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Aralvaimozhi · Kanniyakumari · Tamil Nadu

Portfolio overview

Live output, earnings, open incidents and season losses for the Aralvaimozhi wind cluster and the Thovalai solar park.

Portfolio output
Energy today
Revenue today
Lost today
Wind

Aralvaimozhi Wind Cluster

24 × 250 kW in Class 1/2/3 + 2 × 3 MW pilot
Solar

Thovalai Solar Park

25.1 MWp DC · 20 MWac · 8 inverters
WESTERN GHATS SW MONSOON · JUN–SEP NE MONSOON · OCT–DEC Nagercoil Kanyakumari Tirunelveli Thoothukudi Thiruvananthapuram Panagudi Aralvaimozhi Wind ClusterPass / Muppandal belt · 12 MW Thovalai Solar Park25.1 MWp / 20 MWac Arabian SeaGulf of Mannar
Why here? The gap in the Western Ghats funnels the SW monsoon. The Muppandal belt holds ≈ 1,500 MW.Schematic

Active incidents

Every open ticket across both sites, ranked by rupees lost per hour

Last wind season

Sample-turbine audit · May–Sep 2026

Portfolio energy outlook: next 7 days

P50 daily energy from the live weather ensemble · wind and solar stacked
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The AMC service loop

From fault to fixed, and the client sees every step

1
Sense

SCADA, inverter and meter data every 1–10 min: wind, power, temperatures, vibration, string currents.

2
Benchmark

Each turbine is compared with the best-run sample in its wind class, so the wind's own variation cancels out.

3
Diagnose

Root-cause hints (reset pending, gearbox, yaw, blades, inverter, string) with the loss in units and ₹ per hour.

4
Notify

WhatsApp to the owner and the nearest technician: asset, location pin, fault, spares to carry.

5
Fix & track

Ticket timeline with SLA timers: accepted → on site → resolved, geo-verified.

6
Prove value

Monthly and seasonal report: units recovered, ₹ saved, availability, SLA compliance.

Data foundation

Built on real, public weather & climate data

Open-Meteo forecastLive wind 80/120 m, irradiance, temperature, cloud
GFS 31-member ensembleProbabilistic P10 / P50 / P90 forecasts
ERA5 reanalysisReal hourly wind of the 2026 season (audit)
NASA POWER20-year monthly climatology for any lat/lon
TNERC F&S Regulations 202415-min scheduling & deviation settlement
IEC 61400-12/26 · IEC 61724Power-curve, availability & PV performance
Wind · live digital twin

Aralvaimozhi wind farm in 3D

Every turbine sits on the terrain of the pass inside its wind class. Rotors turn at their real RPM, nacelles yaw into the measured wind, and stopped 250 kW machines deploy their blade-tip brakes. Click any turbine for live SCADA.

26 turbines12.0 MW installedClass 1 · 2 · 3 zones8.26° N 77.54° E
Drag to orbitRight-drag to panScroll to zoomClick a turbine
Turbine status
Farm right now
Camera
Wind
View
Now
Building the Aralvaimozhi pass
Terrain · 26 turbines · 33 kV lines · 2,300 palms

Live activity

0 events
Wind · sample-turbine benchmarking

Season loss audit: one sample turbine, every turbine judged

Wind flow is area-wise, so every cluster sits in a wind class (1, 2 or 3). Inside a class all turbines see nearly the same wind, so the best-run 250 kW sample turbine shows what every other turbine should have produced. Wind is not in our control; the gap between a turbine and its sample is operation and maintenance, and that is what this page measures in units and rupees.

Season 1 May – 30 Sep 2026Wind: ERA5 hourly (real)Generation: simulated O&M

Turbines vs sample

Expected = sample turbine × site factor (wake / micro-siting). Click a row to open its season story.

Where the units went

Controllable loss by cause, per class
Stopped while windy: output under 10% of expected. Partial-day / late restart: 10–85% of expected, which is typical of manual resets after grid trips. Chronic: a steady few-percent shortfall from blades, yaw or calibration.

Season story: actual vs expected (from the sample)

Daily units · shaded area = controllable loss

Loss by month

Controllable units lost, all classes

Next wind season: prediction

If nothing changes vs with SuryaVayu AMC

How one sample predicts N turbines

The method, step by step, on this season's real wind
Wind · SCADA & condition monitoring

Fleet SCADA

Live 10-minute SCADA values for all 26 turbines, as an AMC control room sees them. Select a turbine to see its power-curve performance, drivetrain temperatures and component health with remaining-life estimates.

All turbines

Power curve: measured vs warranted

10-min averages over the last 6 hours (simulated history + live)
Dots below the line at the same wind speed are energy left on the table: blade erosion, yaw error or, for stall machines, a wrong blade-angle setting. Red dots at zero output mean the turbine was stopped while the wind was blowing.

