ARTIFICIAL INTELLIGENCE IN POWER STATION PDF

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Abstract— Recently, due to concerns about the liberalization of electricity supply, deregulation, and global impact on the environment, securing a reliable power. PDF | 40 minutes read | The author studied the Japanese involvement in the field of artificial intelligence (AI) and visited eight Japanese R&D laboratories. Abstract: Artificial intelligence is the science of exhibiting intelligence by machine currently achievable by humans. Power system has grown.


Artificial Intelligence In Power Station Pdf

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Download as DOC, PDF, TXT or read online from Scribd Seminar Report 12 Artificial Intelligence in power station Page |4 Staff in charge Head of. of new technologies in generation, transmission and distribution of electricity. AI techniques have Keywords: Artificial intelligence, Power system engineering. artificial intelligence in power system on steady and transient, introducing the most . used for power generation planning, transmission and distribution system.

In conventional substations, substation apparatus, such as switchgear and transformer, control, protection and monitoring equipment is independent of every other device, and connection is based on the signals coming through the cable.

Since an optical bus shares the information between the apparatus and equipment, the amount of cable is sharply reduced. Moreover, as international standards IEC and etc. All the data from each monitoring and measuring device is transmitted and used for a higher-level monitoring system via an optical bus.

The required data is accessed through the Intranet or the Internet at the maintenance site of an electricity supply company or a manufacturer and the apparatus can be monitored from a remote location.

The construction, analysis and diagnosis of the database including trend management and history management also become possible.

As a result, signs of abnormalities can be checked out well in advance, and prompt action can be taken in times of emergency. Maintenance plans can also be drafted to ensure reliability, by inspecting revision description and parts management, efficient maintenance planning and reliability maintenance are also realized simultaneously. Power system controls can be broadly classified into two categories: The boundary between these two categories is not precise as area controls are often implemented by optimally adjusting local control parameters and set points.

Area controls main characteristic is the need to process information gathered at various points of the network and to model the behavior of large parts of the power system. This type of control is usually not limited to the automatic feedback type but often includes strategies based on empirical knowledge and human intervention.

Apparatus Monitoring System: All the data from each monitoring and measuring device is transmitted and used for a higher-level monitoring system via an optical bus. The required data is accessed through the Intranet or the Internet at the maintenance site of an electricity supply company or a manufacturer and the apparatus can be monitored from a remote location.

The construction, analysis and diagnosis of the database including trend management and history management also become possible. As a result, signs of abnormalities can be checked out well in advance, and prompt action can be taken in times of emergency. Maintenance plans can also be drafted to ensure reliability, by inspecting revision description and parts management, efficient maintenance planning and reliability maintenance are also realized simultaneously.

The boundary between these two categories is not precise as area controls are often implemented by optimally adjusting local control parameters and set points. Area controls main characteristic is the need to process information gathered at various points of the network and to model the behavior of large parts of the power system.

This type of control is usually not limited to the automatic feedback type but often includes strategies based on empirical knowledge and human intervention. Local control, on the other hand, is typically implemented using conventional automatic control rules, such as, PID control, which are believed to offer adequate performance in most applications.

Still, this is not to discount the usefulness of new intelligent methodologies, such as, fuzzy logic controllers, for local controls.This is particularly true as it relates to financial risks. This equipment is compact.

Polytechnic College, Thirurangadi Seminar Report Artificial Intelligence in power station P a g e 28 All intelligent system methods will be considered, which includes as a minimum symbolic processing e. The construction, analysis and diagnosis of the database including trend management and history management also become possible.

The system has an interface, which directly acquires the data via the network from the protection and control units in the substation. Importantly, such large data sets are never errored free and often contain various types of uncertainty.

The lines of separation among the various categories of intelligent approaches have blurred in recent years. Consideration should be given to fundamental understanding of operator needs and operational requirements, including interpretation of output and presentation of analysis.

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