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Forlux
Smart City Infrastructure

Forlux

Smart Traffic Monitoring & Control System — hybrid edge-cloud platform for intelligent intersection management, real-time analytics, and city-wide traffic coordination.

PT Catur Mukti Pratama
Client
PT Catur Mukti Pratama
Multi-City
Deployment Scale
24/7
Traffic Monitoring
100%
Client Satisfaction
System Overview

Intelligent Traffic Management

Forlux is an end-to-end platform that connects edge controllers, AI vision cameras, and cloud analytics — giving traffic authorities full intersection visibility, predictive insights, and automated control from a single dashboard.

SMARTINTERSECTION⚡ Edge ControlLocal Autonomous☁ Cloud DashboardCity-Wide MonitorAI Vision AnalyticsLIVEVEHICLE COUNTToday1,241This Hour98Avg Speed38 km/hPeak Hour08:15 AMTYPE CLASSIFICATIONCar / Sedan642 (52%)Motorcycle385 (31%)Truck / Bus214 (17%)Others0 (0%)LICENSE PLATE OCRB 1234 ABCCar / Sedanjust nowD 5678 XYZMotorcycle2s agoF 9012 DEFTruck / Bus5s agoB 9876 GHCar / Sedan8s ago

Intersection Control

Remote and automated traffic signal management across multiple intersections from a single command center.

AI Vision

AI-powered vehicle detection and classification with real-time traffic flow analytics at every intersection.

Panel & Desktop App

On-site touch panel GUI and Desktop application for intersection operators with full local control.

Cloud Platform

Centralized city-wide monitoring dashboard for traffic authorities with multi-site aggregation.

Offline Resilience

Full autonomous operation during connectivity outages with automatic sync when connection restores.

OTA Updates

Automatic over-the-air firmware and application upgrades pushed remotely to all field devices.

Challenges

Before Forlux

Indonesia's rapid urbanization exposed critical gaps in traffic infrastructure — disconnected systems, manual processes, and zero predictive capability.

Incident #1247 — Replay

Intersection #42 · Jl. Sudirman

A single congestion event took 2 hours 18 minutes to resolve. Without centralized monitoring, field officers were the only response — dispatched manually and delayed by the very congestion they were sent to fix.

2H 18M TOTAL RESOLUTION TIME
37 MIN OFFICER TRAVEL TIME
ZERO AUTOMATED ACTIONS
Incident Timeline○ STANDBY
07:12Jam Detected

Sensor triggers at Intersection #42

07:18Citizen Report

3 complaints received via hotline

07:35Manual Log Entry

Operator logs incident in spreadsheet

07:45Officer Dispatched

Field team dispatched from HQ (12 km)

08:22Officer Arrives

37 min travel through congested roads

08:40Manual Override

Officer manually adjusts signal timing

09:05Partial Resolution

Traffic flow partially restored

09:30Full Recovery

2h 18m total incident duration

ELAPSED00:00

Manual Traffic Control

Relied heavily on field officers to manually adjust traffic flow at each intersection.

Limited Visibility

No centralized monitoring of intersections, signal states, or real-time traffic conditions.

Data Fragmentation

Sensor and signal data scattered across multiple disconnected legacy systems.

Delayed Response

Congestion and accidents required manual reporting, escalation, and intervention.

Legacy Controllers

Outdated traffic controllers lacked remote management and predictive capabilities.

High Maintenance

Troubleshooting required physical site visits, increasing operational costs and downtime.

AI Detection

Traffic Jam Detection

Intelligent congestion detection and automatic signal adaptation — from jam detection to resolution in under 30 seconds.

Network Status — Live
Normal
Building
Jammed
Resolving
Int. AInt. BInt. CInt. DInt. EInt. F
Monitoring...

Automatic Jam Detection

Computer vision and sensor fusion detect congestion patterns within seconds of onset.

Queue Length Estimation

Real-time measurement of vehicle queue lengths at each approach using AI analytics.

