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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 v5.1
Physics 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&C
13.5%
IEX
₹--
🔴
INIT
--:--:--
⚡ LOAD SHED
ADR ACTIVE
▶ Story Mode
☀️
Light
🔌
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 2.0.1
0
OpenADR 2.0b
IDLE
IEC 61850
GOOSE
Modbus RTU
5 RTUs
AI Engine
MON
Balance
BAL ✓
IEGC
F:NOMINAL
Tick
0
SIM 08:00 IST
⚡ Live Scenarios
🔴 Peak Load Event
☀️ Solar Drop Event
🚗 EV Surge
📅 Weekday
🏖 Weekend
🎆 Holiday
💡 Explain This Screen
Click any scenario to see AI + DERMS respond in real-time
400kV
State Grid
398.4 kV
→
220kV
Regional
218.2 kV
→
110kV
KPTCL
109.0 kV
→
66kV
Substation
66.8 kV
→
11kV
Feeders
11.2 kV
→
415V
LT Network
412 V
→
EV
IS 17017
0 kW
Zone Net Load
54.2
MW
5 feeders
GSS Loading
54
%
EV Load
0.0
kW
IS 17017
V2G Inject
0.0
kW
disabled
Renewables
52.3
MW
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 loading
54.2 MW
BSS-14 PRIMARY SUBSTATION — 66/11kV · 50 MVA
66kV INPUT
66.8
kV
11kV BUS
11.2
kV
On Load Tap Changer
POS 6
Bus coupler
Station battery
110V 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
Peak Event
Load Shed
Auto-Balance
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-fast
148.5
EMA-slow
148.5
ROCOF
0.000
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
OFF
T1
T2
T3
DR inactive
Simulate Peak (+28 MW)
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
Activate Shed
Restore
Feeder Switching (NOP)
Normally Open Point switching
BSS-14 Transformer Trip
Simulation of protection operation
HEALTHY
Simulate Trip
Restore
ToU Tariff-Based DR
CERC / KERC ToU tariff signals
Off-Peak ₹4.5/u
Normal ₹5.0/u
Peak ₹6.5/u
Critical ₹12.0/u
Current zone:
NORMAL ₹5.0/unit
ZONE LOAD vs CAPACITY (60s)
FEEDER SWITCHING HISTORY
OPERATIONS LOG · DISCOM CONTROL ROOM
Supply Hours
23.8
h/day
AT&C Losses
13.5
%
Load Shed
0.0
MW
EV Revenue
₹0
/h
CYBER RISK INDEX
14
RISK / 100
LOW RISK
Intrusion
0
AE Anomaly
0.030
Active Threats
0
IPs Blocked
0
NEXT VECTOR
OCPP Spoofing
Simulate Attack
PROTOCOL CONTROLS
IDS/IPS (Snort)
ACTIVE
TLS 1.3 / mTLS
ENFORCED
OCPP Auth
RFID+HMAC
OpenADR VTN
CERT-PINNED
SCADA IEC 62351
ENABLED
OCPP Spoof
CLEAN
ADR Inject
CLEAN
SCADA Anomaly
CLEAN
NETWORK TRAFFIC — AE RECON ERROR
RISK TIMELINE (60s)
SOC ALERT FEED · GRID-LEVEL CYBER
Clear
IS 17017:2018 — EV CHARGING STANDARD
Mode 1: Slow AC
230V/16A
Mode 2: Fast AC
230V/32A
Mode 3: 3-Phase
IEC 62196 T2
Mode 4: DC Fast
CCS2/GB/T
Protection: RCD
30mA Type A/B
Earth continuity
IEC 61851
Smart metering
IS 16444
Grid integration
CEA Reg 2010
CEA / MoP — GRID STANDARDS
Frequency range
49.5–50.5 Hz
Voltage (11kV)
±6%
Voltage (LT 415V)
±6%
DTR rating std
IS 1180
Feeder capacity
5–20 MW
DTR overload
>100% = stress
DTR failure risk
>120% = fail
MoP EVCI 2024
Sep 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
⏸ Pause
↺ Reset
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-14
Koramangala
12 MW · 4 DTR
F-08
JP Nagar
10 MW · 3 DTR
F-22
HSR Layout
14 MW · 4 DTR
F-31
Whitefield IT
18 MW · 3 DTR
F-07
Indiranagar
10 MW · 2 DTR
IDMT RELAYS
DTR-14A/B/C/D
100–500kVA
IS 1180
DTR monitor
54%
DTR-08A/B/C
100–500kVA
IS 1180
54%
DTR-22A/B/C/D
100–500kVA
IS 1180
54%
DTR-31A/B/C
100–500kVA
IS 1180
54%
DTR-07A/B
100–250kVA
IS 1180
54%
Smart Meters IS 16444
AMI / DLMS-COSEM
Industrial
Commercial
Residential
Agricultural
Street Light
CONSUMERS · LT 415V / 230V · IS 732 · KERC ToU
Mode 1/2
2W/3W AC
1–7kW
230V/32A
IS17017
Mode 3
4W AC
7–22kW
IEC 62196-T2
IS17017
Mode 4
DC Fast
50–200kW
CCS2/GB/T
IS17017
CSMS
OCPP 2.0.1 over TLS 1.3
Smart Charging · V2G
RFID / ISO 15118
MoP 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)
DERMS
DR·VVO·DER Agg.
OpenADR 2.0b VTN
AI: 7-Rule Engine
ADMS/DMS
OMS·AMI·NMS
IEC 61968/CIM
SCADA/IEC 61850
AI ENGINE
EMA+Logistic σ
Bayesian Prior
Forecast+Risk
CYBERSEC
IEC 62351
TLS 1.3/mTLS
IDS/IPS·SIEM
DIGITAL TWIN
BFS Power Flow
Swing Eq. Physics
400kV→415V
CONTROL BUS · OPC-UA · IEC 61850 GOOSE · DNP3 · Modbus · MQTT
IEC 60870
5-101/104
SCADA telem.
IEC 61850
GOOSE/SV
Subst. Autom.
OCPP 2.0.1
TLS 1.3 WSS
Smart Charging
OpenADR 2.0b
XMPP/HTTP
Demand Resp.
IEC 62351
PKI/TLS/Auth
Cyber Security
ISO 15118
V2G / PnC
Smart 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
3P F14
L-G F22
L-L F08
L-L-G F31
Clear
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 ΔPAGC
0.00 MW
Frequency Error Δf
0.000 Hz
Freq Bias β = D+1/R
21.2 MW/Hz
Total Gen Capacity
400 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
180
MW
Hydro
140
MW
Solar
0
MW
Gas Peaker
0
MW
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
★ Substation
Coords: 12.93°–13.02°N · 77.55°–77.72°E
GEO-SPATIAL TOPOLOGY
FEEDER GEOGRAPHIC DATA
LOAD DENSITY MAP (MW/km²)
STEP 1 / 6
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