From 0013fe71eaae1c259b542a3e785d3f786d526013 Mon Sep 17 00:00:00 2001 From: Gerard Marull-Paretas Date: Sat, 22 May 2021 13:45:38 +0200 Subject: [PATCH] Initial commit --- .chktexrc | 1 + .github/workflows/build.yml | 22 ++ .gitignore | 4 + LICENSE | 428 ++++++++++++++++++++ Makefile | 46 +++ README.md | 34 ++ beamerthemeteslabs.sty | 104 +++++ images/cloop-full-schematic.odg | Bin 0 -> 32563 bytes images/cloop-full-schematic.pdf | Bin 0 -> 36571 bytes images/cloop-mcsdk-5y1.png | Bin 0 -> 158489 bytes images/cloop-only-schematic.odg | Bin 0 -> 32202 bytes images/cloop-only-schematic.pdf | Bin 0 -> 39489 bytes images/kconfig.png | Bin 0 -> 113160 bytes images/p-nucleo-ihm002.jpg | Bin 0 -> 253698 bytes images/pmsm-outer.odg | Bin 0 -> 500872 bytes images/pmsm-outer.png | Bin 0 -> 879716 bytes images/pmsm.odg | Bin 0 -> 20961 bytes images/pmsm.pdf | Bin 0 -> 18482 bytes images/rotating-magnetic-field.odg | Bin 0 -> 117992 bytes images/rotating-magnetic-field.pdf | Bin 0 -> 19209 bytes images/spinner-schematic.odg | Bin 0 -> 29035 bytes images/spinner-schematic.pdf | Bin 0 -> 29289 bytes images/spinner.pdf | Bin 0 -> 4366 bytes images/zli-cloop.png | Bin 0 -> 141270 bytes images/zli-disabled-cloop.png | Bin 0 -> 149857 bytes localSettings.yaml | 3 + slides.tex | 607 +++++++++++++++++++++++++++++ theme/logo.png | Bin 0 -> 117820 bytes 28 files changed, 1249 insertions(+) create mode 100644 .chktexrc create mode 100644 .github/workflows/build.yml create mode 100644 .gitignore create mode 100644 LICENSE create mode 100644 Makefile create mode 100644 README.md create mode 100644 beamerthemeteslabs.sty create mode 100644 images/cloop-full-schematic.odg create mode 100644 images/cloop-full-schematic.pdf create mode 100644 images/cloop-mcsdk-5y1.png create mode 100644 images/cloop-only-schematic.odg create mode 100644 images/cloop-only-schematic.pdf create mode 100644 images/kconfig.png create mode 100644 images/p-nucleo-ihm002.jpg create mode 100644 images/pmsm-outer.odg create mode 100644 images/pmsm-outer.png create mode 100644 images/pmsm.odg create mode 100644 images/pmsm.pdf create mode 100644 images/rotating-magnetic-field.odg create mode 100644 images/rotating-magnetic-field.pdf create mode 100644 images/spinner-schematic.odg create mode 100644 images/spinner-schematic.pdf create mode 100644 images/spinner.pdf create mode 100644 images/zli-cloop.png create mode 100644 images/zli-disabled-cloop.png create mode 100644 localSettings.yaml create mode 100644 slides.tex create mode 100644 theme/logo.png diff --git a/.chktexrc b/.chktexrc new file mode 100644 index 0000000..86f1b00 --- /dev/null +++ b/.chktexrc @@ -0,0 +1 @@ +VerbEnvir { codebox } diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000..137b4e3 --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,22 @@ +name: Build + +on: [push] + +jobs: + build: + runs-on: ubuntu-latest + container: texlive/texlive:latest + steps: + - name: Checkout + uses: actions/checkout@v2 + + - name: Lint + run: make lint + + - name: Build + run: make + + - name: Archive + uses: actions/upload-artifact@v2 + with: + path: build/*.pdf diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..63fc0d4 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +build +_minted* +*.log +*.bak* \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..a73481c --- /dev/null +++ b/LICENSE @@ -0,0 +1,428 @@ +Attribution-ShareAlike 4.0 International + +======================================================================= + +Creative Commons Corporation ("Creative Commons") is not a law firm and +does not provide legal services or legal advice. 