Comparative based beneficial analysis of smart grid technology developments with the conventionally available power grid

2021 ◽

pp. 815-827

Author(s):

Lipi Chhaya ◽

Paawan Sharma ◽

Adesh Kumar ◽

Govind Bhagwatikar

Keyword(s):

Data Mining ◽

Smart Grid ◽

Power Grid ◽

Analysis Data ◽

Consumer Participation ◽

Distribution Automation ◽

Grid Technology ◽

Self Healing ◽

Grid Operation ◽

Smart Grid Technology

Smart grid technology is a radical approach for improvisation in existing power grid. Some of the significant features of smart grid technology are bidirectional communication, AMI, SCADA, renewable integration, active consumer participation, distribution automation, and complete management of entire grid through wireless communication standards and technologies. Management of complex, hierarchical, and heterogeneous smart grid infrastructure requires data collection, storage, processing, analysis, retrieval, and communication for self-healing and complete automation. Data mining techniques can be an effective solution for smart grid operation and management. Data mining is a computational process for data analysis. Data scrutiny is unavoidable for unambiguous knowledge discovery as well as decision making practices. Data mining is inevitable for analysis of various statistics associated with power generation, distribution automation, data communications, billing, consumer participation, and fault diagnosis in smart power grid.

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Application of Data Mining in Smart Grid Technology

10.4018/978-1-6684-3666-0.ch038 ◽

2022 ◽

pp. 869-882

Author(s):

Lipi Chhaya ◽

Paawan Sharma ◽

Adesh Kumar ◽

Govind Bhagwatikar

Keyword(s):

Data Mining ◽

Smart Grid ◽

Power Grid ◽

Analysis Data ◽

Consumer Participation ◽

Distribution Automation ◽

Grid Technology ◽

Self Healing ◽

Grid Operation ◽

Smart Grid Technology

Smart grid technology is a radical approach for improvisation in existing power grid. Some of the significant features of smart grid technology are bidirectional communication, AMI, SCADA, renewable integration, active consumer participation, distribution automation, and complete management of entire grid through wireless communication standards and technologies. Management of complex, hierarchical, and heterogeneous smart grid infrastructure requires data collection, storage, processing, analysis, retrieval, and communication for self-healing and complete automation. Data mining techniques can be an effective solution for smart grid operation and management. Data mining is a computational process for data analysis. Data scrutiny is unavoidable for unambiguous knowledge discovery as well as decision making practices. Data mining is inevitable for analysis of various statistics associated with power generation, distribution automation, data communications, billing, consumer participation, and fault diagnosis in smart power grid.

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Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

10.20944/preprints201610.0092.v2 ◽

2016 ◽

Author(s):

Lipi Chhaya ◽

Paawan Sharma ◽

Govind Bhagwatikar ◽

Adesh Kumar

Keyword(s):

Communication Network ◽

Smart Grid ◽

Cyber Security ◽

Power Grid ◽

Cyber Attacks ◽

Wireless Sensor ◽

Grid Technology ◽

Monitoring And Control ◽

And Control ◽

Smart Grid Technology

An existing power grid is going through a massive transformation. Smart grid technology is a radical approach for improvisation in prevailing power grid. Integration of electrical and communication infrastructure is inevitable for the deployment of Smart grid network. Smart grid technology is characterized by full duplex communication, automatic metering infrastructure, renewable energy integration, distribution automation and complete monitoring and control of entire power grid. Wireless sensor networks (WSNs) are small micro electrical mechanical systems which are accomplished to collect and communicate the data from surroundings. WSNs can be used for monitoring and control of smart grid assets. Security of wireless sensor based communication network is a major concern for researchers and developers. The limited processing capabilities of wireless sensor networks make them more vulnerable to cyber-attacks. The countermeasures against cyber-attacks must be less complex with an ability to offer confidentiality, data readiness and integrity. The address oriented design and development approach for usual communication network requires a paradigm shift to design data oriented WSN architecture. WSN security is an inevitable part of smart grid cyber security. This paper is expected to serve as a comprehensive assessment and analysis of communication standards, cyber security issues and solutions for WSN based smart grid infrastructure.

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Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control

10.20944/preprints201610.0092.v1 ◽

2016 ◽

Author(s):

Lipi Chhaya ◽

Paawan Sharma ◽

Govind Bhagwatikar ◽

Adesh Kumar

Keyword(s):

Wireless Sensor Networks ◽

Smart Grid ◽

Cyber Security ◽

Power Grid ◽

Cyber Attacks ◽

Wireless Sensor ◽

Grid Technology ◽

Monitoring And Control ◽

And Control ◽

Smart Grid Technology

An existing power grid is going through a massive transformation. Smart grid technology is a radical approach for improvisation in prevailing power grid. Integration of electrical and communication infrastructure is inevitable for the deployment of Smart grid network. Smart grid technology is characterized by full duplex communication, automatic metering infrastructure, renewable energy integration, distribution automation and complete monitoring and control of entire power grid. Wireless sensor networks (WSNs) are small micro electrical mechanical systems which are capable to collect and communicate the data from surroundings. WSNs can be used for monitoring and control of smart grid assets. Security of wireless sensor based communication network is a major concern for researchers and developers. The limited processing capabilities of wireless sensor networks make them more vulnerable to cyber-attacks. The countermeasures against cyber-attacks must be less complex with ability to offer confidentiality, data readiness and integrity. The address oriented design and development approach for usual communication networks requires a paradigm shift to design data oriented WSN architecture. This paper describes communication standards, various cyber-attacks and their solutions. WSN security is an inevitable part of smart grid cyber security. This paper is expected to serve as a comprehensive assessment and analysis of communication standards, cyber security issues and solutions for WSN based smart grid infrastructure.

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