFMDPNNBOEMJOFCDN@GCGCXJEUICDN@GCGCIFJHIUCDN@GCGCTXBQWD@NFNNFN@CBTFYFDWD@NFNNFN@TJ[FY EXD@PUHMQN@FOBCMFDPOTPMFUUZ"." DPOTPMFUUZSPPU1"3566*%BBESPPUGTUZQFFYUFMFWBUPSEFBEMJOFGTDLSFQBJSZFTSPPUXBJU <4VO/PW>1*%IBTIUBCMFFOUSJFT PSEFS CZUFT  <4VO/PW>%FOUSZDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT  <4VO/PW>*OPEFDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT  <4VO/PW>.FNPSZ,,BWBJMBCMF ,LFSOFMDPEF ,SXEBUB ,SPEBUB ,JOJU ,CTT ,SFTFSWFE ,DNBSFTFSWFE  <4VO/PW>7JSUVBMLFSOFMNFNPSZMBZPVU WFDUPSY⒎⒎Y⒎⒎ L#  pYNBQY⒎DY⒎G L#  WNBMMPDYEY⒎ .#  MPXNFNYDYE .#  NPEVMFTYCGYD .#  UFYUYDYDGFE L#  JOJUYDDEYDB L#  EBUBYDBYDDDGF L#  CTTYDEGYDBBFD L#  <4VO/PW>4-6#)8BMJHO 0SEFS .JO0CKFDUT $16T /PEFT <4VO/PW>GUSBDFBMMPDBUJOHFOUSJFTJOQBHFT <4VO/PW>/3@*324 OS@JSRT QSFBMMPDBUFEJSRT <4VO/PW>TDIFE@DMPDLCJUTBUL)[ SFTPMVUJPOOT XSBQTFWFSZOT <4VO/PW>DMPDLTPVSDFUJNFSNBTLY⒎⒎⒎⒎NBY@DZDMFTY⒎⒎⒎⒎ NBY@JEMF@OTOT <4VO/PW>CDNTZTUFNUJNFS JSR  <4VO/PW>$POTPMFDPMPVSEVNNZEFWJDFY <4VO/PW>DPOTPMF<UUZ>FOBCMFE <4VO/PW>$BMJCSBUJOHEFMBZMPPQ#PHP.*14 MQK  <4VO/PW>QJE@NBYEFGBVMUNJOJNVN <4VO/PW>.PVOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT  <4VO/PW>.PVOUQPJOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT 

  31. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !31 5SDMPDBM SDMPDBMNBJO 4UBSUFEMPHHJOHUPWBSMPHpFME@MPDBUJPOMPH

    SDMPDBMWFSߋ৽ɿ  6/*5'*-&45"5& BVUPMPHJO!TFSWJDFFOBCMFE BWBIJEBFNPOTFSWJDFFOBCMFE CMVFUPPUITFSWJDFFOBCMFE DPOTPMFTFUVQTFSWJDFFOBCMFE DSPOTFSWJDFFOBCMFE ECVTPSHCMVF[TFSWJDFFOBCMFE ECVTPSHGSFFEFTLUPQ"WBIJTFSWJDFFOBCMFE EIDQDETFSWJDFFOBCMFE EIDQDETFSWJDFFOBCMFE EJTQMBZNBOBHFSTFSWJDFFOBCMFE GBLFIXDMPDLTFSWJDFFOBCMFE HMESJWFSUFTUTFSWJDFFOBCMFE IDJVBSUTFSWJDFFOBCMFE LFZCPBSETFUVQTFSWJDFFOBCMFE MJHIUENTFSWJDFFOBCMFE OFUXPSLJOHTFSWJDFFOBCMFE QQQEEOTTFSWJDFFOBCMFE SBTQCFSSZQJOFUNPETTFSWJDFFOBCMFE SQJEJTQMBZCBDLMJHIUTFSWJDFFOBCMFE STZODTFSWJDFFOBCMFE STZTMPHTFSWJDFFOBCMFE TTITFSWJDFFOBCMFE TTITXJUDITFSWJDFFOBCMFE TZTMPHTFSWJDFFOBCMFE TZTUFNEUJNFTZODETFSWJDFFOBCMFE USJHHFSIBQQZTFSWJDFFOBCMFE WODTFSWFSYTFSWJDFETFSWJDFFOBCMFE XBUDIEPHTFSWJDFFOBCMFE XJpDPVOUSZTFSWJDFFOBCMFE BWBIJEBFNPOTPDLFUFOBCMFE USJHHFSIBQQZTPDLFUFOBCMFE EFGBVMUUBSHFUFOBCMFE NVMUJVTFSUBSHFUFOBCMFE OGTDMJFOUUBSHFUFOBCMFE SFNPUFGTUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE VOJUpMFTMJTUFE <<N0,<N>4UBSUFE0QFO#4%4FDVSF4IFMMTFSWFS <NUPTUPQUIJTBVUPSVOTDSJQU TFU130(3".48*5$)PO<N <NXJUIJOTFDPOET<N <<N0,<N>4UBSUFE-4#FYJN.BJM5SBOTQPSU"HFOU

  32. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػ͸ݱࡏ҆ఆՔಇத w ͨͿΜɺηΩϡϦςΟΞοϓσʔτ͕ѱ͞Λ͍ͯ͠ΔͷͰ ͸ͳ͍͔ɺͱݟ౰Λ෇͚