Component health & RUL

Predictive maintenance model

Drivetrain temperatures: last 6 hours

Gearbox bearing, gearbox oil and generator winding vs alarm thresholds
Wind · downtime economics

Loss & revenue calculator

"If this turbine doesn't run for 1 day, 2 days, a week, how much do I lose? And if it keeps happening for a year?" Pick a turbine class, a wind class, a month and a duration.

Scenario

Turbine
Wind class of the site
Month of breakdown
Quick picks: 1 day · 2 days · 1 week · 1 month
Energy value
Used for the "over a year" projection

Cost of one day of downtime, by month

Expected energy comes from a Weibull × power-curve model on NASA POWER climatology, scaled to the chosen wind class. The red bar is the selected month. Monsoon breakdowns are the expensive ones.

Same turbine, one year: reactive maintenance vs predictive AMC

Industry-typical response and repair times for unmanaged and managed wind O&M
Wind · predictive analytics

Wind forecast: 15 minutes to 3 years

Probabilistic forecasts from a live 31-member weather ensemble, converted into farm power with each turbine's power curve, wind class, availability and wake losses. Below: the TNERC 96-block day-ahead schedule, monthly climatology and a multi-year projection.

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Hub-height wind speed: next 7 days

80 m, site-corrected · blended P50 with ensemble P10–P90

Farm power forecast (MW)

All 26 turbines · availability, wake & electrical losses

7-day energy outlook & maintenance windows

Plan preventive maintenance on the lowest-energy days to minimise lost revenue

Day-ahead schedule: 96 × 15-min blocks (tomorrow)

Submitted schedule vs simulated actual, with the permissible deviation band

Deviation settlement estimate

Monthly energy: P50 & P90 (typical year)

Climatology-based expected generation of the whole fleet

Seasonal wind direction & speed

NASA POWER 50 m monthly means

Multi-year projection: cumulative energy & revenue

"If it runs like this for 1, 2 or 3 years, how much will we get?"
Wind · asset strategy

Repowering & life-extension advisor

The 250 kW machines are 22–27 years old. Replacing them ("plucking out and putting in new units") multiplies the energy from the same land and the same grid connection. Pick a class cluster to see the gain, the investment and the TN policy position.

Repowering scenario

Cluster to repower
New turbine class
₹ crore per MW, turnkey incl. foundation & evacuation (indicative)
Energy value

Annual energy: before vs after

P50, net of losses

Cumulative cash flow (incremental)

25 years, O&M escalation 5%/yr, no debt

Fleet eligibility under the TN policy

Based on commissioning year as of 2026
Wind · predictive feasibility

Wind site planner

"I have this much land at this location. If I put up wind turbines, what will I get in a year?" The tool fetches 20-year NASA POWER climatology for the exact coordinates and runs the full turbine model.

Your land

Location
Latitude
Longitude
Turbine class
Local speed-up vs the satellite grid. Class 1 ≈ 1.24, Class 2 ≈ 1.10, Class 3 ≈ 0.98.
Energy value (₹/kWh)
Uses embedded NASA POWER data for Aralvaimozhi until you fetch.

Expected monthly generation

P50 net energy (MWh)

25-year cumulative cash flow

Simple project view, no debt, ₹ crore

Layout & assumptions

Solar · live digital twin

Thovalai solar park in 3D

832 module tables under the true astronomical sun for Thovalai. Cloud shadows drift across with the wind and really dim the tables beneath them, and faults are pinned to the exact block, inverter, combiner box, table and string. Switch to Thermal IR to see what a drone survey sees.

43,264 modules25.1 MWp / 20 MWac1,664 strings · 104 SCBs
Drag to orbitRight-drag to panScroll to zoomClick a table or a red pin
Table status
Plant right now
Camera
View
12:00
Laying out the solar park
832 tables · 8,320 posts · inverter stations · 33 kV yard

Live activity

0 events
Solar · string-level monitoring

Inverters & string heatmap

Every string is compared with its neighbours in real time. Strings in the same combiner box see the same sun, so one running 10% low is a fault, not weather. That is how the platform finds a single bad string among 1,664.

String current heatmap

Normalised to SCB median · rows = SCBs, columns = strings
0%100%

I-V curve

Select a string in the heatmap

Inverter output today: actual vs expected

Expected = irradiance model with the inverter fully healthy
Solar · downtime economics

Loss calculator & cleaning optimizer

What does a tripped inverter, a blown SCB fuse or a dusty block cost per day, per month and per year? And how often should the panels be cleaned so cleaning pays for itself?

Breakdown scenario

What failed?
Month
Quick picks: 1 day · 2 days · 1 week · 1 month
Energy value

Cost of one day of downtime, by month

Reactive O&M vs SuryaVayu AMC: one year

Detection time is the hidden cost. Without string monitoring, small faults run for weeks.

