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KENNISMAKING MET NEURONEN IN NEURALE NETWERKEN (DEEL 1)Kunstmatige Neuronen EMC PRE-COMPLIANCE TEST VOOR UW DC-GEVOED PROJECT (DEEL 1)Dubbele DC-LISN ELEKTRONISCHE BELASTING VOOR DC EN ACTot 400 V en 10 A (piek) ALLE BEGIN......neemt het op tegen de spoel! BEELDVERWERKING MET DE NVIDIA JETSON NANO (DEEL 1)De Hardware en Software EEN GEDETAILLEERD ONDERZOEK NAAR NETTRANSFORMATORENIn- en uitschakelgedrag YES WE CAN MET PICAN 3Een CAN Bus HAT voor de Raspberry Pi 4 ZONNEPANELEN OP JE BALKONZelfbouw balkoncentrale = snel terugverdiend! BEELDVERWERKING EN VIDEO-STREAMING MET EEN RASPBERRY PI 4De Raspberry Pi High-Quality Camera in de praktijk DISPLAYS GEBRUIKEN IN RASPBERRY PI-PROJECTENEen hoofdstuk als voorbeeld: Organische LED-displays (OLED) KENNISMAKING MET DE PARALLAX PROPELLER 2 (DEEL 4):Tekens Versturen ELEKTOR @ 60Een terugblik op voorgaande septembers OOST WEST LAB BESTop het Friese platteland, waar de buizen bloeien... HYBRIDENVreemde onderdelen, de serie EEN KOMPASROOS MET DE GY-271Of waarom we in een acht bewegen om een sensor te kalibreren HOE GROOT IS UW VOETAFDRUK?Bereken de ecologische voetafdruk van uw elektronica CONNECTED THERMOSTAAT MET ESP32Houd uw wijn op de juiste temperatuur! MAGNETISCHE LEVITATIE OP DE DIGITALE MANIERESP32 Pico vervangt de Analoge Comparator ULTIMATE ARDUINO UNO HARDWARE MANUALEen hoofdstuk als voorbeeld: Main Microcontroller Bootloader MICROPYTHON VOOR DE ESP32 C.S. (DEEL 2)Eenvoudig Matrix Displays besturen MADMACHINE SWIFTIO BOARDModerne taal ontmoet moderne Hardware UIT HET LEVEN GEGREPENKnipperlichtrelatie HEXADOKUThe Original Elektorized Sudoku

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Verwirklichen Sie Ihre Projekt-Träume: Der Kilometerzähler fürs Hamsterrad, eine vollautomatische Steuerung Ihrer Ameisenfarm mit Webinterface, oder den Sandwich-O-Mat – eine Maschine, die Sandwich-Toasts nach Wahl belegt und überbackt. Mit dem Arduino und der DIY- oder Maker-Bewegung wurde nicht nur der Einstieg in die Mikrocontroller-Programmierung kinderleicht, auch eine zweite Entwicklung fand statt: Findige Entwickler brachten kleine Boards – sogenannte Shields oder Module – auf den Markt, die den Einsatz von zusätzlicher Hardware stark vereinfachten. Die kleinen Baugruppen enthalten alle wichtigen elektronischen Teile, um mit ein paar Steckkabeln an den Mikrocontroller angeschlossen zu werden, so dass ein frickeliger und aufwändiger Aufbau auf dem Steckboard entfällt. Zudem ist es so möglich, auch winzig kleine Bauteile zu handhaben, die keine Anschlussbeinchen mehr haben (sogenannte SMDs). Enthaltene Projekte Arduino sucht Anschluss BMP, Einführung in Bibliotheken und I²C Mit dem Mehrzweck-Shield I/O-Grundlagen kennenlernen I²C-LCD-Adapter und Punktmatrixanzeigen LCD Keypad Shield Level-Konverter W5100: Internetanbindung I/O-Erweiterungs-Shields Relais und Solid-State-Relais Das Multi-Funktions-Shield: eine universelle Bedieneinheit SD-Kartenleser über SPI anbinden Tasten und 7-Segmentanzeigen 16-Bit ADC DAC MCP4725 16-fach PWM Servo-Treiber MP3-Player GPS-Datenlogger mit SD-Karte Touch-Sensor Joystick SHT31: Temperatur und Luftfeuchtigkeit UV A-Sensor VEML6070 VL53L0X Time-of-Flight Ultraschallsensor-Entfernungsmesser LED-Punktmatrixanzeige mit MAX7219 RTC DS3231 Port-Expander MCP23017 433 MHz Funk MPU-650: Gyroskop Beschleunigungssensor ADXL345 WS2812 RGB-LEDs Spannungsversorgung MQ-xx Gassensoren CO2-Gassensor ACS712 Stromstärkesensor INA219 Stromstärkesensor L298 Motortreiber MFRC522 RFID 28BYJ-48 Stepper-Motor TMC2209 Silent-Step-Stick X9C10x Digitales Poti Farb-TFT-Display mit ST7735 e-Paper Display Bluetooth Geigerzähler SIM800L GSM-Modul I²C-Multiplexer Controller Area Network

