{"id":5670,"date":"2026-02-12T10:02:07","date_gmt":"2026-02-12T10:02:07","guid":{"rendered":"https:\/\/pickandplacemachine.com\/?p=5670"},"modified":"2026-05-20T01:47:40","modified_gmt":"2026-05-20T01:47:40","slug":"automation-roi-why-investing-in-pick-and-place-machines-makes-sense","status":"publish","type":"post","link":"https:\/\/pickandplacemachine.com\/tr\/automation-roi-why-investing-in-pick-and-place-machines-makes-sense\/","title":{"rendered":"Otomasyon Roi: Alma ve Yerle\u015ftirme Makinelerine Yat\u0131r\u0131m Yapmak Neden Mant\u0131kl\u0131?"},"content":{"rendered":"

\u00c7ok say\u0131da SMT ekibinin, m\u00fckemmel \u00e7al\u0131\u015fma s\u00fcresi, \u00fccretsiz de\u011fi\u015fimler ve asla i\u015fi b\u0131rakmayan operat\u00f6rleri varsayan bir elektronik tablo ile yat\u0131r\u0131m getirisini \u201ckan\u0131tlad\u0131\u011f\u0131n\u0131\u201d izledim. Bu bir kurgu.<\/p>\n\n\n\n

Ger\u00e7ek olan \u015fu: Do\u011fru \u015feyleri \u00f6l\u00e7t\u00fc\u011f\u00fcn\u00fczde, gizli maliyetleri fiyatland\u0131rd\u0131\u011f\u0131n\u0131zda ve asl\u0131nda ne sat\u0131n ald\u0131\u011f\u0131n\u0131z\u0131 (kapasite, tutarl\u0131l\u0131k ve kaos \u00fczerinde kontrol) kabul etti\u011finizde, toplama ve yerle\u015ftirme otomasyonunun yat\u0131r\u0131m getirisi s\u0131k\u0131c\u0131 derecede g\u00fc\u00e7l\u00fc olabilir.<\/p>\n\n\n\n

Ve evet, kaosun bir bedeli vard\u0131r.<\/p>\n\n\n\n

Piyasa zaten oy verdi. Sadece CFO'nuz bunu kabul etmedi.<\/h2>\n\n\n\n

End\u00fcstriyel otomasyon bir heyecan de\u011fildir. Para hareket ediyor. IFR'nin 2024 end\u00fcstriyel robot \u00f6zetinde, elektrik\/elektronik sekt\u00f6r\u00fc hala 125,804<\/strong> 2023'te yeni robot kurulumlar\u0131 (2022'deki zirve noktas\u0131ndan 20% d\u00fc\u015f\u00fc\u015fle 156,936<\/strong>), bu da size a\u00e7\u0131k bir \u015fey s\u00f6yl\u00fcyor: elektronik \u00fcreticileri, en yo\u011fun y\u0131l\u0131n ard\u0131ndan bile otomasyon sat\u0131n almaya devam ediyor \u00e7\u00fcnk\u00fc i\u015fg\u00fcc\u00fc ve de\u011fi\u015fkenlik pazarl\u0131k konusu olmuyor. (IFR Uluslararas\u0131 Robotik Federasyonu<\/a>)<\/p>\n\n\n\n

\u015eimdi uzakla\u015ft\u0131r\u0131n. Reuters, IFR verilerine dayanarak \u00c7in'in robot yo\u011funlu\u011funu Almanya'n\u0131n \u00f6n\u00fcne ge\u00e7ecek kadar art\u0131rd\u0131\u011f\u0131n\u0131 bildirdi; bu da \u00fcreticilerin otomasyona \u201csahip olunmas\u0131 g\u00fczel bir \u015fey\u201d de\u011fil, bir altyap\u0131 gibi yakla\u015ft\u0131\u011f\u0131n\u0131n bir ba\u015fka i\u015fareti. (Reuters<\/a>)<\/p>\n\n\n\n

E\u011fer y\u00f6netim kurulunuz hala \u201cgelecekteki bir proje\u201d diyorsa, daha fazla \u00fccret bask\u0131s\u0131, daha fazla m\u00fc\u015fteri denetimi, daha fazla ka\u00e7\u0131r\u0131lan sevkiyat i\u00e7in ne bekliyorlar?<\/p>\n\n\n\n

