INDIA GRID DT
DISCOM ADMS/DERMS · BESCOM · v5
Dr. Rahul Kumar Dubey
Expert · AI · Energy · SDM
🎓 PhD IIT Delhi  ·  Postdoc TU Delft, NL
🏅 PM Fellow Awardee (GOI)
🏆 Clayton Griffin Award · Georgia Tech USA
⚡ POSOCO Power System Award
🔬 Senior Member IEEE
Academic Collaboration
IIT Delhi  ·  IIT Kanpur
Prof. B.K. Panigrahi
IIT Delhi  ·  Fellow, IEEE  ·  AI, EV & Power Systems
Prof. Saikat Chakrabarti
IIT Kanpur  ·  Fellow, IEEE  ·  Power Systems & State Estimation
LinkedIn Profile
LIVE · BESCOM ZONE-3 SOUTH+EAST · 11kV
IS 17017 · CEA · MoP 2024 · OCPP 2.0.1
PROD v5.1Physics Engine v5 · Load Decomp · SCADA Layer · DSM
ADMS DASHBOARD
FREQUENCY
50.000 Hz
66kV BUS
1.000 pu
GRID HEALTH
97%
ZONE LOAD
54.2 MW
AI RISK
LOW
☀️--W/m²|--km/h
AT&C13.5%
IEX₹--
🔴INIT
--:--:--
▶ Story Mode
🔌 BESCOM Zone-3 Bengaluru · ADMS/DERMS Digital Twin Platform
⚡ Grid Hierarchy 400kV → 220kV → 66kV → 11kV → 415V LT → EV Charging
🤖 AI Forecast Engine Dual-EMA + Bayesian Prior · 7-rule DERMS Optimization
🚗 EV Network OCPP 2.0.1 · IS 17017 · Mode 1–4 · V2G Bidirectional Flow
🛡️ Cybersecurity IEC 62351 + TLS 1.3 · IEC 61850 GOOSE · OpenADR 2.0b DSM
🌞 Renewables Solar PV + Wind · DERMS Dispatch · AT&C Loss 13.5%
🔌 BESCOM Zone-3 Bengaluru · ADMS/DERMS Digital Twin Platform
⚡ Grid Hierarchy 400kV → 220kV → 66kV → 11kV → 415V LT → EV Charging
🤖 AI Forecast Engine Dual-EMA + Bayesian Prior · 7-rule DERMS Optimization
🚗 EV Network OCPP 2.0.1 · IS 17017 · Mode 1–4 · V2G Bidirectional Flow
🛡️ Cybersecurity IEC 62351 + TLS 1.3 · IEC 61850 GOOSE · OpenADR 2.0b DSM
🌞 Renewables Solar PV + Wind · DERMS Dispatch · AT&C Loss 13.5%
OCPP 2.0.10
OpenADR 2.0bIDLE
IEC 61850GOOSE
Modbus RTU5 RTUs
AI EngineMON
BalanceBAL ✓
IEGCF:NOMINAL
Tick0
SIM 08:00 IST
⚡ Live Scenarios
Click any scenario to see AI + DERMS respond in real-time
400kVState Grid398.4 kV
→
220kVRegional218.2 kV
→
110kVKPTCL109.0 kV
→
66kVSubstation66.8 kV
→
11kVFeeders11.2 kV
→
415VLT Network412 V
→
EVIS 170170 kW
Zone Net Load
54.2MW
5 feeders
GSS Loading
54%
EV Load
0.0kW
IS 17017
V2G Inject
0.0kW
disabled
Renewables
52.3MW
Solar+Wind
Grid Health
97/100
NOMINAL
Feeder Stress
0/5
all normal
