Mathematical Models TRIZ Cases
- Systems and methods of selecting an air conditioning system and methods of training models used in these systems and methods
See how AI models analyze usage inputs to select optimal air conditioning systems by calculatin
- AI-Based Laundry Recognition for Tagless Washing Automation
See how camera-based machine learning identifies fabric materials and washing requirements when
- Method and device for guiding wash cycles
See how tumble-motion sensing and server-based analysis automatically identify functional cloth
- Reinforcement learning device, reinforcement learning method, and reinforcement learning program
See how dynamic search amount adjustment based on prediction rewards accelerates learning conve
- Predicting and enhancing shelf life of produce in storage
See how respiration modeling, air circulation optimization, and dynamic parameter control predi
- Predicting and enhancing shelf life of produce in storage
See how modeling air circulation, container stacking, and produce respiration predicts and exte
- Agricultural Field Trial Site Selection and Benefit Tracking System
See how an intelligence system identifies target fields, determines trial locations, and tracks
- Ensemble CNN Text Detection for High-Entropy Product Images
See how segmentation and dual CNN models with selective non-maximal suppression improve text de
- Action optimization device, method and program
See how learned environment reproduction and exploration models enable feedforward control to e
- Method for the determination of a laundry weight in a laundry treatment appliance
See how a supervised learning soft sensor predicts laundry weight from motor power and torque d
- Cooking Apparatus Sensor Fusion for Real-Time Food State Detection
See how fusing gas, temperature, and image sensor data into unified probability algorithms impr
- Adaptive Machine Learning Model Selection for Chiller Fault Prediction
See how adaptive model selection and cluster-based training improve chiller fault prediction ac
- AI-Based Laundry Recognition to Replace Manual Washing Tag Reading
See how camera-based AI recognition extracts fabric material and washing parameters directly fr
- Drip Coffee Machine Learning Extraction for Barista Recipe Replication
See how a drip coffee machine uses sensors and reinforcement learning to replicate barista acid
- Multimodal sensing of thermal comfort for adaptable climate control
See how thermal imaging and physiological sensors detect occupant discomfort states to enable a
- Device for monitoring state of apparatus and method for monitoring state of apparatus
See how projecting sensor data into a dimensionless common-shape space reduces outlier influenc
- Action optimization device, method and program
See how time-space interpolation and environment reproduction models predict future states to o
- Washing apparatus capable of adjusting operation based on additional laundry and method of controlling the same
See how a detergent detection sensor measures washing water conductivity and turbidity to adjus
- Chiller Fault Prediction Using Adaptive Single and Cluster Models
See how adaptive single-device and cluster prediction models enable early chiller fault detecti
- HVAC control fine-grained occupancy pattern estimation
See how fine-grained occupancy sensors and misprediction cost modeling enable dynamic HVAC zone
- Automatic threshold selection of machine learning/deep learning model for anomaly detection of connected chillers
See how adaptive threshold selection using ROC curves and probability density functions enables
- Environmental apparatus controller with learning control based on user condition
See how a learning controller uses arousal level as an intermediary target to coordinate air co
- Adaptive Chiller Fault Prediction Using Single and Cluster Models
See how adaptive single and cluster prediction models enable accurate chiller fault detection e
- Method, apparatus, and system for inferring contaminated air exposure level based on operation information of wearable device or portable air purifier
See how a portable air purifier with fine dust sensors and AI inference enables real-time conta
- Cooking Apparatus Using AI Image Analysis for Adaptive Heating Control
See how RGB and thermal cameras with neural networks analyze cooking material surface and tempe
- Adaptive selection of machine learning/deep learning model with optimal hyper-parameters for anomaly detection of connected chillers
See how adaptive evaluation techniques select optimal ML/DL models for chiller shutdown predict
- Refrigerator and method of controlling thereof
See how a refrigerator uses camera and thermal imaging to display stored items and temperatures
- Method for the determination of a laundry weight in a laundry treatment appliance
See how a data-driven soft sensor predicts laundry weight from motor current and power data, re
- Laundry Machine Foreign Object Detection Using AI Noise Classification
See how microphone-based noise detection and AI classification identify foreign objects in laun
- Method and apparatus for obtaining thermal property data
See how statistical inference from monitored temperature and heat transfer data determines ther
- Building Monitoring With ML Anomaly Diagnosis for Energy Use
Machine learning models flag abnormal building operation in real time, helping diagnose root causes and reduce energy waste and cost.