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AgriSense AI
Divine Intelligence for Farmer Prosperity
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▸ POWER & PUMP MANAGEMENT

🔌 Run the pump smart. Save the bill.

Telangana farmers get 9 hours free agri-electricity, but timing and dry-runs kill pumps. AgriSense AI schedules your motor for the right hour, alerts on outages, prevents dry runs, and recommends PM-KUSUM solar pumps. Average AgriSense AI farmer saves 32% on diesel + extends pump life by 2.4 years.

9 hr
Free agri-supply / day
5.5 kW
Your pump rating
36%
Last month savings
42
Run-hours / week
0
Dry-run events

📅 Today's smart schedule · 22 May

AI uses tariff windows, weather, soil moisture, and AWD plan to schedule the pump.

04:00 - 06:00
💧 Irrigation block 1 · 2 hr
Lower evaporation · soil moisture 18% · AWD wetting day
Pump ON
06:00 - 09:00
🛑 Pump off
Soil moist · check borewell yield in 3 hrs
OFF
09:00 - 12:00
☀️ Solar boost · 3 hr
PM-KUSUM 5 kW system · runs without grid · 0 cost
SOLAR
12:00 - 15:30
⚠️ Grid outage forecast
TSSPDCL planned maintenance — defer pumping
OUTAGE
17:00 - 19:00
💧 Irrigation block 2 · 2 hr
Free agri-supply window · ideal cool hour
Pump ON
21:00 - 22:00
🛑 No more pumping today
Total 7 hr · within plan · skip night
OFF

⚙️ Pump health

5.5 kW submersible · Crompton CRI · installed 18 Oct 2023

AI scoring your pump against vibration signature + current draw + run-hour log from the AgriSense AI smart plug.
Health score
94/100
Vibration
Normal · 2.1 mm/s
Bearing temp
42°C
Current draw
11.4 A · spec 12 A
Dry runs blocked
14 this season
Service due
In 92 days

🌞 Solar pump opportunity

☀️

PM-KUSUM A (grid-connected)

Sell excess solar to DISCOM at ₹3.13/unit. Net-zero electricity bill.

60% subsidy
💧

PM-KUSUM B (stand-alone pump)

5 kW solar pump · 0 fuel · 0 grid · runs 5-6 hrs daily.

30-60% subsidy
🔄

PM-KUSUM C (solarisation)

Convert existing pump to solar. Use grid only when sun absent.

30% subsidy
🏘️

Village microgrid

Cluster of 12 farms shares 35 kW solar array. Cheaper per farmer.

Co-funded

🧠 The model behind it

Smart-plug logs pump current and run-time at 1 Hz. LSTM model detects abnormal vibration + current spike = pre-failure warning 5-7 days ahead. Reinforcement learning scheduler optimises pump runtime against: free-supply window, solar window, soil moisture, evapotranspiration forecast, and crop stage. Outage signal pulled from TSSPDCL feeder feed + neighbour reports.