Improve Industrial Process and Production

With Rampco Machine Learning Software

We develop a data-driven Machine Learning (ML) model that can use past actual production input parameters and their corresponding output parameters to estimate the system output based on its inputs.

About UsOur Web Application
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INPUT EVALUATION MODEL

This model can use a meta-heuristic search algorithm to find the input values, which can lead to the best production.
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Data-driven optimization

Meta-heuristics are natural stochastics, precisely designed to solve different optimization problems, which may cover a considerable search space when determining optimum solutions.
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optimized input values

The combination of the ML and Meta-heuristic search algorithm and a User Interface (UI) can be developed as a software package that can take the plant dataset and return the optimized input parameter values.

See Our Web Application, Based on 
Machine Learning (ML)

We are Using AI and ML
The Artificial Neural Network’s (ANN) Structure

Our model is built based on real system behaviour. We use Artificial Neural Networks (ANN). ANNs are mimicked from the human brain’s structure and are capable of learning the system behaviour using the data they receive from them. They can discover hidden and intricate patterns lying in vast amounts of data.

Data-Driven Models & Machine Learning (ML)

We use ANN to build a data-driven model of the production process, which can estimate the relationship between system inputs and outputs. Subsequently, we use this model as the fitness function of the optimization problem, and we use the variable bounds as the inequality constraints. Then, we use a meta-heuristic like the GA to find the best values for the system inputs.

What We Offer

We offer data segmentation so that the right professionals in the company manages the right components. We will clean up the raw data putting it in standardized formats, then aggregate, de-identify, pool, and mine for insights. This will identify the roles each data engineer and AI personnel should play, both in our team and also at the clients front at different points on the process chain

Meet Our Team

Teamwork makes the dream work.

MAJID ALIZADEHHAMEDANY

MAJID ALIZADEHHAMEDANY

Mechanical Engineer

MOHAMMADTAGHI EBNESHEYKHI

MOHAMMADTAGHI EBNESHEYKHI

Chemical Engineer

ALI HEYDARI

ALI HEYDARI

Mechanical Engineer

GHOLAMREZA ROOHISEFIDMAZGI

GHOLAMREZA ROOHISEFIDMAZGI

Mechanical Engineer

Address

Spark Centre Head Office, Suite 300, 2 Simcoe Street South, Oshawa, L1H 8C1, Canada

Phone

(647) 492-9110

Email

contact@rampco.ca