Mangrol
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Mangrol Line 1 & 2 -- live AFR operation, the xION brief for your role, and where the substitution program stands today.

xION brief✦ Powered by GeminiCXO

TOP xION WIN · TODAY
Calciner RDF auto-trim held free lime at 1.2% through a moisture spike, protecting ₹0.4 Cr/mo of substitution.
+0.4 pt TSR88% confHITL approved
LIVE TSR
18.4%
▲ +2.1 pts MoM
FUEL COST SAVED · MTD
₹6.4Cr
▲ vs ₹5.1 Cr plan
CO₂ AVOIDED · MTD
11,240t
SBTi-aligned
AFR FEED RATE
24.6t/h
96.8% availability
PETCOKE DISPLACED
18.2%
of kiln heat
TSR -- 30-DAY TREND vs 22% TARGET
Phase-1 glide path
FUEL MIX · THERMAL SHARE
LIVE AFR FEEDS
Modbus TCP · 500 ms
FeederFuelRateCV kcal/kgMoist.Status
Calciner ARDF11.2 t/h3,18021%nominal
Calciner BBiomass6.4 t/h3,64014%nominal
Main burnerTyre-derived4.1 t/h7,2002%nominal
Main burnerPlastic2.0 t/h5,9005%nominal
Main burnerSpent carbon0.9 t/h6,1001%low stock
COMPLIANCE POSTURE
CCTS -- MRV-ready, 6,800 credits staged
Plastic EPR -- on track, 3,150 t certificates
BRSR Core -- auto-disclosure live
DPDPA -- supplier PII compliant

CV Intelligence Engine

Real-time calorific value from sensor fusion -- a Zeiss Corona NIR head on the AFR belt, fused with plant signals to replace the 4-8 hour lab loop with a continuously corrected estimate the kiln can act on.

BLENDED LIVE CV · ALL FEEDS
XGBoost v2.3 · edge inference
3,248
kcal/kg ±96
94% confidencelast lab 3,1804h 20m ago+68 vs lab
SENSOR-FUSION INPUTS
Feeder load cells24.6 t/h
Zeiss Corona NIR12.4% H₂O
Belt vision (RDF)25 fps
Kiln signaturelive
Flame temp1,612°C
PREDICTED CV vs LAB · 12 h
confidence band · lab cross-checks
MODEL CARD
ModelXGBoost v2.3
NIR front-endZeiss Corona
MAPE3.1%
Inferenceedge · <200 ms
Features41 fused
Retrainnightly · LIMS
Driftin band
ZEISS CORONA NIR · LIVE SPECTRUM · 950-1650 nm
diode array · 2 scans/s · via X3EDGE Node 1 (OPC-UA)
moisture 12.4% H₂ONIR CV index 3,205 kcal/kgproxy ash 14.8%internal ref OKwater band 1,450 nm
CORONA SENSOR CARD
UnitZeiss Corona extreme
Opticsdiode array · no moving parts
Range950-1650 nm
Mountnon-contact · AFR belt
Cadence2 scans/s · 2 s avg
ChemometricsPLS v1.4 · LIMS anchored
Window fouling6% · in band
Ref checkpassed 06:00
PER-FEED CALORIFIC VALUE
live estimate vs lab anchor
FeedLive CVLab anchorMoistureΔTrend
RDF3,1803,21021%-30moisture↑
Biomass3,6403,60014%+40stable
Tyre-derived7,2007,1802%+20stable
Plastic5,9005,9405%-40stable
Spent carbon6,1006,0801%+20stable

Kiln Co-pilot

Human-in-the-loop: xION proposes feed and setpoint moves, you decide, the model learns. Burning-zone stability is never compromised to push AFR.

