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The energy sector is one of the industries that heavily rely on data analytics due to
internal dynamics such as process
data and sensor information, as well as external factors like market conditions, fluctuating
demand, and prices. The
security, consolidation, management, and interpretation of this data directly impact a
company's commercial success.
For instance, accurately predicting the demand for the following day in the energy distribution sector can positively affect the company's profitability, while being unable to execute planned production due to unexpected interruptions in the process can have a negative impact. In both cases, proper management of data within the company is a key factor on the path to success.
At KoçDigital, with our Data & AI Competence Assessment consultancy service:
● We measure your business's maturity level compared to other companies in the sector and identify priority needs.
● Subsequently, we report on the projects that need to be implemented to improve areas with potential for development.
Below, you can find sample use scenarios for both the petrochemical and electric power sectors.
In the petrochemical industry, we provide a wide range of services in upstream, midstream,
and downstream areas.
● Spare parts and inventory optimization.
● Monitoring worker health and safety through image processing algorithms and Industrial Internet of Things (IIoT).
● Predicting potential hazards in advance and minimizing unexpected equipment downtime through IIoT. ● Predictive maintenance.
● Detecting potential security issues in pipeline systems using AI and image processing
algorithms, directing teams to
● Monitoring pump stations with IoT sensors to reduce unexpected downtime and optimize maintenance schedules.
Refinery Processes and Sales, Downstream:
● Energy management, predictive maintenance, process optimization and soft sensor
● Customer recognition, customer behavior modeling, sales/demand forecasting, optimization of logistics channels, and data consolidation at fuel stations.
● Assortment optimization, inventory optimization and auto replenishment in gas station markets
Electric Power Sector:
We serve our customers with the solutions below in the generation, transmission, and distribution of Electric Energy.
● Energy production optimization.
● Demand and production forecasting, stock, and spare parts optimization for renewable energy power plants (e.g., GES, RES).
● Flow prediction (hydrology) for hydroelectric power plants (HES), predictive maintenance, start/stop excellence by preventing delays in run and stop times and providing automation via artificial intelligence solutions.
Transmission & Distribution:
● Detection of potential faults and safety issues in transmission and
distribution lines using AI and image processing
● Demand forecasting and price analysis.
● Predictive maintenance using IoT sensors.
● Consolidation of data from various sources (DWH) and Data Lakehouse applications.
Meet with KoçDigital's solutions that create value for corporations!