Adaptive Signal Response

When a jam is detected, signal timing adjusts automatically to relieve pressure in under 30 seconds.

Instant Alerts & Escalation

Operators receive real-time notifications with location, severity, and recommended actions.

Cascade Prevention

Detects congestion spreading to adjacent intersections and preemptively adjusts their signals.

Historical Pattern Learning

ML models learn recurring jam patterns to predict and prevent congestion before it forms.

Remote Operations

Remote Configuration

Configure, update, and optimize any intersection from anywhere — eliminating the need for costly and slow physical site visits.

Remote Config PanelCONFIGURING
Target Intersection
Int. #12 · Jl. Thamrin
Parameter
Green Phase NS
Current
45s
New
60s
Reason
Rush Hour Profile
Deployment Pipeline
⚙️Configure

Set parameters

📡Push to Edge

Transmit via Internet

🔄Sync Controller

Serial handshake

Live on Road

Signal updated

Internet-Based Access

Operators configure any intersection remotely from the cloud dashboard — no physical site visit required.

Signal Timing Adjustment

Modify green/yellow/red phase durations, cycle lengths, and coordination offsets in real time.

Live Sync & Rollback

Changes push instantly to edge controllers via bidirectional sync. One-click rollback if needed.

Role-Based Permissions

Granular access control — supervisors approve critical changes while operators handle routine adjustments.

Bulk Deployment

Push configuration templates to multiple intersections simultaneously for corridor-wide optimization.

Scheduled Profiles

Configure time-of-day signal plans — rush hour, school zone, weekend — that activate automatically.

Computer Vision

Vision AI

Every camera becomes an intelligent sensor — counting vehicles, reading plates, detecting violations, and analyzing traffic patterns in real time.

CAM-042 · Live Feed
REC
TOTAL0
06:04:16
Live Detections0

Vehicle Counting

Accurate real-time counting of vehicles passing through each approach using AI-powered tracking.

Type Classification

Automatically classifies motorcycles, cars, buses, trucks, and special vehicles with 95%+ accuracy.

License Plate Recognition

Reads and records license plates in real-time — enabling enforcement, tracking, and data analytics.

Seat Belt Detection

Detects seat belt usage for front-seat occupants, supporting automated traffic safety enforcement.

Color & Make Detection

Identifies vehicle color and body type for enhanced searchability and forensic traffic analysis.

Direction & Speed

Tracks movement direction and estimates speed for each vehicle — powering turn analysis and speed enforcement.

Smart Maintenance

Broken Lamp Detection

Every signal lamp is continuously monitored. When a lamp fails, the system detects it instantly and dispatches maintenance automatically.

Lamp Health Monitor
OK
Warning
Fault
INT-12
Jl. Thamrin
● ALL OK
INT-27
Jl. Sudirman
● ALL OK
INT-34
Jl. Rasuna Said
● ALL OK
INT-42
Jl. Gatot Subroto
● ALL OK
All lamps nominal — monitoring active

Lamp Status Monitoring

Continuously monitors every signal lamp — red, yellow, and green — across all connected intersections.

Instant Fault Detection

Detects burnt-out, flickering, or dim lamps within seconds and flags them for immediate attention.

Automated Alerts

Sends real-time notifications to maintenance teams with exact lamp location, type, and fault details.

Maintenance Scheduling

Auto-generates work orders and prioritizes repairs based on intersection criticality and traffic volume.

Lamp Lifespan Analytics

Tracks lamp age and predicts failures before they happen — enabling preventive replacement cycles.

Fault History & Reporting

Complete audit trail of every lamp fault, repair action, and resolution time for compliance reporting.

How It Works

One System, Complete Control

Forlux connects every intersection to a single platform — giving you both hands-on control at the roadside and a bird's-eye view from your office.

On-Site Control

Touchscreen panel & desktop app at every intersection

connected

Cloud Dashboard

City-wide monitoring, analytics & remote management

Data flows both ways — on-site and cloud stay in perfect sync, even during internet outages

Control from Anywhere

Manage every intersection from a central dashboard or directly on-site — your choice, anytime.

