Modelpublic

ariefansclub/han-energy-efficiency-optimizer-v1

sourceHugging Facemitupdated 7mo agoView on Hugging Face

0likes

Model Card

Energy Efficiency Optimizer

Overview

Model ini memprediksi konsumsi energi humanoid berdasarkan parameter pergerakan dan beban kerja.

Input Features

—walkingspeedmps
—payloadweightkg
—jointactivationrate
—battery_voltage
—terraininclinedeg

Output

—predictedenergyconsumption_joule

Model Type

Regression

Architecture

—Dense(256) + ReLU
—Dense(128) + ReLU
—Dense(64) + ReLU
—Dense(1) + Linear

Loss

Mean Squared Error (MSE)

Optimizer

Adam

Metrics

MAE RMSE R² Score

Application

Energy-aware navigation and planning