\"Reflow<\/a><\/figure>\n\n\n\n

ROI bir duygu de\u011fildir. Di\u015fli bir nakit modelidir.<\/h2>\n\n\n\n

\u00dc\u00e7 kelime. Nakit say.<\/p>\n\n\n\n

Sessiz k\u0131sm\u0131 y\u00fcksek sesle s\u00f6yleyece\u011fim: \u00e7o\u011fu se\u00e7 ve yerle\u015ftir ROI modeli ba\u015far\u0131s\u0131z olur \u00e7\u00fcnk\u00fc da\u011f\u0131n\u0131k orta k\u0131sm\u0131 g\u00f6rmezden gelirler<\/strong>-Besleyici kurulum hatalar\u0131, CAD\/BOM uyumsuzluklar\u0131, operat\u00f6r e\u011fitim bo\u015fluklar\u0131, ilk ay verim d\u00fc\u015f\u00fc\u015fleri ve kimsenin projeye fatura etmedi\u011fi \u201cm\u00fchendislik zaman\u0131n\u0131n\u201d yava\u015f\u00e7a akmas\u0131.<\/p>\n\n\n\n

Ayr\u0131ca, sat\u0131c\u0131lar 1. G\u00fcnden itibaren tam h\u0131zda ba\u015flayan geri \u00f6deme matemati\u011fini severler. \u00c7ok ho\u015f. Fabrikalar b\u00f6yle davranmaz.<\/p>\n\n\n\n

Daha iyi bir yat\u0131r\u0131m getirisi modeli d\u00f6rt kova kullan\u0131r:<\/p>\n\n\n\n

    \n
  1. Dokunma i\u015f\u00e7ili\u011finde azalma<\/strong> (yerle\u015ftirme, kitleme, hat bak\u0131c\u0131l\u0131\u011f\u0131 yapan operat\u00f6rler)<\/li>\n\n\n\n
  2. Kalite tasarrufu<\/strong> (daha az yeniden i\u015fleme, daha az ka\u00e7\u0131\u015f, daha az hurda pano, daha az RMA)<\/li>\n\n\n\n
  3. Verim + teslimat<\/strong> (daha fazla pano\/g\u00fcn, daha az h\u0131zland\u0131rma \u00fccreti, daha az gecikme cezas\u0131)<\/li>\n\n\n\n
  4. Risk azaltma<\/strong> (tek hata noktas\u0131 olan insanlar, gece vardiyas\u0131 k\u0131r\u0131lganl\u0131\u011f\u0131, \u201ckabile bilgisi\u201d d\u00fczeni)<\/li>\n<\/ol>\n\n\n\n

    Bir i\u015fg\u00fcc\u00fc \u00e7\u0131pas\u0131 ister misiniz? Elektronik montajc\u0131lar\u0131 i\u00e7in ABD BLS \u00fccret verileri yakla\u015f\u0131k bir medyan g\u00f6stermektedir $19,47\/saat<\/strong> (May\u0131s 2023). Y\u00fckl\u00fc i\u015f\u00e7ilik, vergiler, fazla mesai, ciro ve denetim eklendi\u011finde daha y\u00fcksektir. (\u52b3\u5de5\u7edf\u8ba1\u5c40<\/a>) Farkl\u0131 \u00fclke, ayn\u0131 hikaye: i\u015fg\u00fcc\u00fc ucuzlam\u0131yor ve yetenekli SMT elleri a\u011fa\u00e7ta yeti\u015fmiyor.<\/p>\n\n\n\n

    Ac\u0131 ger\u00e7ek: ROI iddialar\u0131 \u015fi\u015firilir-bazen resmi olarak.<\/h2>\n\n\n\n

    Bu k\u0131s\u0131m insanlar\u0131 rahats\u0131z ediyor. G\u00fczel.<\/p>\n\n\n\n

    2024 y\u0131l\u0131nda ABD Ticaret Bakanl\u0131\u011f\u0131 Genel M\u00fcfetti\u015flik Ofisi, NIST'in Manufacturing Extension Partnership ROI'yi bir\u00e7ok y\u0131l boyunca abartt\u0131\u011f\u0131n\u0131 s\u00f6yledi. 34% abart\u0131<\/strong> 2020 mali y\u0131l\u0131nda. Bu bir se\u00e7me ve yerle\u015ftirme raporu de\u011fil. Ancak bu, size g\u00f6sterilen her \u201cgeri \u00f6deme garantili\u201d slayt i\u00e7in bir uyar\u0131 etiketidir. (oig.doc.gov<\/a>)<\/p>\n\n\n\n