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. What to expect This Elektor edition guest-edited by Edge Impulse explores the edge AI workflow, from data collection and model training to deployment and optimization: End-to-End Edge AIA hands-on object detection series that walks through the complete machine learning pipeline on embedded hardware. High-Resolution, High-Speed Object Counting (Nvidia Jetson Nano, TensorRT)Pushing inference speed and precision for visual counting applications. PCB Defect Detection with Computer Vision (Raspberry Pi)Smarter manufacturing through embedded vision. Smart Building Ventilation with Sensor FusionAI-powered environmental optimization for energy efficiency. Analog Meter Reading (Arduino Nicla Vision)A TinyML approach to automating analog infrastructure. Smart Appliance Control Using Voice Commands (Nordic Thingy:53)Speech recognition at the edge. Liquid Classification with TinyML (Seeed Wio Terminal + TDS Sensor)Combining IoT sensing and embedded ML for fluid analysis. Surgery Inventory Object DetectionApplying real-time vision to healthcare logistics. Plus, the magazine includes exclusive interviews with: Edge Impulse co-founders Zach Shelby and Jan Jongboom; Qualcomm Technologies VP of product management Manny Singh; and EDGE AI FOUNDATION CEO Pete Bernard. Also included are a Tech the Future essay titled "AI at the Edge: Powering the Next Generation of Devices," an Industry Case Study on GlobalSense, and more. Contents What the Heck Is Edge AI Anyway?Bringing Intelligence to the Device Meet Edge Impulse StudioEasily Build and Deploy Edge AI Models Keyword Spotting with Edge ImpulseCollect, Train, and Deploy Smart Appliance Control Using Voice Commands with the Nordic Thingy:53 Key Terms for Understanding Edge AI and Machine Learning Crash Course: Getting Started with Edge ImpulseLearn to Collect, Train, and Deploy an ML Model with the Arduino Nano 33 BLE Sense A New Chapter for ArduinoFrom Hobby Board to Edge Computing Powerhouse Getting Started with Object Detection on Edge Devices PCB Defect DetectionComputer Vision with Raspberry Pi Scaling AI to the Smallest Devices Optimizing Power Efficiency in Battery-Driven Edge AI Devices AI ToasterWhen Edge AI Meets Breakfast Thundercomm Rubik Pi 3Raspberry Pi Familiarity Meets Edge AI Leadership, Embedded ML, and the Edge Revolution Vision Language Models for the EdgeCascading Models for Better Reliability Get to Know Edge ImpulseQuestions from the Elektor Community Project Update #5: ESP32-Based Energy MeterUsing Edge AI to Recognize Household Loads Motion Recognition with Anomaly DetectionAn End-to-End Tutorial Smart Ventilation System: Fusing Sound and Environmental DataA Dual-MCU Machine Learning Approach for Automated Window and Louver Control Bringing Voice Control to Earbuds and Headsets AI at the Edge: Powering the Next Generation of Devices

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Raspberry Pi 5 provides two four-lane MIPI connectors, each of which can support either a camera or a display. These connectors use the same 22-way, 0.5 mm-pitch “mini” FPC format as the Compute Module Development Kit, and require adapter cables to connect to the 15-way, 1 mm-pitch “standard” format connectors on current Raspbery Pi camera and display products.These mini-to-standard adapter cables for cameras and displays (note that a camera cable should not be used with a display, and vice versa) are available in 200 mm, 300 mm and 500 mm lengths.

