
implementing forecast model for energy consumption
What was the project name that you have worked with Anmel, Inc?
AI Tool Development & Implementation for Virtual Power Plant
What service was provided as part of the project?
Artificial Intelligence
Describe your project in brief
The main scope of the work has been the implementation of a forecast tool to predict the power consumption of a pool of electrical devices. The tool consisted in an artificial intelligence model able to predict the consumption using large amounts of data as input, namely past consumption, weather conditions, customer behaviour, among others. The key deliverables have been:
a forecast tool to predict consumption in a 4-days horizon
detailed analysis of the performance of the model
report about feature importance of the model
a modified approach considering 2-days horizon
deployment of the model in a pre-production system
configuration and use of a dedicated service on AWS to deploy the model to production
What is it about the company that you appreciate the most?
Very good customer service / account manager
What was it about the company that you didn't like which they should do better?
These nothing to say against them
Rating Breakdown
- Quality
- Schedule & Timing
- Communication
- Overall Rating
Project Detail
- $10001 to $50000
- Completed
- Information Technology