Pattern Classification Using Ensemble Methods

本書以智慧家庭為主軸，提供讀者熟悉使用Arduino Compatiable開發板：ESP32來開發氣氛燈泡之商業版雛型(ProtoTyping)，進而介紹這些產品衍伸出來的技術、程式撰寫技巧，以漸進式的方法介紹、使用方式、電路連接範例等等。ESP32開發板最強大的特點是完全相容Arduino開發板，搭載Lenonard相同的單晶片：ATmega32u4，並在板內加上無線模組：ESP8266 WiFi Module，無線網路涵蓋距離，在不外加天線之下，就可以到達20公尺，這對於家庭運用上，不只是足夠，還是遠遠超過其需求。更重要的是它簡單易學的開發工具、模組函式庫與網路功能，幾乎Maker想到應用於物聯網開發的東西，可以透過眾多的周邊模組，都可以輕易的將想要完成的東西用堆積木的方式快速建立，而且價格比原廠Arduino Yun或Arduino + Wifi Shield更具優勢，最強大的是這些周邊模組對應的函式庫，瑞昱科技有專職的研發人員不斷的支持，讓Maker不需要具有深厚的電子、電機與電路能力，就可以輕易駕御這些模組。

在工業流程控制系統開發中，我們可以發現，產品驗收往往是最難自動化的一環，雖然產品與產品包裝大多以應用條碼在生產流程上的控制，但是驗收中掃描生產產品的條碼，大多仍在作業元手動掃描，本書就是要使用工業級的條碼掃描模組，透過開發板的連接後，將驗收資料自動上傳到雲端。本書為工業流程控制系統開發之流程雲端化的開發書籍，主要介紹流程自動化的一環，驗收自動化，雖然在台灣，許許多多的工廠，雖然大量使用電腦資訊科技，但是生產線上的驗收或出貨控制，許多工廠雖然已經大量使用條碼、RFID、甚至是QR Code…等等，但是在最終出貨處，仍有許多工廠還在仍然採用人工掃描出貨產品的條碼等，來做為出貨的憑據。如果我們使用目前當紅的Ameba RTL 8195開發板，透過它擅長的Wifi通訊功能，結合RS232通訊模組，我們就可以使用市售的條碼掃描模組，並使用RS232等工業通訊方式的來取得條碼內容，如此一來我們就可以使用網際網路或物聯網的方式：如網頁瀏覽器、APPs手機應用程式等方式，立即顯示出貨情形，並且透過網頁方式，居於遠端的管理者或客戶，也可以使用行動裝置查看出貨情形，對於工業上開發與發展，也算一個貢獻。流程自動化一向是產業升級不二法門，生產過程資訊雲端化更是目前產業重要趨勢，本書將生產中最後一道關卡進行雲端化，僅是一個效益較可見的範例，最後期望讀者在閱讀之後可以將其功能進階到工業4.0上更實務的應用。

本書針對智慧家庭為主軸，進行開發各種智慧家庭產品之小小書系列，主要是給讀者熟悉使用Arduino Nano來開發物聯網之各樣產品之原型(ProtoTyping)，進而介紹這些產品衍伸出來的技術、程式撰寫技巧，以漸進式的方法介紹、使用方式、電路連接範例等等。Ameba RTL8195AM開發板最強大的不只是它簡單易學的開發工具，最強大的是它網路功能與簡單易學的模組函式庫，幾乎Maker想到應用於物聯網開發的東西，只要透過眾多的周邊模組，都可以輕易的將想要完成的東西用堆積木的方式快速建立，而且Ameba RTL8195AM開發板市售價格比原廠Arduino Yun或Arduino + Wifi Shield更具優勢，最強大的是這些周邊模組對應的函式庫，瑞昱科技有專職的研發人員不斷的支持，讓Maker不需要具有深厚的電子、電機與電路能力，就可以輕易駕御這些模組。

本書主要是運用RS 485與Modbus RTU的通訊協定，透過簡單易學的單晶片開發板與開發語言，透過一些簡單的例子，進而揭露工業控制一些簡單的思維、開發技巧與實作技術，並結合網際網路與物聯網技術，進入工業控制領域，將產業控制的專業技術，帶到物聯網與智慧生活之中。工業控制領域所需要的專業知識是多方面且跨領域，不但軟體需要精通，硬體也是需要有相當的專業能力，還需要熟悉許多工業上的標準與規範，這樣的複雜，讓工業控制領域的人才非常專業分工，而且許多人數十年的專業都專精於固定的專門領域，這樣的現象，讓整個工業控制在數十年間發展的非常快速，而且深入的技術都建立在許多先進努力基礎上，這更是工業控制的強大魅力所在。筆著希望透過簡單易學的Arduino單晶片/Ameba 8195 AM等相關開發版與C語言，將工業控制的專業技術帶入大眾智慧生活中，並整合物聯網技術、人工智慧、大數據、雲端技術等，進入智慧物聯網的領域，並希望有機會與工業4.0的產業技術互相連接，或許讓不專業的筆者做專業的事，有機會創造出另一種未來的技術火花。

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