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Elektor GREEN and GOLD members can download their digital edition here. Not a member yet? Click here. PIO Programming on the Raspberry Pi PicoNine Instructions, Many Possibilities Breaking AI Out of the BrowserUsing AI CLIs to Code, Compile, and Validate Embedded Projects The Scrutiny DebuggerDebug, Visualize, and Test Embedded C/C++ Code Sigfox Breakout Board (1)A Self-Built Radio BoB Low-Noise Power Supply (2)Construction, Assembly, and Practical Implementation Simple Signal Generator Using the RP2040Analog and Digital Signals for Around €10 Navigating the Future of Smart Homes with Matter and Edge AIAre Matter’s Latest Updates and the Rise of Edge AI Finally Giving Engineers the Tools to Build the Intelligent, Seamless Smart Homes Users Have Been Promised? Differential Pressure SensorsPredictive Maintenance in HVAC-Systems Security by DesignEngineering Fundamentals Limit Failure Embedded Security Is No Longer Optional CRA and PQC Are Rewriting Embedded Security PrioritiesWhy Even Small IoT and Industrial Firms Need an Upgrade Plan embedded world 2026An Interview With Benedikt Weyerer, Executive Director of embedded world Hands on with I3CUsing Hardware from ST and Microchip The BLEnky ProjectRapid Prototyping of Bluetooth Low Energy Applications Pulse Width ModulationFrom a Simple On/Off Thermostat to a Smoothed DC Analog Signal AudiotronicsEar-Pleasing Electronics for DIY Construction From Life’s ExperienceRead The F...ing Manual! ESP32 Audio Transceiver Board (Part 4)Tuning the Clocks - And a Wired Option 2026: An AI OdysseyThe 2025 Vibe-Coding Hangover Symmetrical DC LoadDC Load, Static or Dynamic, and Symmetrical Counting Faces with MaixCAMAn Easy Way to Capture Audience Sizes

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A Practical Guide to AI, Python, and Hardware Projects Welcome to your BeagleY-AI journey! This compact, powerful, and affordable single-board computer is perfect for developers and hobbyists. With its dedicated 4 TOPS AI co-processor and a 1.4 GHz Quad-core Cortex-A53 CPU, the BeagleY-AI is equipped to handle both AI applications and real-time I/O tasks. Powered by the Texas Instruments AM67A processor, it offers DSPs, a 3D graphics unit, and video accelerators. Inside this handbook, you‘ll find over 50 hands-on projects that cover a wide range of topics—from basic circuits with LEDs and sensors to an AI-driven project. Each project is written in Python 3 and includes detailed explanations and full program listings to guide you. Whether you‘re a beginner or more advanced, you can follow these projects as they are or modify them to fit your own creative ideas. Here’s a glimpse of some exciting projects included in this handbook: Morse Code Exerciser with LED or BuzzerType a message and watch it come to life as an LED or buzzer translates your text into Morse code. Ultrasonic Distance MeasurementUse an ultrasonic sensor to measure distances and display the result in real time. Environmental Data Display & VisualizationCollect temperature, pressure, and humidity readings from the BME280 sensor, and display or plot them on a graphical interface. SPI – Voltmeter with ADCLearn how to measure voltage using an external ADC and display the results on your BeagleY-AI. GPS Coordinates DisplayTrack your location with a GPS module and view geographic coordinates on your screen. BeagleY-AI and Raspberry Pi 4 CommunicationDiscover how to make your BeagleY-AI and Raspberry Pi communicate over a serial link and exchange data. AI-Driven Object Detection with TensorFlow LiteSet up and run an object detection model using TensorFlow Lite on the BeagleY-AI platform, with complete hardware and software details provided.

