Monitor dorm power fluctuations and save your LED bulbs from early burnout.
Dorm students suffer flickering and rapid burnout of energy-efficient LED bulbs due to irregular campus power grids.
VoltDorm integrates with affordable smart plugs to track voltage instability in real-time, alerting users to risky conditions that cause flickering and burnout. It predicts bulb lifespan based on power data and sends replacement reminders. Students get peace of mind with automated reports tailored to their dorm's grid quirks.
College students living in on-campus dorms
Dorm-specific power monitoring with predictive analytics tuned for campus grids, unlike generic smart home apps.
friendly
Connect to Tuya/SmartLife plugs via API to monitor voltage and current.
Push notifications for voltage spikes/drops causing flicker.
ML model estimates remaining life based on historical power data.
Visual charts of power stability over time per dorm room.
Email/SMS alerts when bulbs near end-of-life.
Curated advice for stabilizing dorm power.
Manage multiple outlets in shared dorms.
PDF downloads for dorm maintenance requests.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| dorm_location | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| api_key | text | No |
| name | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| device_id | uuid | No |
| voltage | float | No |
| timestamp | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| device_id | uuid | No |
| install_date | timestamp | No |
| predicted_life | int | Yes |
Relationships:
/api/devicesAdd new smart plug device
/api/readingsFetch recent power readings
/api/predict-bulbRun lifespan prediction
/api/alertsList user alerts
/api/users/meGet user profile
7-day data history
Up to 5 rooms
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 50 | 4% | $34 | $408 |
| Month 6 | 800 | 6% | $816 | $9,792 |
VoltDorm monitors your power grid and predicts bulb life – no more flickering surprises.
Post in r/dormlife and r/college with a free beta invite; DM student influencers on TikTok sharing dorm hacks; offer free Pro access to first 10 signups from campus Facebook groups.
Broad IoT support
No bulb prediction or dorm focus
Tailored analytics for campus power issues
Customizable
Complex setup for students
Plug-and-play SaaS dashboard
Data moat from aggregated anonymized dorm power patterns for better predictions.
Rising dorm enrollments and LED adoption amid aging campus infrastructure post-pandemic.
Smart plug API changes
Support multiple providers
Low smart plug adoption in dorms
Partner with cheap plug sellers
ML prediction accuracy
Start with rule-based, iterate with data
Success: 60% express interest
Success: 80% retention week 2
Success: 100 signups
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