POWER BALANCE Gen 150.0 = Load 148.5 + Loss 2.2 + Res −0.7 MW
NOMINAL RISK: LOW HEALTH: 97 ✓ VALIDATED
ZONE NET LOAD · INDIA TIME-OF-DAY CURVE
■ Zone■ EV■ Renew╌ Cap
INDIA LOAD CURVE (24H)
SIM: 08:00 IST
5-FEEDER LOAD SHARE
RTU TELEMETRY · BESCOM ZONE-3 IEC 61850 / Modbus
SYSTEM EVENT LOG 0
JAYANAGAR GSS — 220/66kV · 100 MVA
220kV BUS
218.2
kV
66kV BUS
66.8
kV
LOADING
54%
/ 100 MVA
GSS loading54.2 MW
BSS-14 PRIMARY SUBSTATION — 66/11kV · 50 MVA
66kV INPUT
66.8
kV
11kV BUS
11.2
kV
On Load Tap ChangerPOS 6
Bus coupler
Station battery110V OK
FEEDER BREAKER PANEL — 11kV OUTGOING
GSS VOLTAGE PROFILE (24H)
GSS MVA LOADING (60s)
VOLTAGE CASCADE · 220kV → 11kV BUS → DTR → LT
PROTECTION STATUS
5-FEEDER LOAD BALANCING · BESCOM F-14/F-08/F-22/F-31/F-07
FEEDER LOADING (%) · 60s
DTR STRESS MAP
INDIA GRID DIGITAL TWIN · 400kV GSS → 11kV FEEDER → 415V LT → EV
HV 400/220kV MV 66/11kV LT 415V V2G
VOLTAGE PROFILE (pu)
NODE STATUS
IMPEDANCE MODEL
V_bus = V_gss − Z_tx × I_load
V_feeder = V_bus − Z_line × I_feed
V_dtr = V_feeder − Z_dtr × I_dtr
V_lt = V_dtr − Z_lt × I_lt
CEA DTR guide: IS 6600 / IS 1180
CSMS · IS 17017 · MoP 2024 · OCPP 2.0.1
India EV mix: 2W (1–3kW) · 3W (3–7kW) · 4W AC (7kW) · 4W DC (50–200kW) · DC Fast (50–200kW)
V2G
100%
OCPP 2.0.1 LOG 0
IS 17017 COMPLIANCE
Mode 1: 230V/16A AC ✓
Mode 2: 230V/32A AC ✓
Mode 3 (Type 2): IEC 62196 ✓
Mode 4 (DC): CCS2/GB/T ✓
Grid interface: IS 17017:2018 ✓
24H LOAD FORECAST — DUAL-EMA + LOGISTIC RISK
CONF 94.2%
PEAK FCST
-- MW
VALLEY
-- MW
LOGIT σ
0.000
POSTERIOR
0.000
DERMS ACT
NONE
AI RISK TIMELINE (60s)
EMA-fast148.5 EMA-slow148.5 ROCOF0.000
EV DEMAND FORECAST BY TYPE — INDIA PATTERN (24H)
India: 2W peaks 18–21h (return+fleet), 3W commercial day, 4W mixed peak/office
FORECAST UNCERTAINTY BAND (5–15% error)
Range: calculating…
LOAD DECOMPOSITION — SECTOR MODEL
DSM PRICING — IEGC 2023 UI CHARGES
LOGISTIC FEATURE VECTOR · σ(w·x+b)
BAYESIAN OUTPUT
AI→DERMS LOG
DERMS CONTROL PANEL
Auto-Dispatch (AI)
Logistic risk → DR tier
V2G Dispatch
0 EVs enrolled

OpenADR 2.0b
DR inactive
NET LOAD · computeNetLoad()
NetLoad = BaseLoad(t)
   + PeakBoost
   + Σ EV_Power × SC_Limit