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They can be built +by running: + +```shell +make +``` + +Build files can be cleaned by running: + +```shell +make clean +``` + +## Lint and format + +Slides can be linted for errors by running: + +```shell +make lint +``` + +Additionally, slides can be automatically formatted using: + +```shell +make fmt +``` \ No newline at end of file diff --git a/beamerthemeteslabs.sty b/beamerthemeteslabs.sty new file mode 100644 index 0000000..1e6daff --- /dev/null +++ b/beamerthemeteslabs.sty @@ -0,0 +1,104 @@ +% colors +\definecolor{base-color}{RGB}{87, 173, 104} + +% serif font for mathematical formulas +\usefonttheme[onlymath]{serif} + +% structure color is base-color +\setbeamercolor{structure}{fg=base-color} + +% no navigation bar +\setbeamertemplate{navigation symbols}{} + +% no icons on bibliography +\setbeamertemplate{bibliography item}{} + +% bibliography colors +\setbeamercolor{bibliography entry author}{fg=black} +\setbeamercolor{bibliography entry title}{fg=black} +\setbeamercolor{bibliography entry location}{fg=black} +\setbeamercolor{bibliography entry note}{fg=black} + +% custom title page +\makeatletter +\setbeamertemplate{title page} +{ + \vbox{} + \vfill + \begin{centering} + \includegraphics[scale=0.4]{theme/logo.png}\par + \vskip3em\par + \setbeamerfont{title}{series=\bfseries,size=\huge} + \setbeamercolor{title}{bg=white,fg=structure} + \begin{beamercolorbox}[center]{title} + \usebeamerfont{title}\inserttitle + \end{beamercolorbox} + \begin{beamercolorbox}[center]{subtitle} + \ifx\insertsubtitle\@empty% + \else% + \vskip0.25em% + {\usebeamerfont{subtitle}\usebeamercolor[fg]{subtitle}% + \insertsubtitle\par}% + \fi% + \end{beamercolorbox}% + \vskip2em\par + \begin{beamercolorbox}[center]{author} + \usebeamerfont{author}\insertauthor + \end{beamercolorbox} + \begin{beamercolorbox}[center]{date} + \usebeamerfont{date}\insertdate + \end{beamercolorbox}% + \vskip0.5em + \end{centering} + \vfill +} +\makeatother + +% custom frame title +\setbeamerfont{frametitle}{series=\bfseries} +\setbeamertemplate{frametitle} +{% + \begin{centering} + \insertframetitle\par + \end{centering} +} + +% custom frame footer +\setbeamerfont{footline}{size=\fontsize{9}{12}} +\setbeamertemplate{footline} +{% + \hbox{% + \begin{beamercolorbox}[wd=.333333\paperwidth, + ht=4.25ex, + dp=1ex, + left]{structure} + \raisebox{.5\baselineskip}{% + \parbox[t][4ex][t]{.333333\paperwidth}{% + \raisebox{-.3\height}{% + \hskip2ex\includegraphics[height=3ex]{theme/logo.png}% + }% + }% + } + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.333333\paperwidth, + ht=4.25ex, + dp=1ex, + center]{structure}% + \raisebox{.5\baselineskip}{% + \parbox[t][4ex][t]{.333333\paperwidth}{% + \centering\insertsection% + }% + } + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.333333\paperwidth, + ht=4.25ex, + dp=1ex, + right]{structure}% + \raisebox{.5\baselineskip}{% + \parbox[t][4ex][t]{.333333\paperwidth}{% + \raggedleft\insertframenumber\hspace*{2ex}% + }% + } + 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+verbatimEnvironments: + codebox: 1 \ No newline at end of file diff --git a/slides.tex b/slides.tex new file mode 100644 index 0000000..00883e1 --- /dev/null +++ b/slides.tex @@ -0,0 +1,607 @@ +%\documentclass{beamer} +\documentclass[handout]{beamer} + +% packages +\usepackage[T1]{fontenc} +\usepackage{lmodern} +\usepackage{amsmath} +\usepackage{amssymb} +\usepackage{graphicx} +\usepackage[justification=centering]{caption} +\usepackage{fontawesome5} +\usepackage{color} +\usepackage{minted} +\usepackage{xcolor} +\usepackage{hyperref} +\usepackage{tikz} + +\usepackage{tcolorbox} +\tcbuselibrary{minted,skins} + +\definecolor{codebg}{RGB}{240, 242, 244} + +\newtcblisting{codebox}[1][]{ + listing engine=minted, + minted language=#1, + minted options={fontsize=\scriptsize}, + colback=codebg, + colframe=white, + listing only, + left=1mm, +} + +\graphicspath{{images/}} + +\usetikzlibrary{shapes,arrows} + +\hypersetup{ + colorlinks=true, + allcolors=base-color +} + +\usetheme{teslabs} + +% details ---------------------------------------------------------------------- + +\title{Using Zephyr for hard real-time applications: motor control} +\author{ + \texorpdfstring{ + Gerard Marull-Paretas\\ + \href{mailto:gerard@teslabs.com}{gerard@teslabs.com} + }{Gerard Marull-Paretas} +} +\date{9\textsuperscript{th} June 2021} + +% document --------------------------------------------------------------------- + +\begin{document} + +% section: title & toc --------------------------------------------------------- + +\begin{frame} + \thispagestyle{empty} + \titlepage{} +\end{frame} + +\begin{frame} + \frametitle{Outline} + \tableofcontents +\end{frame} + +% section: introduction -------------------------------------------------------- + +\section{Introduction} + +\begin{frame}[plain]{} + \begin{center} + \Huge \textbf{Introduction} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{What is an electric motor?} + + \begin{itemize} + \item<1-> An \textbf{electric motor} is a machine that \textbf{converts + electrical energy} into \textbf{mechanical energy} + \item<2-> Electric motors \textbf{generate torque} through the + \textbf{interaction} between their \textbf{magnetic field} and their + \textbf{winding currents} + \item<3-> Motors can be \textbf{categorized} by their \textbf{power source + type} and \textbf{internal construction}: + \end{itemize} + + \begin{center} + \begin{tikzpicture}[ + grow=right, + level 1/.style={level distance=2cm, sibling distance=2cm}, + level 2/.style={level distance=2cm, sibling distance=1cm} + ] + \node {Electric Motors} + child { + node {DC} + child { + node {Brushless} + child { + node {Stepper} + } + child { + node {BLDC} + } + } + child { + node {Brushed} + } + } + child { + node {AC} + child { + node {Synchronous} + } + child { + node {Asynchronous} + } + }; + \end{tikzpicture} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{BLDC motors} + + \begin{figure} + \centering + \includegraphics[scale=0.3]{pmsm-outer.png} + \caption{A BLDC (outer structure) from a floppy disk drive (Sebastian + Koppehel, CC BY 3.0).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{BLDC motors} + + \begin{itemize} + \item<1-> BLDC:\@ a \textbf{synchronous motor} using \textbf{direct current} + (DC) power supply + \item<2-> If back-EMF is sinusoidal: \textbf{PMSM} (Permanent Magnet + Synchronous Motor) + \item<3-> \textbf{High efficiency}, \textbf{high power-to-weight ratio}, + \textbf{high speed}\ldots + \item<4-> The \textbf{rotor contains permanent magnets} that create a + \textbf{constant magnetic field} + \item<5-> Driven by an \textbf{inverter} controlled by a + \textbf{microcontroller} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{BLDC motors} + + \begin{figure} + \centering + \includegraphics[scale=0.6]{pmsm.pdf} + \caption{Schematic of a BLDC and its frames of reference.} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{How does a BLDC motor spin?} + + \begin{itemize} + \item<1-> Motor is driven by $\mathbf{120^{\circ}}$\textbf{-phased + sinusoidal voltages} + \item<2-> This results in a \textbf{rotating vector} in the abc frame + constant in magnitude known as the \textbf{space-vector} + \item<3-> \textbf{Currents} flowing through the windings will \textbf{induce + a rotating magnetic field} + \item<4-> The rotor \textbf{permanent magnet} will \textbf{rotate to keep + aligned} with the generated field + \end{itemize} + + \begin{figure} + \centering + \includegraphics[scale=0.25]{rotating-magnetic-field.pdf} + \caption{Rotating magnetic field generated by sinusoidal phase currents + (original: Svjo, CC-0).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Field Oriented Control} + + \begin{itemize} + \item<1-> Field Oriented Control (FOC) is a commonly used control technique + \item<2-> Operates in the \textbf{dq space}, a \textbf{stationary frame} + with respect to the rotor position (DC quantities!) + \item<3-> Generated \textbf{torque is proportional} to the controlled + variable $\mathbf{i_q}$ + \item<3-> Based on a set of \textbf{transformations} (Clarke and Park) and + the knowledge of the \textbf{rotor position}, usually provided by a + sensor + \end{itemize} + + \begin{figure} + \centering + \includegraphics[scale=0.35]{cloop-full-schematic.pdf} + \caption{Current (torque) control with Field Oriented Control (FOC).} + \end{figure} +\end{frame} + +% section: introduction -------------------------------------------------------- + +\section{Why Zephyr?} + +\begin{frame}[plain]{} + \begin{center} + \Huge \textbf{Why Zephyr?} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{Before Zephyr\ldots why an RTOS?} + + \begin{itemize} + \item<1-> Motor controllers can quickly become a \textbf{complex system}: + \begin{itemize} + \item Communications interface (MODBUS, CANopen\ldots) + \item Additional peripherals (e.g.\ non-volatile memory, + sensors\ldots) + \item Monitoring tasks + \item \ldots and more! + \end{itemize} + \item<2-> \textbf{Hard to manage} everything in a bare-metal + \textbf{\textit{super-loop} architecture} + \item<3-> An \textbf{RTOS} provides a \textbf{scalable solution}: + \begin{itemize} + \item Allows \textbf{focusing on application development} + \item Program \textbf{functions} are split into + \textbf{self-contained tasks} + \item \textbf{Tasks are scheduled when needed}, improving program + flow and response time + \item \textbf{Shared resources} are \textbf{easier to manage} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{Why Zephyr?} + + \begin{itemize} + \item<1-> Zephyr is \textbf{not only an RTOS}, it is an \textbf{ecosystem} + \item<2-> \textbf{Modern build system} based on CMake + \item<3-> Support for \textbf{Devicetree} and \textbf{Kconfig} + \item<4-> \textbf{Vendor independent}, permissive license (Apache 2.0) + \item<5-> \textbf{Best-in-class development practices} + \item<6-> \textbf{Generic APIs} (e.g.\ serial, GPIO, I2C, SPI, + sensors\ldots) + \item<7-> \textbf{Built-in features} relevant for motor control: + \begin{itemize} + \item Direct access to vendor HALs + \item Access to CMSIS packages, e.g.