TSR is an outcome, not a setpoint. There is no TSR dial. You raise it by changing the fuel mix while the kiln stays inside its safe envelope -- that is exactly what these proposals do, with real-time CV removing the 4-8 h lab blind spot.
1You control the inputsAFR feed up, petcoke down -- plus kiln speed, draft and O₂. 2Inside the safe envelopeBZT ~1448°C, free lime, O₂/CO and kiln torque stay in band. 3TSR is the resultalt-fuel heat ÷ total heat -- a ratio you read, not a knob you turn.
xION PROPOSALS · AWAITING DECISION
HITL · AI proposes, operator decides
Step RDF +0.6 t/h on calciner ABurning zone has 2°C headroom; O₂ stable at 2.8%
BZT forecast holds within band for 40 min at the higher feed. Free lime margin is comfortable (1.2% vs 1.6% limit). No moisture spike detected on the Kota RDF stream.
+0.4 pt TSR₹18k/day88% confidence
~
Trim primary air -1.5%Flame stable; NOx margin available below 500
Flame scanner intensity steady through the last tyre-chip ramp. Trimming primary air recovers fan power and trims NOx without lengthening the flame into the burning zone.
-12 NOxfan kWh save82% confidence
OPERATOR TRUST SCORE
87%
acceptance · 90 d
The learning loop. Every Accept / Modify / Reject re-weights xION's proposals. Trust has climbed +22 pts since go-live as the model adapted to Mangrol's fuels.
BURNING-ZONE TEMP · 60-MIN FORECAST
pyrometer 4-20 mA · 1 s
DECISION HISTORY
TimeProposalDecision
06:42Auto-trim RDF on moisture spikeAccepted
05:10Raise tyre feed +0.3 t/hModified
03:28Reduce kiln speed 0.1 rpmRejected

Fuel Sourcing

Alternative-fuel generators within a 150 km haul of Mangrol, ranked by landed economics. xION orchestrates secured tonnage against the kiln's appetite.

ACTIVE GENERATORS
23
within 150 km
SECURED vs TARGET
712/1,000 t/d
71% covered
AVG LANDED COST
₹0.92/Mcal
▼ vs petcoke ₹2.10
HAUL RADIUS
150km
GNN + MIP routing
SUPPLIER NETWORK
SAP OData · hourly
GeneratorFuelDistanceSecured₹/McalContract
Kota MSWRDF92 km180 t/d0.84contracted
Bhilwara agri co-opBiomass61-68 km140 t/d0.79spot
Regional tyre aggregatorTyre-derived140 km60 t/d1.05contracted
CPCB plastic chainPlastic110 km45 t/d0.96EPR-linked
Ramganj MSW cellRDF128 km120 t/d0.91spot
Chittor ginning beltBiomass88 km90 t/d0.82contracted
xION SOURCING SIGNAL
Secured tonnage is 71% of the 1,000 t/day target. xION recommends contracting Ramganj MSW (spot, ₹0.91/Mcal, 128 km) to lock the remaining RDF gap before the monsoon raises Kota moisture and lifts landed cost ~14%.
+120 t/dcloses RDF gaphedge monsoon
COVERAGE BY FUEL

Carbon & EPR

Every tonne of substitution converted into tradeable value. MRV-verified CCTS credits and Plastic EPR certificates, with the ledger an auditor can trust.

CCTS CREDITS ISSUED
6,800
MRV-verified
EPR CERTIFICATES
3,150t
plastic processed
CARBON REVENUE · YTD
₹0.96Cr
▲ booked
CREDIT PRICE
₹1,390
ICM range 1,360-1,420
CUMULATIVE CCTS + EPR REVENUE
FY26 · ₹ Lakh
xION TRADING WINDOW
ICM clearing at ₹1,390/credit, upper half of the band. xION flags a favourable window: holding 6,800 staged credits, monetising 40% now captures ~₹37.8 L while retaining upside into CCTS go-live.
sell 2,720hold 4,080FY26 settle
CREDIT / CERTIFICATE LEDGER
hash-linked · MRV
IDTypeQtyIssuedMRV hashStatus
CCTS-0461Carbon credit1,20012 Jun0x9af3…21cverified
EPR-0218Plastic cert.540 t09 Jun0x77d1…8beverified
CCTS-0460Carbon credit1,50031 May0x14c8…f02verified
EPR-0217Plastic cert.610 t28 May0xae90…33dlisted
CCTS-0459Carbon credit98021 May0x5b2f…7a1traded

Compliance

AFR co-processing stays inside every Indian regime while TSR climbs. Posture at a glance, and an immutable chain of custody behind every claimed tonne.