   − Solar(t) − Wind(t)
   − DR_Reduction
   − V2G_Injection
Base Load—
+ Peak—
+ EV Load—
− Renewables—
− DR—
− V2G—

= Net Load—
GRID FREQUENCY · SWING EQ + DAMPING
50.000
Hz · NOMINAL
ROCOF: 0.0000 H_eff: 4.00s D: 2.60
WORST DTR
54%
DERMS RULE ENGINE · AI-DRIVEN AUTO-DISPATCH
GENERATION vs DEMAND BALANCE (60s)
DISPATCH LOG
DISCOM OPERATIONAL CONTROLS
Load Shedding
Scheduled / Emergency
INACTIVE
Feeder Switching (NOP)
Normally Open Point switching
BSS-14 Transformer Trip
Simulation of protection operation
HEALTHY
ToU Tariff-Based DR
CERC / KERC ToU tariff signals
Current zone: NORMAL ₹5.0/unit
ZONE LOAD vs CAPACITY (60s)
FEEDER SWITCHING HISTORY
OPERATIONS LOG · DISCOM CONTROL ROOM
Supply Hours
23.8h/day
AT&C Losses
13.5%
Load Shed
0.0MW
EV Revenue
₹0/h
CYBER RISK INDEX
14 RISK / 100 LOW RISK
Intrusion0
AE Anomaly0.030
Active Threats0
IPs Blocked0
NEXT VECTOR
OCPP Spoofing
PROTOCOL CONTROLS
IDS/IPS (Snort)ACTIVE
TLS 1.3 / mTLSENFORCED
OCPP AuthRFID+HMAC
OpenADR VTNCERT-PINNED
SCADA IEC 62351ENABLED
OCPP SpoofCLEAN
ADR InjectCLEAN
SCADA AnomalyCLEAN
NETWORK TRAFFIC — AE RECON ERROR
RISK TIMELINE (60s)
SOC ALERT FEED · GRID-LEVEL CYBER
IS 17017:2018 — EV CHARGING STANDARD
Mode 1: Slow AC230V/16A
Mode 2: Fast AC230V/32A
Mode 3: 3-PhaseIEC 62196 T2
Mode 4: DC FastCCS2/GB/T
Protection: RCD30mA Type A/B
Earth continuityIEC 61851
Smart meteringIS 16444
Grid integrationCEA Reg 2010
CEA / MoP — GRID STANDARDS
Frequency range49.5–50.5 Hz
Voltage (11kV)±6%
Voltage (LT 415V)±6%
DTR rating stdIS 1180
Feeder capacity5–20 MW
DTR overload>100% = stress
DTR failure risk>120% = fail
MoP EVCI 2024Sep 2024
SYSTEM COMPLIANCE STATUS

EV MIX (INDIA NITI AAYOG)
Source: NITI Aayog EV Handbook 2023
SOURCE: CEA Annual Report 2023-24· MoP EVCI Guidelines Sep 2024· POSOCO/NLDC Grid Report· IEC 61850/62351/61968· BESCOM ARR 2024· IS 17017:2018 / IS 1180 DEMONSTRATOR · reference architecture · live values simulated
