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Practical notes on smart metering, AI in energy, loss reduction and leading large utility programs.

2 results tagged #MDMS · Clear filters

AMI & Smart Meters28 Jul 20262 min read

Scaling AMI Deployments: Operational Insights from 6+ Million Smart Meter Rollouts

Deploying millions of smart meters across complex Indian DISCOM terrains requires seamless Headend System (HES) to MDMS integration, field SLAs, and robust pre-paid billing engines.

#AMI
#Smart Metering
#MDMS
#HES

Smart Utilities2 Apr 20262 min read

Meter Data Management Systems (MDM): Architectural Best Practices for CXOs

Exploring high-throughput MDM database schemas, VEE validation rules, and horizontal scaling strategies capable of handling billions of daily readings.

#MDMS
#Database Architecture
#VEE
#Big Data