    ɹɹ͜ͷػೳΛετοϓͨ͠ w ҎԼͷ௨Γɺਖ਼ৗʹಈ͍͍ͯΔ w IUUQTBNCJEBUBJPDIDIBOOFMIUNM JE !32

  33. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ म෮ޙշௐʹಈ࡞ !33

  34. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ Ұఆ͓͖࣌ؒʹʮڧ੍࠶ىಈʯ ͤ͞Δʮճ࿏ʯΛઃܭ͢Δ͔ʁ w ҰఆϨϕϧͷղܾΛΈ͕ͨɺߋͳΔ׬ᘳΛ໨ࢦ͍ͨ͠

    !34

  35. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ʮڧ੍࠶ىಈʯج൘ w 3BTQCFSSZ1J.PEFM# ༻΢Υονυοάج൘

    w 4XJUDI4DJFODFͰԁ !35

  36. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ σʔλ஝ੵˠϏοάσʔλͷ׆༻ʹ݁ͼ͚ͭΔ  w ೶ۀͱ؀ڥͱͷؔ܎Λ͞Βʹਂ͘୳ٻ͠Α͏

    w খ੉ݚڀࣨͱͷ࿈ܞΛਂΊ͍ͨ !36

  37. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ೔রσʔλΛऔ͍ͬͯΔ͕ɺ औΓํ͸͜ΕͰ͍͍͔ʁ w ২෺ҭ੒ʹӨڹͷ͋Δ೾௕ΛଌΔඞཁ͸ແ͍͔ʁ

    !37

  38. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২෺ͷੜҭେ͖͘Өڹ͢Δ$  !38

  39. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ $ ηϯαʔ w 6*05&$.);#$0Ϟχλ༻੺֎

    ઢηϯα/%*3ɹ11. w ˇ  !39

  40. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২෺ͷੜҭେ͖͘Өڹ͢Δ$  w $0ͷ༗ޮͳଌΓํʹ͍ͭͯ೶Ո͞Μͷ஌ݟɺখ੉ݚڀ

    ࣨͷॿݴΛڼ͍͗ͨ !40

  41. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ౔தԹ౓ w ݱࡏɺ༗ޮʹػೳ͍ͯ͠Δ͕ɺਫాʹ༗ޮͳͷ͔ʁ w

    ఍߅஋ʢిྲྀ஋ʣΛଌΔͷͰిۃͷ෗৯͕ܹ͍͠ˠ੩ ి༰ྔࣜʹมߋ w !41

  42. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਫ໘ߴ w ਫ໘ߴͷଌఆ͸ෆཁʁ w

    ઐ໳Ոʹฉ͘ͱɺਫాΛ౉Δ෩͕ਫ໘ΛภΒͤΔ !42

  43. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !43

  44. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !44 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1

  45. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ؾ৅ிͷެࣜఏڙσʔλ !45

  46. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !46 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ؾ৅ிఏڙͷσʔλ

  47. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !47 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ઒ӽ෱ాͷాΜ΅ɿొख़ੵࢉؾԹʢؾ৅ிʴ̎߸ػʴখ੉ઌੜʣ

  48. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ಘΒΕͨوॏͳ஌ݟ 48

  49. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݱ஍ͷؾ৅σʔλ͸ ଌఆෆཁ ͜͏͍͏஌ݟ͸΍ͬͯΈͯॳΊͯ෼͔ͬͨ͜ͱɻ 49

  50. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɺσόΠεͷ ༏ྼൺֱݕ౼ w Ձ֨ɺੑೳ͔ΒݱࡏͷγεςϜͰྑ͍ͷ͔ʁ

    !50

  51. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ *P5޲͚௨৴ճઢ -18"ʢ-PX1PXFS8JEF"SFBʣͱ( -5& !51

    8"/ LN  8-"/ ʢNʣ 81"/ ʢNʣ 8#"/ ʢ̍Nʣ ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹ σʔλϨʔτʢ.CQTʣ /'$ 8J46/ ;JH#FF ;8BWF -18" TJHGPY -5&. -P3B8"/ /#*P5 #MVFUPPUI ϞόΠϧճઢ ʢ4PSBDPNɺ**+ʣ 8J'J ೥ؒԁ͔Β ೔ԁ͔Β ాΜ΅Ͱ࢖͏

  52. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPɺ. w 3BTQCFSSZ1JͳΜ͔ΑΓ΋ͬͱ҆ͯ͘؆ศͳͷ͕͋ΔΜ ͡Όͳ͍ͷʁ

    !52

  53. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPʴ-5& w 8JP-5&+17FSTJPO w

    ԁ !53

  54. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽σόΠεɿ.4UBDL -5& w ΞϯςφΛ౥ࡌͨ͠.4UBDL༻ͷ(Ϟδϡʔϧ

    w  ԁ !54

  55. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɿ4JHGPY w 4JHGPY4IJFMEGPS"SEVJOP 6OB4IJFME74

     w ԁ w ௨৴ྉۚɿ೥ؒԁ w ໔ڐෆཁ.)[ w ఻ൖڑ཭͕௕͘ɺ࠷େLNఔ౓ͷ௕ڑ཭௨৴͕Մೳ !55

  56. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ԿΛͲ͏औΔͷ͔ʁ !56

  57. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ औਫͷίϯτϩʔϧ !57

  58. 2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੋඇ͝Ұॹʹ ߟ͑·͠ΐ͏ !58