CCTSready
Carbon Credit Trading Scheme. MRV architecture staged for FY26 go-live; 6,800 credits queued for issuance.
Next · registry onboarding window opens Q3
Plastic EPRon track
3,150 t of plastic co-processed against EPR obligation; certificates generated and chain-of-custody intact.
Next · Q2 certificate filing due in 18 days
BRSR Coreauto
Business Responsibility & Sustainability Report. CO₂-avoided and energy KPIs auto-disclosed from the MRV ledger.
Next · continuous; annual assurance Sep
DPDPAcompliant
Supplier and dealer PII handled under data-residency; consent and retention policies enforced in-platform.
Next · quarterly access review
MRV AUDIT TRAIL · CHAIN OF CUSTODY
hash-linked · immutable
TimestampEventSourcePrev hashHashVerify
12 Jun 06:42CV estimate loggedX3EDGE Node A0x9af3…21c0x3e71…aa4
12 Jun 06:41Weighbridge intakeGateway0x77d1…8be0x9af3…21c
12 Jun 06:40CEMS reading sealedCEMS · stack0x14c8…f020x77d1…8be
12 Jun 06:38EPR certificate mintedCatalystOT0xae90…33d0x14c8…f02
12 Jun 06:35Kiln setpoint (HITL)Kiln Co-pilot0x5b2f…7a10xae90…33d

Plant & Edge Architecture

Mangrol Line 1 pyro-process, the two AFR injection points, and where every X3EDGE node taps the field signal bus on its way to CatalystOT.

Line 1Line 2
i Click any info dot for block detail
PYRO-PROCESS SINGLE-LINE · AFR INJECTION & INSTRUMENTATION
8 X3EDGE nodes · 2 gateways · OPC-UA / Modbus / 4-20 mA
AFR INTAKE & DOSING WeighbridgeWT · t/truck i AFR dosingLC · feeders i Corona NIRMO · Zeiss · %H₂O i RDF · biomass tyre · plastic PYRO-PROCESS CEMS i Raw mealsilo i Preheatercyclones i Calcinerprecalciner i Rotary kiln i main burner i Coolerclinker i Clinker→ cement mill i GA TE BZT JT FS SAT i i i X3EDGE Gateway i CatalystOT+ xION FIELD SIGNAL BUS · OPC-UA / MODBUS / 4-20 mA ◆ X3EDGE nodes acquire at source Material flow AFR feed Instrument signal X3EDGE acquisition node WTweighbridge LCfeeder load cells MOZeiss Corona NIR GAgas analyser O₂/NOx TEcalciner temp BZTburning-zone pyrometer JTkiln drive torque FSflame scanner SATsecondary-air temp CEMSstack emissions monitor
INTEGRATION TOPOLOGY · DEPENDENT TOOLS & DATA SOURCES
field → X3EDGE → CatalystOT + xION → enterprise & markets
L0 · Plant floor / OT
ABB 800xA / Siemens PCS 7 DCSAFR dosing PLCsZeiss Corona NIR analyserCEMSWeighbridgeLIMS labOPC-UA · Modbus · 4-20 mA
↓ acquire at source
L1-L3 · X3EDGE
Node ×8 — local CV inferenceGateway ×2 — OPC-UA · store & forwardServer (on-prem) — CatalystOT + xION runtime · MRV ledger
↕ telemetry up · setpoints down (HITL)
L4 · CatalystOT + xION
CV engine — XGBoostKiln co-pilot — TFTSourcing — GNN + MIPHistorian: OSIsoft PI / AVEVA
↓ reads · writes · files
Enterprise & external
SAP S/4HANA (HANA) — OData / BAPIIEX · CCTS / ICM registryCPCB · EPR registryWhatsApp Business API / supplier portalMaps / freight
Data points captured
Acquisition mode