Real Time Analytics
Overview

Renesas’ Real-Time Analytics brings advanced signal processing, machine learning, and anomaly detection directly to MCUs and MPUs for fast, accurate edge intelligence. It enables predictive maintenance, equipment monitoring, and user and environmental sensing with a compact, explainable, and fully integrated toolchain.

Applications

Asset Movement Recognition (AMR)

Detects multiple classes of movements in real-time. Gesture recognition to identify specific scenarios of the asset.

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Roller Floor Type Detection

Floor type detection that detects different surface textures with a trained classifier to help vacuums run at the highest efficiency.

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Unbalanced Load & Shaft Misalignment

Realtime unbalanced load and shaft misalignment detection to prevent equipment damage. It independently runs on two motors.

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Load Detection

Renesas adds load awareness to sensorless three‑phase BLDC and PMSM drives by identifying startup load in real time and adjusting startup current accordingly, improving performance and reducing system stress without any hardware changes.​

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Glass Break Detection

Smart sound-analysis technology that instantly detects breaking glass supported by Reality AI Tools. Alerts you for fast, reliable protection.​​

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Baby Cry Detection

Application example providing extra safety and support to promptly meet baby’s needs.​​

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Startup Anomaly Detection

Combining AI and signal processing to detect motor anomalies at startup without the need for additional sensors.

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Glass Break Detection

Aizip’s glass break detection solution provides accurate detection of the glass break sound for home and office protection

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Multi Modal Combos

Person Access System

Aizip’s Person Access System (PAS) provides accurate person identification through face recognition and speaker identification.

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Solution Suite Concept - Delivery Robot

E-delivery robots with AI-driven autonomy, predictive maintenance, and advanced sensor fusion for safer, smarter, and more efficient urban deliveries.

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Solution Suite Concept - Washing Machine

Renesas has introduced a software-based smart washing machine concept to enhance performance in user interaction and motor reliability.

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Solution Suite Concept - Refrigerator

Renesas' solution concept introduces a suite of AI-driven applications designed to tackle everyday challenges in refrigeration systems with focus on enhancing operational efficiency and reliability in key areas such as predictive maintenance, energy optimization, and asset management.

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