Module cleaning optimizer

Find the cleaning interval that maximises net revenue
43,264 modules × ~₹1.5 (water + labour/robot)
Solar · predictive analytics

Solar forecast: next 7 days to 25 years

Live ensemble irradiance on the tilted panel plane, converted to plant power with the full PV model. Below: the 96-block day-ahead schedule, the monthly yield climatology and a 25-year degradation-aware projection.

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Plane-of-array irradiance: next 7 days

GTI at 10° tilt, south · blended P50 with ensemble P10–P90

Plant AC power forecast (MW)

Temperature-corrected, clipped at 20 MWac

7-day energy outlook & cleaning / maintenance windows

Schedule inverter maintenance on cloudy days and cleaning before clear spells

Day-ahead schedule: 96 blocks (tomorrow)

Schedule vs simulated actual with deviation tolerance

Deviation settlement estimate

Monthly yield: P50 & P90

NASA POWER climatology → PV model

Sun path at Thovalai (8.23° N)

Solar elevation through the day: solstices & today

25-year generation & revenue projection

"In 1 year, 5 years, 25 years, how much will this plant give?"
Solar · predictive feasibility

Solar site planner

"I have this land in this area. If I install solar, how many MW fit and what will I earn in a year?" Choose a location (or type coordinates), set the acreage and fetch 20-year NASA climatology.

Your land

Location
Latitude
Longitude
Mounting
Module
Energy value (₹/kWh)
Uses embedded NASA POWER data for Thovalai until you fetch.

Expected monthly generation

P50 AC energy (MWh)

25-year cumulative cash flow

₹ crore · degradation, O&M escalation

Layout & assumptions

Business model

AMC plans: monitoring + maintenance as a measurable service

Three tiers the owner can understand in rupees. Every plan is backed by this platform: the client sees availability, units recovered against the sample turbine, and SLA performance every month.

AMC value calculator: total cost of ownership

Lost revenue + remaining ad-hoc O&M + AMC fee, per year
Wind, per MW/yr. Solar taken as 40% of this per MWp.
Energy value
Plan

Lost revenue is measured against 99% availability and includes undetected under-performance (power-curve drift, late resets, soiling, open strings). Indicative values.

Service levels (SLA)

What the client is promised, and what the platform measures automatically
MetricMonitorCarePerformance+
Remote monitoring24×724×724×7 + analyst
Alert to owner (WhatsApp)< 5 min< 5 min< 2 min
Grid-trip reset (legacy WTGs)Alert only< 30 min, remoteAuto-reset relay fitted
Technician acknowledgementn/a< 30 min< 15 min
On-site response (critical)On call, billed< 4 h< 2 h
Preventive maintenancen/aQuarterly + pre-monsoonMonthly + pre-monsoon
Season loss audit (sample turbine)YearlyMonthlyWeekly + action list
Guaranteed availabilityn/a95% (wind) / 98% (solar)97% / 99%, with LD payout
Module cleaning (solar)n/aMonthlyOptimised (data-driven)
Drone thermography / blade inspectionn/aYearlyHalf-yearly
Day-ahead forecasting & QCAAdd-onAdd-onIncluded
LD = liquidated damages: if availability falls below the guarantee, the AMC provider pays back the lost energy value. That makes the AMC a performance contract, not just a labour contract.
Revenue streams

How the AMC business earns

AMC subscription

Recurring ₹/MW/year by tier. Predictable, multi-year revenue.

Loss-recovery share

Paid on units recovered against the sample-turbine baseline: aligned incentives.

Forecasting / QCA

Schedule submission & DSM management for many owners.

Repowering & advisory

Feasibility, TNGECL filings, EPC management for old turbines.

What we can build

Roadmap & possibilities

Everything this platform can become for the client's AMC business: what is already working in this demo, what is pilot-ready in weeks with the client's data, and what comes next. Each item lists the value it creates.

Pilot plan

From the client's first 250 kW sample turbine to a full AMC platform

What we need from the client to start

The pilot can start with just the first two rows
Knowledge base

Wind & solar: terms, methods and sources

Every technical term used on this platform, explained for an owner and precise for an engineer.

How a wind forecast is made

1 · Data
Global models

GFS, ECMWF, ICON run 2–4× per day

2 · Local
Downscale

Site / class factor, ML trained on SCADA

3 · Spread
Ensemble

31 members → P10/P50/P90

4 · Power
Power curve

× availability, wake, losses

5 · Grid
96-block schedule

To SLDC via QCA

How a solar forecast is made

1 · Sky
NWP + satellite

Cloud cover, aerosols, irradiance

2 · Sun
Sun position

Astronomical zenith & azimuth

3 · Plane
Transposition

GHI → POA on the module

4 · Panel
PV model

Temperature, soiling, clipping

5 · Grid
Schedule

96 blocks, ±tolerance band

References

Sources & standards used