    Terc\u00fcme: Birisi size bir \u015fey satmaya \u00e7al\u0131\u015f\u0131yormu\u015f gibi yat\u0131r\u0131m getirinizi denetleyin.<\/strong> \u00c7\u00fcnk\u00fc \u00f6yleler.<\/p>\n\n\n\n

    \"Reflow<\/a><\/figure>\n\n\n\n

    Se\u00e7 ve yerle\u015ftir hatt\u0131 sat\u0131n ald\u0131\u011f\u0131n\u0131zda ger\u00e7ekte ne sat\u0131n al\u0131yorsunuz?<\/h2>\n\n\n\n

    Sadece yerle\u015ftirme h\u0131z\u0131 de\u011fil.<\/p>\n\n\n\n

    0201\/01005 \u00f6l\u00e7e\u011finde tekrarlanabilirlik, istikrarl\u0131 rotasyon\/offset kontrol\u00fc, g\u00f6r\u00fc\u015fe dayal\u0131 d\u00fczeltme, izlenebilir programlar ve en iyi operat\u00f6r\u00fcn\u00fcz\u00fcn vardiyada olmas\u0131 i\u00e7in dua etmeden gelecek ay ayn\u0131 i\u015fi \u00e7al\u0131\u015ft\u0131rma yetene\u011fi sat\u0131n al\u0131yorsunuz. Bu son k\u0131s\u0131m, kimsenin iyi fiyatland\u0131rmad\u0131\u011f\u0131 gizli de\u011ferdir.<\/p>\n\n\n\n

    Ve e\u011fer sadece bir makine de\u011fil, b\u00fct\u00fcn bir ak\u0131\u015f sat\u0131n al\u0131yorsan\u0131z -yaz\u0131c\u0131, SPI, yerle\u015ftirme, yeniden ak\u0131\u015f, AOI- o zaman \u201cpick-and-place ROI\u201d hat ROI<\/strong>. Bu y\u00fczden ekipleri Anahtar teslim SMT hatt\u0131 \u00e7\u00f6z\u00fcmleri<\/strong> Ger\u00e7ek darbo\u011faz sadece yerle\u015ftirme de\u011fil, koordinasyon oldu\u011funda. (Anahtar teslim SMT hatt\u0131 \u00e7\u00f6z\u00fcmleri<\/a>)<\/p>\n\n\n\n

    Pratik bir yat\u0131r\u0131m getirisi tablosu (tart\u0131\u015fabilece\u011finiz rakamlar)<\/h2>\n\n\n\n

    A\u015fa\u011f\u0131da bir savunulabilir<\/em> \u00d6de\u015fmeyi \u00e7er\u00e7evelemenin bir yolu. M\u00fckemmel de\u011fil. \u0130\u015fe yarar.<\/p>\n\n\n\n

    Hat senaryosu<\/th>Tipik yat\u0131r\u0131m getirisi s\u00fcr\u00fcc\u00fcleri<\/th>\u201c\u00d6nce \u0131s\u0131ran \u201dgizli\" maliyet<\/th>Haftal\u0131k takip edece\u011fim \u015feyler<\/th>Geri \u00f6deme risk seviyesi<\/th><\/tr><\/thead>
    Prototip \/ y\u00fcksek kar\u0131\u015f\u0131m, d\u00fc\u015f\u00fck hacim<\/td>Rework azaltma, kurulum disiplini, daha az yanl\u0131\u015f par\u00e7a<\/td>Besleyici haritalama + CAD\/BOM temizleme s\u00fcresi<\/td>AOI'de ilk ge\u00e7i\u015f verimi, kurulum s\u00fcresi\/i\u015f, yeniden i\u015fleme dakikalar\u0131\/board<\/td>Orta<\/td><\/tr>
    K\u00fc\u00e7\u00fck \u00fcretim miktarlar\u0131<\/td>\u0130\u015fg\u00fcc\u00fc vardiyas\u0131 kapsam\u0131, istikrarl\u0131 i\u015f hacmi, daha az h\u0131zland\u0131rma \u00fccreti<\/td>E\u011fitim + s\u00fcre\u00e7 kaymas\u0131 (program\u0131n sahibi kimse yok)<\/td>\u00c7al\u0131\u015fma s\u00fcresi, ger\u00e7ek kar\u0131\u015f\u0131mda yerle\u015ftirme\/saat, de\u011fi\u015fim s\u00fcresi<\/td>Orta-D\u00fc\u015f\u00fck<\/td><\/tr>
    Y\u00fcksek h\u0131zl\u0131 seri \u00fcretim<\/td>Hacimde kapasite, teslimat, hurda kontrol\u00fc<\/td>Nozul a\u015f\u0131nmas\u0131, besleyici bak\u0131m\u0131, yedek par\u00e7a disiplini<\/td>OEE, duru\u015f nedenleri, yerle\u015ftirme ba\u015f\u0131na maliyet, kusur Pareto<\/td>D\u00fc\u015f\u00fck (istikrarl\u0131 talep varsa)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