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Develop your own custom home automation devices Espressif's ESP8266 and ESP32 microcontrollers have brought DIY home automation to the masses. However, not everyone is fluent in programming these microcontrollers with Espressif's C/C++ SDK, the Arduino core, or MicroPython. This is where ESPHome comes into its own: with this project, you don’t program your microcontroller but configure it. This book demonstrates how to create your own home automation devices with ESPHome on an ESP32 microcontroller board. You’ll learn how to combine all kinds of electronic components and automate complex behaviours. Your devices can work completely autonomously, and connect over Wi-Fi to your home automation gateways such as Home Assistant or MQTT broker. By the end of this book, you will be able to create your own custom home automation devices the way you want. Thanks to ESPHome and the ESP32, this is within everyone’s grasp. Set up an ESPHome development environment and create maintainable configurations Use buttons and LEDs Sound a buzzer and play melodies Read measurements from various types of sensors Communicate over a short distance with NFC, infrared light, and Bluetooth Low Energy Show information on various types of displays Downloads Software

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Recently, the development of a tiny chip called the ESP8266 has made it possible to interface any type of microcontroller to a Wi-Fi AP. The ESP8266 is a low-cost tiny Wi-Fi chip having fully built-in TCP/IP stack and a 32-bit microcontroller unit. This chip, produced by Shanghai based Chinese manufacturer Espressif System, is IEEE 802.11 b/g/n Wi-Fi compatible with on-chip program and data memory, and general purpose input-output ports. Several manufacturers have incorporated the ESP8266 chip in their hardware products (e.g. ESP-xx, NodeMCU etc) and offer these products as a means of connecting a microcontroller system such as the Android, PIC microcontroller or others to a Wi-Fi. The ESP8266 is a low-power chip and costs only a few Dollars. ESP8266 and MicroPython – Coding Cool Stuff is an introduction to the ESP8266 chip and describes the features of this chip and shows how various firmware and programming languages such as the MicroPython can be uploaded to the chip. The main aim of the book is to teach the readers how to use the MicroPython programming language on ESP8266 based hardware, especially on the NodeMCU. Several interesting and useful projects are given in the e-book (pdf) to show how to use the MicroPython in NodeMCU type ESP8266 hardware: Project “What shall I wear today?”: You will be developing a weather information system using a NodeMCU development board together with a Text-to-Speech processor module. Project “The Temperature and Humidity on the Cloud”: You will be developing a system that will get the ambient temperature and humidity using a sensor and then store this data on the cloud so that it can be accessed from anywhere. Project “Remote Web Based Control”: You will be developing a system that will remotely control two LEDs connected to a NodeMCU development board using an HTTP Web Server application.