Always Connected

Real-time data flows between the field and the cloud, giving you a city-wide view of every signal.

Works Offline

Even when internet drops, on-site systems keep running. Data syncs automatically when the connection returns.

Instant Updates

Push signal changes to any intersection instantly — no waiting, no site visits, no delays.

Safe & Reliable

Every change is logged and reversible. Role-based access ensures only authorized operators make adjustments.

Grows With You

Start with one intersection or deploy across an entire city — the platform scales to match your needs.

Edge Layer

Panel & Desktop Applications

Designed for the field — touch-friendly interfaces with smart validation that prevent errors before they happen.

Panel GUI — Signal Timing Editor● EDITING
Red Phase
30sec
Range: 10–120s
Yellow Phase
3sec
Range: 2–5s
Green Phase
45sec
Range: 10–120s
All signal parameters validated. Cycle time: 78s
Touch Numpad
1
2
3
4
5
6
CLR
7
8
9
OK

Touch-Friendly Interface

Large tap targets, swipe gestures, and optimized layouts designed for gloved hands and outdoor use.

Custom On-Screen Keyboards

Purpose-built numeric pads and time pickers — no tiny keys, no typing errors.

Smart Validation Rules

Every input is validated in real-time — invalid signal timings, out-of-range values, and conflicts are caught before saving.

Desktop Operator App

Full-featured WPF desktop client for advanced configuration, diagnostics, and bulk signal management.

Secure Access & Auto-Lock

PIN-based login with role-based permissions. Auto-locks after inactivity to prevent unauthorized changes.

Guided Workflows

Step-by-step wizards guide operators through complex tasks — reducing errors and training time.

Cloud Layer

Cloud Platform

Centralized command center with live traffic maps, alarm monitoring, and a multi-camera CCTV wall — see your entire city in one screen.

Traffic Map
ABCDEFGHIJ
Normal
Warning
Jam
CCTV Wall
6 FEEDS
CAM-01
Thamrin - North
CAM-02
Sudirman - South
CAM-03
Rasuna Said
CAM-04
Gatot Subroto
CAM-05
Kuningan
CAM-06
Semanggi

Live Traffic Map

City-wide map view showing all intersections, real-time signal states, and traffic flow conditions at a glance.

Jam & Fault Alarms

Map-integrated alarms that flash when congestion or hardware faults are detected — operators see the problem instantly.

CCTV Wall

Multi-camera live view showing all intersection feeds simultaneously — click any to enlarge and control.

Real-Time Analytics

Live traffic volume charts, peak hour predictions, and intersection performance metrics on every dashboard screen.

Centralized Command

One control room manages every intersection — zoom in for detail or zoom out for the full city overview.

Impact

Measurable Results

Transforming conventional traffic systems into intelligent, connected platforms — creating safer roads and smarter cities.

Improved Public Safety

Faster incident detection and automated response coordination reduce accident response times.

Operational Efficiency

Centralized monitoring eliminates manual field checks and reduces operator workload.

Smarter Traffic Flow

Data-driven signal optimization reduces bottlenecks and improves intersection throughput.

Future-Ready Platform

Cloud-native design enables expansion with AI, adaptive signals, and smart city ecosystem integration.

Reduced Costs

Lower maintenance costs, fewer field interventions, and optimized resource allocation.

Technology

Technology Stack

Edge & Communication

WPF (.NET 9) Desktop
Embedded Panel App
Local SQLite Database
Serial & Internet Protocols
Secured APIs with Nginx

Cloud & Data

Kubernetes
Docker
PostgreSQL
Redis
RabbitMQ
Offline-first Sync Engine

Visualization & Security

Web-based Dashboards
Local Panel UI
Local RBAC at Edge
Keycloak for Cloud Identity

Project Success

With Forlux, PT Catur Mukti Pratama and Sindika are transforming conventional traffic systems into intelligent, connected platforms — creating safer roads, smoother traffic flows, and smarter cities across Indonesia.

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