    Y\u00fcksek kar\u0131\u015f\u0131ml\u0131 bir i\u015f yap\u0131yorsan\u0131z, ak\u0131ll\u0131 telefon fabrikas\u0131ym\u0131\u015f gibi davranmay\u0131n. ROI'yi \u00f6nce kalite + de\u011fi\u015fimler, sonra h\u0131z etraf\u0131nda olu\u015fturun.<\/p>\n\n\n\n

    Bu y\u00fczden etraf\u0131 planlamay\u0131 seviyorum prototip ve k\u00fc\u00e7\u00fck parti SMT hatlar\u0131<\/strong> hala ger\u00e7ek kar\u0131\u015f\u0131m\u0131n\u0131z\u0131 ve ger\u00e7ek ac\u0131 noktalar\u0131n\u0131z\u0131 \u00f6\u011frenirken. (prototip ve k\u00fc\u00e7\u00fck parti SMT hatlar\u0131<\/a>)<\/p>\n\n\n\n

    Zaten hacimli sevkiyat yap\u0131yorsan\u0131z, o zaman farkl\u0131 bir oyun s\u00f6z konusudur: istikrar ve s\u00fcrekli \u00e7\u0131kt\u0131 sat\u0131n al\u0131yorsunuz, bu nedenle model m\u00fc\u015fteri talebine ba\u011fl\u0131 bir kapasite plan\u0131 gibi g\u00f6r\u00fcnmelidir. (y\u00fcksek h\u0131zl\u0131 seri \u00fcretim SMT hatlar\u0131<\/a>)<\/p>\n\n\n\n

    \"Reflow<\/a><\/figure>\n\n\n\n

    Kimsenin b\u00fct\u00e7e ay\u0131rmad\u0131\u011f\u0131 k\u0131s\u0131m: entegrasyon + insanlar<\/h2>\n\n\n\n

    Otomasyon insanlar\u0131 ortadan kald\u0131rmaz. Kimin \u00f6nemli oldu\u011funu de\u011fi\u015ftirir.<\/p>\n\n\n\n

    MIT'nin End\u00fcstriyel Performans Merkezi, 2024 y\u0131l\u0131nda bir\u00e7ok \u00fclkede yap\u0131lan geni\u015f \u00e7apl\u0131 bir i\u015f\u00e7i anketine dayanarak, bir\u00e7ok i\u015f\u00e7inin robotlar ve yapay zeka gibi yeni teknolojilerden maliyetlerden daha fazla fayda sa\u011flad\u0131\u011f\u0131n\u0131 (g\u00fcvenlik, konfor, \u00fccret, \u00f6zerklik) g\u00f6steren bir \u00e7al\u0131\u015fma yay\u0131nlad\u0131. Bu benim g\u00f6rd\u00fcklerimle \u00f6rt\u00fc\u015f\u00fcyor: kazan\u0131mlar, ekipler \u201ckurup umut ettiklerinde\u201d de\u011fil, insanlar\u0131 sistemi \u00e7al\u0131\u015ft\u0131rmalar\u0131 i\u00e7in e\u011fittiklerinde ortaya \u00e7\u0131k\u0131yor. (IPC<\/a>)<\/p>\n\n\n\n

    Bu y\u00fczden b\u00fct\u00e7e ay\u0131r\u0131n. Zaman, e\u011fitim ve destek.<\/p>\n\n\n\n

    Yat\u0131r\u0131m getirisinin devam etmesini istiyorsan\u0131z, yap\u0131land\u0131r\u0131lm\u0131\u015f al ve yerle\u015ftir i\u00e7in e\u011fitim ve sat\u0131\u015f sonras\u0131 destek<\/strong>-program kontrol\u00fc, besleyici disiplini, \u00f6nleyici bak\u0131m al\u0131\u015fkanl\u0131klar\u0131 ve hat i\u00e7in net bir sahip. (al ve yerle\u015ftir i\u00e7in e\u011fitim ve sat\u0131\u015f sonras\u0131 destek<\/a>)<\/p>\n\n\n\n