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ELEKTOR AIDE L'électronique dans des temps difficiles AFFICHAGE D'INFORMATION POUR LA MAISON avec Windows sur le Raspberry Pi DÉMARRER AVEC NODE-RED un outil de programmation open source basé sur des blocs visuels LA tombola d'ÉTÉ d'ELEKTOR GREATSCOTT ! CONSTRUIRE UN SYSTÈME D'ALARME LORA REVUE : ALIMENTATION DE LABORATOIRE JOY-IT RD6006 (KIT) REVUE : INTERFACEBOARD GREATFET ONE QUI N'HONNE PAS LES PETITS – XXL de la boîte à suggestions d'Elektor ANTENNE WIFI EXTERNE 2,4 GHZ POORLUIS CONTRÔLE FACILE DE LA TEMPÉRATURE MARCHE/ARRÊT AVEC CHAPEAU RASPBERRY PI COMMENT PRENDRE DE (BONNES) PHOTOS DÈS L'IMPRESSION... ...et les composants électroniques ? REVUE : NOYAU I2CDRIVER ÉCRAN TACTILE JOY-VIEW 13 DE JOY-IT BOOSTER LED POUR MICROCONTRÔLEURS avec un seul composant ! MACHINE À LAVER À ULTRASONS EXPÉRIMENTALE REVUE : GÉNÉRATEUR DE SIGNAUX JOY-IT JDS2915 générateur de signaux doubles avec compteur de fréquence dans un boîtier métallique PROGRAMMATION DES FEUX DE SIGNALISATION EN LANGAGE PIC ASSEMBLY LED CLIGNOTANT PERMANENT CAPTEUR DE HALL EXPÉRIMENTAL DÉTECTER LES COURT-CIRCUITS AVEC UN MILLIOHM OU ESR MÈTRE KIT PRATIQUE ÉLECTRIQUE SDR PIPELINE DE LABORATOIRES ÉLECTRIQUES KICK-STARTER ÉLECTRIQUE ....eh bien, vous voyez ce que nous voulons dire. AVEZ-VOUS VRAIMENT BESOIN DE TOUT ÇA ??? ici, je passe de nombreuses heures sur des projets électroniques... LABORATOIRE EST OUEST MEILLEUR un aperçu du plus saint des saints, où naissent des projets intéressants BONJOUR LE MONDE! NOUS SOMMES ELEKTOR ET NOUS SOMMES SOCIAUX M4 + A7 + GPU : UNE ÉQUIPE DE RÊVE INÉGALE le nouveau SoC STM32MP1 pour les travaux plus lourds CONFIGURATION DE TEST POUR LE 16F18877 ET AUTRES GRANDES PHOTOS COMMUNICATION INTER-ΜC AVEC LE BUS SPI ET ATMEGA328P SIX VARIANTES DE L'OSCILLATEUR LF/AF (et la capacité de M. Miller) BBC MICRO:BIT oscilloscope absolument minimaliste avec affichage LED FEU DE RUNNING À LED 'KNIGHT RIDER' AVEC ESP32 GÉNÉRATEUR DE SIGNAUX AM LW/MW AVEC ATTINY13 DIPMÈTRE ABSOLUMENT MINIMALISTE SCOOTERS ÉLECTRIQUES BON MARCHÉ quelle est la qualité d'un scooter électrique « homologué » à 300 euros de Lidl ? AIDE AU STATIONNEMENT À ULTRASONS AVEC ARDUINO UNO PÉDALE DE DISTORSION AVEC AMPLI OP ET TUBES DE CHARGE SPATIALE INDISPENSABLE POUR CHAQUE LABORATOIRE D'ÉLECTRONIQUE HEXADOKU IA POUR DÉBUTANTS (2) réseaux de neurones avec Linux et Python

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STM32 Nucleo family of processors are manufactured by STMicroelectronics. These are low-cost ARM microcontroller development boards. This book is about developing projects using the popular Nucleo development board. In the early chapters of the book, the architecture of the Nucleo family is briefly described. Software development tools that can be used with the Nucleo boards such as the Mbed, Keil MDK, TrueSTUDIO, and the System Workbench are described briefly in later Chapters. The book covers many projects using most features of the STM32 Nucleo development boards where the full software listings for Mbed and System Workbench are given for every project. The projects range from simple flashing LEDs to more complex projects using modules and devices such as GPIO, ADC, DAC, I²C, LCD, analog inputs and others. In addition, several projects are given using the Nucleo Expansion Boards, including popular expansion boards such as solid-state relay, MEMS and environmental sensors, DC motor driver, Wi-Fi, and stepper motor driver. These Expansion Boards plug on top of the Nucleo development boards and simplify the task of project development considerably. Features of this book Learn the architecture of the STM32 microcontrollers Learn how to use the Nucleo development board in projects using Mbed and System Workbench Toolchains Learn how to use the Nucleo Expansion Boards with the Nucleo development boards Update The Mbed compiler has been replaced with two software packages: The Mbed Studio and Keil Studio Cloud. Both of these software packages are free of charge and are available on the Internet. If you need assistance using the Keil Studio Cloud, please download the Guide below.