\ DSP + \item Industrial field buses: CANopen, MODBUS + \item Advanced debugging and tracing facilities + \item \ldots and more! + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Devicetree} + + \begin{itemize} + \item<1-> Devicetree: a hierarchical data structure that describes hardware + \item<2-> \texttt{devicetree.h} API gives access to the information from the + drivers or application + \item<3-> A \textbf{versatile solution} compared to \textit{endless + configuration headers} + \end{itemize} + + \vspace{1em} + + \begin{codebox}[devicetree] + &adc1 { + currsmp: currsmp { + compatible = "st,stm32-currsmp-shunt"; + pinctrl-0 = <&adc1_in1_pa0 &adc1_in7_pc1 &adc1_in6_pc0>; + + adc-channels = <1 7 6>; + adc-trigger = ; + }; + }; + \end{codebox} + + \begin{center} + \tiny + \faLifeRing~\url{https://docs.zephyrproject.org/latest/guides/dts/intro.html} + \end{center} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Kconfig} + + \begin{itemize} + \item<1-> Kconfig: a language to describe \textbf{software configuration + options} + \begin{itemize} + \item Supports \textbf{multiple types} (bool, int\ldots) + \item \textbf{Dependencies} can be specified + \item Options can be \textbf{browsed and edited interactively} + \end{itemize} + \item<3-> Options \textbf{can be accessed} from both \textbf{C} code and the + \textbf{build system} + \end{itemize} + + \begin{codebox}[kconfig] + config SPINNER_SVPWM_STM32 + bool "STM32 SV-PWM driver" + default y if SOC_FAMILY_STM32 + select USE_STM32_LL_TIM + select SPINNER_SVM + select SPINNER_UTILS_STM32 + help + Enable SV-PWM driver for STM32 SoCs + \end{codebox} + + \begin{center} + \tiny + \faLifeRing~\url{https://docs.zephyrproject.org/latest/guides/kconfig/index.html} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{Kconfig} + + \begin{figure} + \centering + \includegraphics[scale=0.25]{kconfig.png} + \caption{Interactive Kconfig browser.} + \end{figure} +\end{frame} + +% section: spinner ------------------------------------------------------------- + +\section{SPINNER} + +\begin{frame}[plain]{} + \begin{center} + \includegraphics[scale=0.2]{spinner.pdf} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{What is SPINNER?} + + \begin{itemize} + \item<1-> A proof-of-concept motor control firmware based on the + \textbf{Field Oriented Control} principles + \item<2-> Built on top of \textbf{Zephyr} + \item<3-> Implements the \textbf{current (torque) control loop} using FPU + \item<4-> Provides \textbf{driver interfaces} for: + \begin{itemize} + \item Feedback sensors, e.g. Halls + \item SV-PWM + \item Current sampling + \end{itemize} + \item<5-> Driver implementations for \textbf{STM32} (F3xx) + \end{itemize} + + \begin{center} + \faGithub~\url{https://github.com/teslabs/spinner} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{Supported boards} + + \begin{figure} + \centering + \includegraphics[scale=1]{p-nucleo-ihm002.jpg} + \caption{P-NUCLEO-IHM002 (NUCLEO-F302R8 + X-NUCLEO-IHM07M1).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{SPINNER components} + + \begin{itemize} + \item<1-> \textbf{SV-PWM}: Driver responsible for synthesizing space-vector + using modulated (PWM) signals + \item<2-> \textbf{Current sensing}: Driver responsible for sampling motor + currents and calling current control loop + \item<3-> \textbf{Feedback}: Driver responsible for sensing rotor position + \item<4-> \textbf{Current control loop}: Component responsible for the motor + currents regulation using FOC + \end{itemize} + + \begin{figure} + \centering + \includegraphics[scale=0.35]{spinner-schematic.pdf} + \caption{Block diagram of SPINNER core components.} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Design principles} + + \begin{itemize} + \item<1-> Drivers provide a \textbf{generic interface}, allowing better + \textbf{portability} and \textbf{testability} + \item<2-> \textbf{Vendor HALs} (STM32 LL) are used: allows building on top + of \textbf{battle-tested code} + \item<3-> \textbf{Devicetree} is used to obtain all hardware description, + including pinmux + \item<4-> \textbf{Kconfig} is used to specify all software dependencies + \item<5-> Firmware is \textbf{structured as a module}, following the Zephyr + \texttt{example-application} + \end{itemize} + + \vspace{1em} + + \begin{center} + \scriptsize + \faGlobeAmericas~\url{https://github.com/zephyrproject-rtos/example-application} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{Current sampling} + + \begin{itemize} + \item<1-> Driver responsible for \textbf{sampling motor phase currents}, + usually by means of \textbf{shunt resistors} + \item<2-> \textbf{Measurements} are \textbf{synchronized with SV-PWM} + \item<3-> \textbf{Sampling rate} ranges \textbf{from 10 to 50 kHz} + \item<4-> ADC \textbf{completion IRQ} calls the \textbf{current control + loop} + \item<5-> \textbf{Current control loop} needs to be run at a + \textbf{predictable} rate + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Current sampling: Zero Latency Interrupts} + + \begin{itemize} + \item<1-> Zero Latency Interrupts (ZLI) execute at the + \textbf{highest priority} + \item<2-> \textbf{Not affected by interrupt locking}, i.e. + \texttt{irq\_lock ()} + \item<3-> Combined with Direct Interrupts results in + \textbf{\textit{bare-metal} like performance} + \item<4-> \textbf{Cannot interoperate} with the \textbf{Kernel} + \item<5-> Only supported on Cortex-M if \texttt{CONFIG\_ZERO\_LATENCY\_IRQS} + is enabled + \end{itemize} + + \begin{codebox}[C] + ISR_DIRECT_DECLARE(irq_routine) + { + ... + } + + IRQ_DIRECT_CONNECT(irq, priority, irq_routine, IRQ_ZERO_LATENCY); + \end{codebox} +\end{frame} + +\begin{frame} + \frametitle{Current sampling: Zero Latency Interrupts} + + \begin{figure} + \centering + \includegraphics[scale=0.19]{zli-cloop.png} + \caption{Current sampling ADC JEOS interrupt configured as ZLI calling + current control loop @ 30 kHz (P-NUCLEO-IHM002).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Current sampling: Zero Latency Interrupts} + + \begin{figure} + \centering + \includegraphics[scale=0.19]{zli-disabled-cloop.png} + \caption{Current sampling ADC JEOS interrupt \textbf{not} configured as ZLI + calling current control loop @ 30 kHz (P-NUCLEO-IHM002).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Current Loop} + + \begin{itemize} + \item<1-> Current loop \textbf{controls motor currents} (and so + \textbf{torque}) + \item<2-> Called after the completion of every current sampling + \item<3-> Implements Field Oriented Control (FOC) + \item<4-> The \textbf{most critical and resource demanding} control loop, + \textbf{runs from 10 to 50 kHz} + \end{itemize} + + \begin{figure} + \centering + \includegraphics[scale=0.4]{cloop-only-schematic.pdf} + \caption{Current loop (highlighted blocks).