GENERATION 765/400kV TX 220/66kV TX 66kV GSS 11kV PSS FEEDERS DTR 415V CONSUMERS EVSE/CSMS DERMS/ADMS NLDC/SLDC RTPS 1720MW SHARAVATHI 891MW SOLAR 9700MW wind 6,270MW KAIGA 880MW GAS GGPP 370MW India Total: ~505 GW (CEA, Oct 2025) Karnataka: ~34 GW NLDC / POSOCO New Delhi · All-India ISGS · UC · AGC · ReDS POWERGRID CTU — 765kV/400kV INTER-REGIONAL GRID SLDC KPTCL Bengaluru · Karnataka SCADA/EMS · OPF · RRAS IEC 60870-5-101/104 KPTCL 220kV/66kV STATE TRANSMISSION — STOA 220kV Bus Jayanagar GSS 220/66kV · 2×100 MVA ICT IEC 61850 · Bay Controller OLTC · AVR · Bus-bar Prot. 66kV DISTRIBUTION BUS — CEA REGULATIONS 2010 BESCOM ADMS OMS / DMS / AMI IEC 61968 CIM · GIS BSS-14 Banashankari 66/11kV · 50 MVA · OLTC Feeder breakers × 5 RTU · Modbus/DNP3 11kV PRIMARY DISTRIBUTION — 5 FEEDERS · IS 732 · CEA DERMS ENGINE OpenADR 2.0b VTN DR · VVO · DER Aggr. F-14Koramangala12 MW · 4 DTR F-08JP Nagar10 MW · 3 DTR F-22HSR Layout14 MW · 4 DTR F-31Whitefield IT18 MW · 3 DTR F-07Indiranagar10 MW · 2 DTR IDMT RELAYS DTR-14A/B/C/D100–500kVAIS 1180DTR monitor54% DTR-08A/B/C100–500kVAIS 118054% DTR-22A/B/C/D100–500kVAIS 118054% DTR-31A/B/C100–500kVAIS 118054% DTR-07A/B100–250kVAIS 118054% Smart Meters IS 16444 AMI / DLMS-COSEM Industrial Commercial Residential Agricultural Street Light CONSUMERS · LT 415V / 230V · IS 732 · KERC ToU Mode 1/22W/3W AC1–7kW230V/32AIS17017 Mode 34W AC7–22kWIEC 62196-T2IS17017 Mode 4DC Fast50–200kWCCS2/GB/TIS17017 CSMSOCPP 2.0.1 over TLS 1.3Smart Charging · V2GRFID / ISO 15118MoP EVCI 2024 V2G ISO 15118-20 Bidirectional INDIA EV STATS (FY2024) Reg: 5.1M EVs · 2W:66% 3W:20% Charging Stns: 25,000+ (MoP/BEE) Target: 30% EV by 2030 NITI FAME-II: ₹11,500 Cr (revised) DERMSDR·VVO·DER Agg.OpenADR 2.0b VTNAI: 7-Rule Engine ADMS/DMSOMS·AMI·NMSIEC 61968/CIMSCADA/IEC 61850 AI ENGINEEMA+Logistic σBayesian PriorForecast+Risk CYBERSECIEC 62351TLS 1.3/mTLSIDS/IPS·SIEM DIGITAL TWINBFS Power FlowSwing Eq. Physics400kV→415V CONTROL BUS · OPC-UA · IEC 61850 GOOSE · DNP3 · Modbus · MQTT IEC 608705-101/104SCADA telem. IEC 61850GOOSE/SVSubst. Autom. OCPP 2.0.1TLS 1.3 WSSSmart Charging OpenADR 2.0bXMPP/HTTPDemand Resp. IEC 62351PKI/TLS/AuthCyber Security ISO 15118V2G / PnCSmart Grid EV
WORKING PRINCIPLE · STEP-BY-STEP
ACTIVE PROCESS
LIVE SYSTEM METRICS
KEY EQUATIONS
Sources & References
CEA Annual Report 2023-24 (installed cap.)
