AI Exercise Sequence Generator for Smart Gym Occupancy
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Solution Overview
Problem
Users face difficulties in determining the appropriate exercise machine and exercise load based on their physical development state, and creating an effective exercise plan that balances full-body muscle development, especially in smart gyms where occupancy status of machines can impact workout efficiency.
Innovation Solution
An AI exercise sequence generation system that communicates with exercise machines in a smart gym, determines occupancy status, and provides a personalized exercise program including a user order of machines, automatically adjusting the sequence to optimize muscle development and machine usage efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a fixed exercise sequence is provided to users, then users can follow a structured workout plan, but the system cannot adapt to machine occupancy status or user physical changes
Solution Approach 1:
The exercise sequence is transformed from a static fixed plan to a dynamic adaptive plan that automatically adjusts based on real-time machine occupancy status and user physical condition changes, allowing the system to remain flexible without requiring complex manual reconfiguration
Solution Approach 2:
The system implements feedback mechanisms by continuously monitoring machine occupancy status and user exercise progress, then using this information to automatically adjust and reset exercise sequences, creating a closed-loop adaptive system
2Productivity
If the exercise sequence is manually adjusted for each user, then personalized workout plans can be created, but this increases time consumption and reduces exercise efficiency
Solution Approach 1:
The system enables self-service by automatically generating and adjusting personalized exercise sequences based on pre-set user profiles and real-time occupancy data, eliminating the need for manual trainer intervention while maintaining personalization
Solution Approach 2:
User profiles and exercise preferences are pre-configured in advance, allowing the system to quickly generate personalized sequences without time-consuming manual assessment when users arrive at the gym
3Productivity
If exercise machines are reserved in a fixed order, then users can complete their workout efficiently, but other users cannot effectively utilize the available machines
Solution Approach 1:
The machine usage sequence is made dynamic by allowing automatic resetting based on occupancy status, enabling the system to optimize both individual workout continuity and overall gym resource utilization simultaneously
Data Source
AI summary
According to a desirable embodiment of the present disclosure, an apparatus for providing an artificial intelligence (AI) exercise sequence includes: a communicator configured to communicate with each of exercise machines in a smart gym; a determining unit configured to determine an occupancy status of the exercise machine; an exercise sequence generation unit configured to generate an exercise program including a plurality of exercise machines needed for a user using the smart gym and an exercise sequence including a user order of the plurality of exercise machines; and an AI exercise sequence providing unit configured to provide, to the user in real time, an AI exercise sequence automatically resetting the use order of the plurality of exercise machines included in the exercise sequence according to the occupancy status of the exercise machine in the smart gym.