} + \end{figure} +\end{frame} + +\begin{frame} + \frametitle{Current Loop: CMSIS-DSP} + + \begin{itemize} + \item<1-> CMSIS-DSP is a \textbf{suite of digital signal processing (DSP) + functions} for use on Cortex-M and Cortex-A processors. + \item<2-> Provides all \textbf{necessary functions} to implement the + \textbf{current control loop} + \item<3-> \textbf{Available on Zephyr} as a module! + \item<4-> Used functionality can be enabled using + \texttt{CONFIG\_CMSIS\_DSP\_*} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Current Loop: CMSIS-DSP} + + \begin{codebox}[C] + /* compute sin and cos of electrical angle */ + arm_sin_cos_f32(eang, &sin_eang, &cos_eang); + + /* i_a, i_b -> i_alpha, i_beta */ + arm_clarke_f32(i_a, i_b, &i_alpha, &i_beta); + /* i_alpha, i_beta -> i_q, i_d */ + arm_park_f32(i_alpha, i_beta, &i_d, &i_q, sin_eang, cos_eang); + + /* PI (i_d, i_q -> v_d, v_q) */ + v_d = arm_pid_f32(&pid_id, id_ref - i_d); + v_q = arm_pid_f32(&pid_iq, iq_ref - i_q); + + /* v_d, v_q -> v_alpha, v_beta */ + arm_inv_park_f32(v_d, v_q, &v_alpha, &v_beta, sin_eang, cos_eang); + \end{codebox} + + \begin{center} + \tiny + \faLifeRing~\url{https://arm-software.github.io/CMSIS_5/DSP/html/index.html} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{STM32 MCSDK 5.Y.1 comparison} + + \begin{itemize} + \item<1-> MCSDK:\@ \textbf{official} STM32 motor control firmware + \item<2-> Uses \textbf{fixed point arithmetic} + \item<3-> Offers \textbf{more features} (sensorless, speed control, etc.) + \end{itemize} + + \begin{figure} + \centering + \includegraphics[scale=0.14]{cloop-mcsdk-5y1.png} + \caption{STM32 MCSDK 5.Y.1 current control loop @ 30 kHz (P-NUCLEO-IHM002).} + \end{figure} +\end{frame} + +% section: conclusions --------------------------------------------------------- + +\section{Conclusions} + +\begin{frame}[plain]{} + \begin{center} + \Huge + \textbf{Conclusions} + \end{center} +\end{frame} + +\begin{frame} + \frametitle{Conclusions} + + \begin{itemize} + \item<1-> Zephyr allows \textbf{focusing on application development} + \item<2-> Zephyr gives access to \textbf{powerful and modern tools}: + Devicetree, Kconfig, CMake + \item<3-> Zephyr comes with \textit{\textbf{batteries included}}, e.g. + CMSIS-DSP + \item<4-> Zephyr represents a \textbf{cultural-shift} on how development is + done in the embedded industry + \item<5-> \textbf{Zero Latency Interrupts (ZLI)} allow \textbf{bare-metal + like performance} + \item<6-> Access to \textbf{vendor HALs} is a \textbf{key feature} to speed + up driver development + \item<7-> Zephyr has a \textbf{great and supportive community}! + \end{itemize} +\end{frame} + +\begin{frame}[c] + \begin{center} + \huge + \textbf{THANK YOU!} \\ + Questions? \\ + \vspace{2.5em} + \normalsize + \faFilePowerpoint~\url{https://github.com/teslabs/spinner-zds-2021} \\ + \vspace{1.5em} + \faGithub~\url{https://github.com/teslabs/spinner} \\ + \faBook~\url{https://teslabs.github.io/spinner} + \end{center} +\end{frame} + +\end{document} diff --git a/theme/logo.png b/theme/logo.png new file mode 100644 index 0000000000000000000000000000000000000000..702ab615a801ed46363676a3ba0d250ae9e9fb10 GIT binary patch literal 117820 zcmZ6xWmH>#ur-Xkw75&5P~6>0X>n4h~yR_M<8s9EL6&96T2q3hW7$)KNJc9Qp@u zb!}Hw6Av0kX9r6gI|~|DFGmX+3r`zMI5^LFU>cy71&ICaWt_Pd={?@}Ex6#aLz?07 zkRz9_#C8XbG5zsbGpr9w`_M(JmxJ7$JJf(rtYTkBZL9dsN(_8R+s`ha52{?0?}fXb z?F!FY9w1LL=R1HkX8oORUXClBFRQlEq5+*Rw>z2Zxj)2>e3fo>f1NV;VVW5zaA;?GL8Q7$?s#VhOg=xLN`fiJq*q%wGq>`3z|VqI zKe|rVlETc>=wt3ok^dW7S_#0(LB>=p`aRR2(MgU`U9LpSE#IAmuk-*%OGPfl*>35!17Y$sN&`ySvDZ(x=Ak@q?^WmunvnDHc*7wRF)Ai%6B6vZ5+`Rjx)%|L|1y zJymvZ{suypEQ?Z1vJboYqo|I{X1vOB)xl8YtA@j==9F5v{bd)MqSUv;r&JwRO(sVJRc#>A8>KjXMXU=j;t3t0jW1OvSu$hrr=2J`?@T z$EF{8dP=1HYee&UkP1(W!J)mY5SN%QOLIeqBv%E 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