    Ve l\u00fctfen, speklere a\u015f\u0131k olmadan \u00f6nce gidip ger\u00e7ek sonu\u00e7lar\u0131 okuyun. (ger\u00e7ek m\u00fc\u015fteri\u0307 vaka \u00e7ali\u015fmalari<\/a>)<\/p>\n\n\n\n

    SSS<\/h2>\n\n\n\n

    Alma ve yerle\u015ftirme makinesinin yat\u0131r\u0131m getirisini nas\u0131l hesaplars\u0131n\u0131z?<\/strong> Alma ve yerle\u015ftirme makinesinin yat\u0131r\u0131m getirisi, otomasyonun y\u0131ll\u0131k net faydas\u0131n\u0131 (tasarruf edilen i\u015f\u00e7ilik, \u00f6nlenen hurda, azalt\u0131lan yeniden i\u015fleme ve daha y\u00fcksek verimden kaynaklanan ekstra marj) makineye sahip olman\u0131n toplam y\u0131ll\u0131k maliyetine (sermaye, finansman, besleyiciler, bak\u0131m, programlama ve ar\u0131za s\u00fcresi) b\u00f6ld\u00fc\u011f\u00fcn\u00fczde elde etti\u011finiz y\u00fczde getiridir. Ard\u0131ndan stres testi yap\u0131n: \u201cbeklenen\u201d \u00e7al\u0131\u015fma s\u00fcrenizi k\u0131salt\u0131n, ger\u00e7ek de\u011fi\u015fim s\u00fcresini ekleyin ve e\u011fitim ve yedek par\u00e7alar\u0131 dahil edin.<\/p>\n\n\n\n

    Ger\u00e7ek\u00e7i bir se\u00e7 ve yerle\u015ftir makinesi geri \u00f6deme s\u00fcresi nedir?<\/strong> Toplama ve yerle\u015ftirme makinesinin geri \u00f6deme s\u00fcresi, daha h\u0131zl\u0131 yerle\u015ftirme, daha az hata ve daha d\u00fc\u015f\u00fck dokunma i\u015f\u00e7ili\u011finden elde edilen ayl\u0131k nakit avantaj\u0131n\u0131n, besleyiciler, kurulum, e\u011fitim ve ilk yedek par\u00e7a turu dahil olmak \u00fczere sistemi sat\u0131n almak ve kurmak i\u00e7in harcad\u0131\u011f\u0131n\u0131z paraya e\u015fit olmas\u0131 i\u00e7in gereken ay say\u0131s\u0131d\u0131r. Ger\u00e7ek d\u00fcnyada, geri \u00f6deme \u00e7o\u011funlukla de\u011fi\u015fim s\u00fcresine, verime ve \u00fcr\u00fcn kar\u0131\u015f\u0131m\u0131n\u0131z\u0131n ne kadar istikrarl\u0131 oldu\u011funa g\u00f6re de\u011fi\u015fir.<\/p>\n\n\n\n

    Hangi gizli maliyetler \u00f6nce se\u00e7im ve yat\u0131r\u0131m getirisini \u00f6ld\u00fcr\u00fcr?<\/strong> Gizli yat\u0131r\u0131m getirisi maliyetleri, makinenin etiket fiyat\u0131nda g\u00f6r\u00fcnmeyen bariz olmayan giderlerdir - besleyici setleri, nozullar, g\u00f6r\u00fc\u015f kalibrasyonu, bas\u0131n\u00e7l\u0131 hava, ESD kontrolleri, yaz\u0131l\u0131m se\u00e7enekleri, hat de\u011fi\u015ftirme s\u00fcresi ve CAD verileri, BOM'lar ve besleyici haritalar\u0131 ger\u00e7ekle uyu\u015fmad\u0131\u011f\u0131nda yakt\u0131\u011f\u0131n\u0131z m\u00fchendislik saatleridir. Verileriniz da\u011f\u0131n\u0131ksa, yat\u0131r\u0131m getiriniz de da\u011f\u0131n\u0131k olacakt\u0131r.<\/p>\n\n\n\n