MoP EVCI Guidelines Sep-2024
POSOCO Annual Report 2022-23
BESCOM ARR 2023-24 (AT&C losses)
NITI Aayog EV Handbook 2023
IS 17017:2018 · IS 1180 · IS 16444
IS 398 Pt-2 (ACSR Dog/Weasel/Rabbit)
IS 2705 / IEC 61869-2 (CT 5P20 class)
IS 3842 / IEC 60255-12 (87T diff relay)
IS 3231 / IEC 60255-151 (IDMT curves)
IEC 60909-0:2016 (fault current Zth)
IEC 61968-13 / Baran & Wu 1989 (BFS)
IEC 62271-111 (auto-reclose 3-shot)
IEEE 1110-2002 (governor-turbine TF)
IEEE Std 1459 (power quality / losses)
CEA Grid Code 2023 (UFLS, β, LFC)
IEGC 2023 §2.7 (ACE definition)
Kundur "Power System Stability" §11-12
IEC 61850/61968/62351/60909
OCPP 2.0.1 · OpenADR 2.0b · ISO 15118
BACKWARD-FORWARD SWEEP — 11kV RADIAL DISTRIBUTION
BFS: backward (Ī←) + forward (V̄→)
Ī_L = (P_net − jQ_net) / V̄* (load curr)
ΔV̄ = (R+jX)·Ī [pu, Sbase=10MVA]
|V_bus| = |V_par − ΔV̄|
Bsh/2 at each end (π model, IS 398)
OLTC: tap ±6×2.5% (PSS 66/11kV)
DER: solar rooftop + V2G as PQ injection
Converge: |ΔV| < 1×10⁻⁵ pu (0.11 V)
BUS RESULTS (pu)
CONVERGENCE
Iters: 0
ΔV: 0.0000
Status: CONVERGED
NEWTON-RAPHSON (3-BUS EQUIVALENT)
J·Δx = −f(x)
x = [V₂,V₃,θ₂,θ₃]ᵀ
Y-bus (3×3 admittance matrix)
MISMATCH VECTOR
BUS VOLTAGE PROFILE (pu)
REACTIVE POWER Q (MVAr) BY FEEDER
P+jQ APPARENT POWER FLOW — GSS → FEEDER BUSES
LINE LOSS ANALYSIS · I²R + I²X
IDMT RELAY TIME-CURRENT CURVES (IEC 60255-151 / IS 3231)
■ Standard Inv.■ Very Inv.■ Ext. Inv.╌ Iset
t = TMS × k/((I/Iset)ᵃ−1) · Std: k=0.14,a=0.02 · VI: k=13.5,a=1.0 · EI: k=80,a=2.0
RELAY SETTINGS — BESCOM ZONE-3 (OVERCURRENT)
FAULT SIMULATION
FAULT CURRENT vs TIME — PROTECTION COORDINATION
FAULT CURRENT CALCULATOR — THEVENIN EQUIVALENT
I_fault(3P) = V_th / Z_th
I_fault(LG) = 3V_th / (Z1+Z2+Z0)
I_fault(LL) = √3·V_th / (Z1+Z2)
RELAY OPERATION LOG
GENERATION DISPATCH · KARNATAKA STATE GRID

AGC CONTROL
ACE (Area Control Error)0.00 MW
AGC Signal ΔPAGC0.00 MW
Frequency Error Δf0.000 Hz
Freq Bias β = D+1/R21.2 MW/Hz
Total Gen Capacity400 MW
β = D + 1/R [MW/Hz, CEA Grid Code §7.3]
ACE = β·Δf + ΔPtie [IEC/IEGC 2023]
ΔPAGC = −Ki·∫ACE dt [Ki=0.10/s]
2H·df/dt = (Pm−Pe)/Ssys − D·Δf/f0
Gg(s) = 1/(1+sTg), Gt(s)=(1+sFhTrh)/[(1+sTch)(1+sTrh)]
Gh(s) = (1−sTw/2)/(1+sTw/2) [non-min phase]
UNIT COMMITMENT STATUS
GENERATION MIX (MW) — 60s REAL-TIME
FREQUENCY + GOVERNOR DROOP RESPONSE
GENERATION vs DEMAND BALANCE — AGC CORRECTION
Thermal
180MW
Hydro
140MW
Solar
0MW
Gas Peaker
0MW
AGC DISPATCH LOG
BESCOM ZONE-3 · GEOGRAPHICAL FEEDER MAP · BENGALURU (12.97°N 77.59°E)
F-14 Koramangala F-08 JP Nagar F-22 HSR F-31 Whitefield F-07 Indiranagar
● DTR node▲ EVSE★ SubstationCoords: 12.93°–13.02°N · 77.55°–77.72°E
GEO-SPATIAL TOPOLOGY
FEEDER GEOGRAPHIC DATA
LOAD DENSITY MAP (MW/km²)
STEP 1 / 6
💡 Explaining This Screen
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