AI-POWERED NILM

Know Exactly What Each Appliance Costs You Non-Intrusive Load Monitoring

NILM (Non-Intrusive Load Monitoring) uses AI to disaggregate your total electricity signal into individual appliance-level consumption — no sensors on each device, just your smart meter data. See which appliances drive your bill, detect inefficiencies, and get actionable savings recommendations.

Appliances Detected

24h

Hourly Breakdown

Live

Real-Time Insights

9:41

2.7 kW

Current Load (Disaggregated)

7 appliances detected

1.4kW

0.12kW

Fridge

0.18kW

Home

Breakdown

Efficiency

What is NILM?

Non-Intrusive Load Monitoring — the science behind appliance-level energy insights

NILM uses machine learning to analyze your home's single aggregate electricity signal and decompose it into individual appliance signatures. By examining voltage and current patterns, the AI identifies when each appliance turns on/off and how much energy it consumes — all from just your existing smart meter data, with no additional hardware.

Smart Meter Signal

AI Disaggregation

Per-Appliance Insights

Key Capabilities

What our NILM platform delivers for every connected meter

Appliance Detection

Automatically identifies 7+ appliance types (AC, geyser, refrigerator, TV, fans, lights, washing machine) from a single meter feed.

BEE Efficiency Score

Generates a BEE-aligned energy efficiency rating based on load factor, power factor, and off-peak usage patterns.

Consumption Trends

24-hour radial clock, daily/monthly bar charts, and year-over-year comparison for complete consumption visibility.

Actionable Insights

AI-generated tips: peak-shaving advice, standby power alerts, appliance scheduling suggestions, and projected savings.

Cost Breakdown

See exactly how your bill splits across appliances, time-of-use bands, and fixed vs. variable charges.

Anomaly Detection

Automatic alerts for unusual power spikes, high night-time standby, and consumption anomalies that signal waste or faults.

Who Is This For?

NILM analytics serves a range of stakeholders in the energy ecosystem

Utility Companies

Enable demand-side management, improve load forecasting, and offer value-added analytics to residential consumers.

Smart City Programs

Aggregate NILM data across neighbourhoods for energy benchmarking, carbon reporting, and policy planning.

Energy Auditors

Quickly assess appliance-level efficiency without deploying sub-meters — ideal for BEE compliance audits.

Homeowners

Understand which appliances cost the most, get personalised saving tips, and track your monthly progress.

Energy Analytics Dashboard

Real-time insights into your power consumption patterns

Total Consumption

0 kWh

— 0%

Click to view monthly breakdown

Current Bill ₹

₹0

— 0%

Click to view billing details

Active Appliances

— 0%

Click to view appliance details

Efficiency Score

— 0%

Click to view efficiency analysis

Hourly Load Pattern

₹1.79/hr

0.42kW

Low Usage

Medium Usage

High Usage

Today

Appliance Usage

No appliance data available yet

Technical Analysis

No technical data available yet

Monthly Breakdown

No monthly data available yet

Recent Activity

No recent activity yet

Insights & Recommendations

No insights available yet

Don't have meter data?

Try our pre-loaded sample dataset to explore the full dashboard with real analytics.

— or enter your meter details —

Location ID

12-digit numeric code printed on your electricity bill near the meter number. Example: 500117010406

Site ID

Unique 20-30 character hex string with a dot separator. Found on your electricity bill or consumer portal. Example: 640adf8a8fd891.66593080

I have appliance preferences saved

Check this if you previously exported your appliance configuration as a JSON file

Initializing Smart Analysis...

Setting up your energy analysis...

A typical Indian home uses 8-12 kWh per day

Fetching historical data

Training AI models

Generating insights

Optimizing recommendations

Finalizing analysis

Live Data Feed

Data Points Analyzed: 0

Appliances Detected: 0

Power Quality Score: --

How It Works

Four simple steps from raw meter data to appliance-level intelligence

Connect Your Meter

Sign in with your Xenius-provided username & password. The platform securely connects to your smart meter and fetches near real-time energy data automatically.

Run AI Analysis

Our NILM engine fetches 3 months of smart meter data and applies machine learning to disaggregate the total signal into per-appliance consumption.

View Insights

Explore an interactive dashboard with a 24-hour energy clock, appliance breakdown, cost distribution, BEE efficiency score, and anomaly detection.

Act & Save

Get AI-generated recommendations to reduce peak load, shift usage to off-peak hours, and cut your monthly bill — track progress over time.

Get In Touch

Ready to transform your energy consumption? Contact our experts today!

Contact Information

Name: Rahul Kumar Singh

Phone: +91 8800292709

Email: rahul.singh@radius.co.in

Know Exactly What Each Appliance Costs You Non-Intrusive Load Monitoring

What is NILM?

Key Capabilities

Appliance Detection

BEE Efficiency Score

Consumption Trends

Actionable Insights

Cost Breakdown

Anomaly Detection

Who Is This For?

Utility Companies

Smart City Programs

Energy Auditors

Homeowners

Energy Analytics Dashboard

Hourly Load Pattern

Appliance Usage

Technical Analysis

Monthly Breakdown

Recent Activity

Insights & Recommendations

Run NILM Analysis

Running NILM Disaggregation

Initializing Smart Analysis...

Live Data Feed

Monthly Breakdown

Billing Details

Appliance Details

Efficiency Analysis

How It Works

Connect Your Meter

Run AI Analysis

View Insights

Act & Save

Get In Touch

Contact Information