    K\u00fc\u00e7\u00fck \u00fcretim i\u00e7in bir alma ve yerle\u015ftirme makinesi buna de\u011fer mi?<\/strong> Tekrarlanan i\u015fleriniz, pahal\u0131 yerle\u015ftirme hatalar\u0131n\u0131z veya dar teslimat pencereleriniz oldu\u011funda k\u00fc\u00e7\u00fck \u00fcretim i\u00e7in bir alma ve yerle\u015ftirme makinesi buna de\u011fer, \u00e7\u00fcnk\u00fc m\u00fctevaz\u0131 h\u0131zl\u0131 bir hat bile yeniden \u00e7al\u0131\u015fmay\u0131 azaltarak ve bir yetenekli operat\u00f6r\u00fc c\u0131mb\u0131zlara bakmak yerine birden fazla i\u015flemi y\u00fcr\u00fctmek i\u00e7in serbest b\u0131rakarak kendini amorti edebilir. Her i\u015f ger\u00e7ekten tek seferlikse, b\u00fcy\u00fck yat\u0131r\u0131mlar yapmadan \u00f6nce s\u00fcre\u00e7 kontrol\u00fcne ve h\u0131zl\u0131 de\u011fi\u015ftirilebilir tak\u0131mlara odaklan\u0131n.<\/p>\n\n\n\n

    Kurulumdan sonra SMT otomasyonunun yat\u0131r\u0131m getirisini kan\u0131tlamak i\u00e7in neleri takip etmelisiniz?<\/strong> Kurulum sonras\u0131 \u00f6l\u00e7\u00fcmler, SMT otomasyon yat\u0131r\u0131m getirinizin ger\u00e7ek olup olmad\u0131\u011f\u0131n\u0131 size s\u00f6yleyen k\u00fc\u00e7\u00fck say\u0131 k\u00fcmesidir: ger\u00e7ek kar\u0131\u015f\u0131m\u0131n\u0131zda saat ba\u015f\u0131na yerle\u015ftirmeler, AOI'de ilk ge\u00e7i\u015f verimi, kart ba\u015f\u0131na yeniden i\u015fleme dakikalar\u0131, besleyici de\u011fi\u015ftirme s\u00fcresi, planlanmam\u0131\u015f ar\u0131za s\u00fcresi ve otomasyon \u00f6ncesi taban \u00e7izginize k\u0131yasla yerle\u015ftirme ba\u015f\u0131na maliyet. Bunlar\u0131 haftal\u0131k olarak \u00f6l\u00e7emiyorsan\u0131z, yat\u0131r\u0131m getirisi hikayeniz sadece titre\u015fimden ibarettir.<\/p>\n\n\n\n

    Sonu\u00e7<\/h2>\n\n\n\n

    \u0130sterseniz, kar\u0131\u015f\u0131m\u0131n\u0131z\u0131, personelinizi ve ger\u00e7ek darbo\u011fazlar\u0131n\u0131z\u0131 kullanarak finans ekibinizin delik a\u00e7amayaca\u011f\u0131 bir yat\u0131r\u0131m getirisi modeli olu\u015fturman\u0131za yard\u0131mc\u0131 olabilirim. Temel bir teknik \u00f6zellik sayfas\u0131 ve hat d\u00fczeni alarak ba\u015flay\u0131n indirilebilir SMT katalo\u011fu<\/a>, daha sonra ileti\u015fim sayfas\u0131<\/a> ve bize mevcut takt s\u00fcrenizi, hata oran\u0131n\u0131z\u0131 ve en \u00f6nemli \u00fc\u00e7 de\u011fi\u015fim sanc\u0131n\u0131z\u0131 s\u00f6yleyin.<\/p>","protected":false},"excerpt":{"rendered":"

    Yat\u0131r\u0131m getirisi destelerinin \u00e7o\u011fu kabartmad\u0131r. Bu ise se\u00e7me ve yerle\u015ftirme ROI'sini bir CFO gibi ele al\u0131yor: nakit, risk ve \u00e7irkin s\u00fcrprizler.<\/p>","protected":false},"author":1,"featured_media":5675,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_gspb_post_css":"","footnotes":""},"categories":[839],"tags":[1055,1054,1052,1053,1051,1050],"class_list":["post-5670","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-turnkey-automation","tag-line-productivity","tag-manufacturing-capex","tag-payback-period","tag-pcb-assembly-cost","tag-pick-and-place-roi","tag-smt-automation"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/posts\/5670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/comments?post=5670"}],"version-history":[{"count":3,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/posts\/5670\/revisions"}],"predecessor-version":[{"id":6380,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/posts\/5670\/revisions\/6380"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/media\/5675"}],"wp:attachment":[{"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/media?parent=5670"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/categories?post=5670"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pickandplacemachine.com\/tr\/wp-json\/wp\/v2\/tags?post=5670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}