Smart Plug - Case Study

The client required a smart plug designed to seamlessly extend their existing portfolio of smart home appliances and meet the growing consumer demand for energy-efficient home automation. The device needed to feature a sleek, minimalist aesthetic, and a compact form factor while leveraging the ESP32 microcontroller for native Wi-Fi Mesh connectivity. A core requirement was a future-proof system architecture, ensuring that both the hardware and firmware were engineered to support easy scalability and the seamless addition of new devices into the client’s expanding smart ecosystem.

Project Context

To deliver on these commercial goals, the smart plug was developed to accurately monitor real-time power consumption, execute localized scheduling, and safely toggle standard mains power. Real-time power consumption monitoring is the process of continuously tracking the energy usage of connected devices. A foundational requirement of the project was an adaptive, future-proof system architecture. The ESP32 microcontroller was selected as the core processing unit from the outset, chosen for its dual-core performance, native Wi-Fi capabilities, and built-in support for mesh networking. While the initial development phases utilized off-the-shelf ESP32 hardware to validate basic relay functionality and power telemetry, both the firmware framework and the custom PCB were deliberately engineered to support future expansion.

“The ESP32 microcontroller provides robust dual-core performance and native Wi-Fi capabilities essential for smart home integration.” The development process followed a strict, phased lifecycle designed to de-risk production and optimize space constraints. It began with proof-of-concept functional validation on development boards before transitioning to a highly compact custom PCB design tailored to fit the tight limitations of the plug’s physical enclosure.

smart plug cover img
smart plug cover img

Project Context

To deliver on these commercial goals, the smart plug was developed to accurately monitor real-time power consumption, execute localized scheduling, and safely toggle standard mains power. Real-time power consumption monitoring is the process of continuously tracking the energy usage of connected devices. A foundational requirement of the project was an adaptive, future-proof system architecture. The ESP32 microcontroller was selected as the core processing unit from the outset, chosen for its dual-core performance, native Wi-Fi capabilities, and built-in support for mesh networking. While the initial development phases utilized off-the-shelf ESP32 hardware to validate basic relay functionality and power telemetry, both the firmware framework and the custom PCB were deliberately engineered to support future expansion.

“The ESP32 microcontroller provides robust dual-core performance and native Wi-Fi capabilities essential for smart home integration.” The development process followed a strict, phased lifecycle designed to de-risk production and optimize space constraints. It began with proof-of-concept functional validation on development boards before transitioning to a highly compact custom PCB design tailored to fit the tight limitations of the plug’s physical enclosure.

Hardware Stack with Custom PCB Layoutk

Each of the following components was carefully selected and integrated into a custom PCB layout engineered to fit within the tight physical constraints of the plug’s consumer enclosure.

ESP32 Microcontroller

Primary CPU and Wi-Fi transmitter chosen for its dual-core processing efficiency, native wireless capabilities, and built-in support for decentralized mesh networks.

Transformerless Buck Converter

Compact, non-isolated power supply unit optimized to efficiently step down 230V AC mains power into low-voltage DC within highly restricted enclosure spaces.

Transistor-Driven 10A Relay

High-capacity mechanical switching component utilizing an integrated transistor circuit to safely toggle mains power to connected appliances up to a 10A load.

Low-Dropout Voltage Regulation

Onboard Low-Dropout (LDO) regulator stage engineered to provide clean, low-noise, and highly stabilized DC voltage to safeguard the sensitive microcontroller. 

Firmware Stack

Provisioning & Client Connectivity Layer

Secure BLE provisioning framework and Wi-Fi client stack managing local network authentication, handshakes, and fallback reconnection mechanisms.

Mesh End-Node Engine

Lightweight ESP32 Wi-Fi Mesh implementation optimized for peripheral nodes, ensuring seamless data routing to the central Gateway within the self-healing topology.

Metrology & Energy Analytics Engine

Low-level driver interface for real-time polling and calibration of the energy measurement IC to capture voltage, current, power, and cumulative consumption data.

Power Actuation & Safety Cor

Deterministic relay control loop featuring zero-crossing detection to minimize inrush current, backed by hardware-level safety overrides for over-current and over-voltage states.

Localized Scheduling Engine

Autonomous edge-computing module executing time-based automation independently, ensuring uninterrupted schedule execution during complete network or cloud outages.

System Implementation

Product development track complete the smart plug’s implementation followed a strict, standalone lifecycle designed to de-risk high-voltage integration and optimize extreme space constraints. The lifecycle commenced with an autonomous Proof-of-Concept (PoC) phase utilizing off-the-shelf ESP32 hardware to safely isolate and validate basic relay actuation and real-time power telemetry. This allowed the firmware framework to be built from scratch as a separate, dedicated codebase, ensuring the smart plug operates as a self-sufficient edge device capable of independent execution before ever interacting with the wider network.

The smart plug required workflow focused on safe AC/DC mains power toggling, localized energy calculation, and aggressive thermal profiling under load. “Safe AC/DC mains power toggling is critical for preventing electrical hazards and ensuring reliable operation.” The custom PCB layout was engineered from the ground up to fit within the highly restrictive, minimalist boundaries of the plug’s physical consumer enclosure while strictly maintaining necessary electrical safety boundaries.

Time Estimates

The following table outlines the estimated development hours across each project milestone, from initial analysis through to physical validation of the hardware platform. Firmware estimates reflect the complexity of building on top of the ESP32 microcontroller, particularly the time required to implement and tune the native Wi-Fi Mesh stack for reliable node integration within the broader smart home ecosystem.

    Stage Min   h Max   h
Component selection
8
14
Schematic drawing 
14
20
Component package drawing 
8
12
PCB routing 
16
24
Production files & component ordering 
8
12
Assembly & Hardware Testing
22
36

Total Hardware time

74
116
Wifi communication (Node setup & BLE provisioning)
40
60
ESP32 WiFi Mesh communication (Node mesh integration)
48
72
ESP32 WiFi Mesh communication (Node mesh integration)
48
72
Cloud MQTT broker communication (done within the Gateway project)
32
48
Mobile App communication via MQTT broker
224
256
Bussiness logic – Schedules
104
136

Total Firmware time

448
572
Quality Assurance
50
60
Project Management
50
60

Total project time

622
808

Note: To the final total project estimated time might be added up to 15% of time for risk assessment.

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