Understand the benefits of artificial intelligence in modern manufacturing today.

Power Station Output Prediction

This case study showcases how using Vanti’s service, a leading Power Station can use proprietary sensor data in conjunction with public meteorological information to predict the projected power output 1-3 days in advance.

Background

A leading Power Station must declare 24 hours in advance what their generate power will be, in order to meet strict contractual requirements by the electric company.

Challenges

Challenge

Solution process

Solution process

Results

Using Vanti’s service the Power Station is now able to drastically minimize the costs associated with over and under estimation of the projected power output. Moreover, employing Vanti’s proprietary drift recovery mechanisms and auto-optimization of deployed models ensure a high quality of service at all times.

Results

Using Vanti’s service the Power Station is now able to drastically minimize the costs associated with over and under estimation of the projected power output. Moreover, employing Vanti’s proprietary drift recovery mechanisms and auto-optimization of deployed models ensure a high quality of service at all times.