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KI in der Praxis Tauchen Sie ein in die faszinierende Welt der Robotik und Automatisierung! Dieses Elektor Special zeigt, wie Sie mit Kreativität, etwas Know-how und günstiger Technik eigene Roboter bauen können. Vom ersten DIY-Projekt mit Arduino oder Raspberry Pi bis hin zu intelligenten Systemen mit KI – dieses Heft macht moderne Robotik verständlich und greifbar. Entdecken Sie praxisnahe Anleitungen, inspirierende Projekte und spannende Einblicke in die Maker-Szene. Lernen Sie, wie aus Experimentierfreude, Gemeinschaft und Offenheit echte Innovation entsteht – und warum Robotik weit mehr ist als nur ein technisches Hobby. Inhalt Phantasie wird Realität Arduino-controlled Drawing Robot GalaxyRVR Mars Rover Kit for Arduino YDLIDAR X4Pro Lidar xHuskyLens AI Camera DOF Robot Arm mit Raspberry Pi Pico Fertigungsroboter mit Fischertechnik Pneumatischer Industrieroboter Warum bauen wir immer wieder Roboterhunde? Elektor Mini-Wheelie Roboterfahrzeuge und autonomes Fahren

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Diese Ausgabe steht allen GOLD- und GREEN-Mitgliedern auf der ElektorMagazine-Website zum Download bereit! Sie sind noch kein Mitglied? Hier klicken! Beschleunigung der IoT-Innovation Ein WLAN-Bilderrahmen mit farbigem E-Ink-Display Tutorial ESP-LaunchpadVon Null auf Flash in wenigen Minuten ESP32 und ChatGPTAuf dem Weg zu einem selbst-programmierenden System Walkie-Talkie mit ESP-NOWNicht ganz WLAN, nicht ganz Bluetooth, aber... Von der Idee zur Schaltung mit dem ESP32-S3Ein Leitfaden für die Prototypentwicklung mit Espressif-Chips AIoT-Chip-InnovationEin Interview mit Espressif-CEO Teo Swee-Ann ESP32 mit Wokwi simulierenDer virtuelle Zwilling Ihres Projekts Ausprobiert: die ESP32-S3-BOX-3Eine umfassende AIoT-Entwicklungsplattform Mein Elektronik-ArbeitsplatzEinblicke und Tipps von Espressif-Ingenieuren Die ESP-RainMaker-StoryWie wir „Ihre“ IoT-Cloud entwickelten Zusammenbau des Elektor-Kits Cloc 2.0Ein Elektor-Produkt, ausprobiert von Espressif Ausgepackt: der ESP32-P4Die nächste Ära der Mikrocontroller Rust + EmbeddedEin Power-Duo für die Entwicklung Wer sind die Rust-begeisterten Embedded-Entwickler?Wie Espressif Embedded Rust für den ESP32 kultiviert Zeitleiste der SoC-Reihe von Espressif Aufbau einer SPS mit Espressif-LösungenMit den Fähigkeiten und Funktionen des ISOBUS-Protokolls Das ESP32-S3-VGA-BoardBitlunis aufregende Reise in die Produktentwicklung Akustischer Fingerabdruck mit ESP32Songerkennung mit dem Open-Source-Projekt Olaf Zirkularer Weihnachtsbaum 2023Weihnachtszeit, eine High-Tech-Annäherung Für ein einfacheres und komfortableres LebenEin Amateurprojekt basierend auf dem ESP8266-Modul von Espressif Wie man IoT-Apps ohne Software-Expertise erstelltMit der Blynk IoT-Plattform und Espressif-Hardware Erstellung einer intelligenten Benutzeroberfläche auf ESP32 Schnelle und einfache IoT-Entwicklung mit M5Stack Prototyping eines Energiezählers mit ESP32 Ein Distributor für IoT und mehr – mit Mehrwert Tiefe Einblicke: Ein Interview mit Arduino über den Nano ESP32Alessandro Ranellucci und Martino Facchin diskutieren über die Zusammenarbeit mit Expressif IoT-Chip-InnovationenEinblicke von und in Espressif Rationelle MCU-Programmierung dank ESP Privilege Separation Ein Open-Source-Spracherkennungsserver...und die ESP-BOX Das mitdenkende AugeGesichtserkennung und mehr mit ESP32-S3-EYE Knopfzellen-Sender mit ESP32-C2Entwurf und Leistungsbewertung Matter – ein Meilenstein für das Smart HomeSo schalten Sie das IoT-Potenzial von Smart Home frei Tech the Future: Wohin steuert Smart Home IoT?

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