By Ahmed F Zobaa, Alfredo Vaccaro
This e-book considers the rising applied sciences and methodologies of the applying of computational intelligence to clever grids.
From a conceptual standpoint, the clever grid is the convergence of data and operational applied sciences utilized to the electrical grid, permitting sustainable ideas to shoppers and better degrees of safety. clever grid applied sciences contain complicated sensing platforms, two-way high-speed communications, tracking and firm research software program, and comparable companies used to procure location-specific and real-time actionable info for the availability of stronger prone for either procedure operators (i.e. distribution automation, asset administration, complex metering infrastructure) and end-users (i.e. call for part administration, call for response).
during this context, a very important factor is the way to help the evolution of latest electric grids from static hierarchal structures to self-organizing, hugely scalable and pervasive networks. smooth developments are orientated towards the employment of computational intelligence recommendations for deploying complex regulate, safety and tracking architectures that movement clear of the older centralized paradigm to platforms disbursed around the box with an expanding pervasion of intelligence units. The large-scale deployment of computational intelligence applied sciences in shrewdpermanent grids may lead to a extra effective projects distribution among power assets and, for this reason, to a smart development of grid flexibility.
Readership: Graduate scholars and researchers attracted to clever grids and complex strength networks.
Read Online or Download Computational Intelligence Applications in Smart Grids: Enabling Methodologies for Proactive and Self-Organizing Power Systems PDF
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Extra resources for Computational Intelligence Applications in Smart Grids: Enabling Methodologies for Proactive and Self-Organizing Power Systems
E. small voltage angles) of power across the grid. Limitations: The major limitation of relative voltage angles is that they are dependent on a common reference choice, which means: • They require prior knowledge of the “reference” choice. unavailable) unless a different reference selection is made. • If the reference selection changes, the relative angles are impacted by that change and their values change. Voltage angle differences The “Voltage Angle Difference” is computed as difference in the voltage angle between two locations: typically between the “source” and “sink” areas of the system, or across a known corridor or interface.
For example, interoperability issues amongst various products and applications that need to comply with evolving industry standards are tested. The POC facility is also used for demonstrating power system performance by, for example, comparing results from the load flow studies for validation of observability and the reactive power margin evaluations. A real-time digital simulator (RTDS) is used to simulate system behavior. Proof of concept overview. The POC can also be used as the training ground for operators and dispatchers learning to work with this advanced new technology.
Interconnected power systems and the complex nature of today’s grid operation and system reliability considerations require more integrated test-beds than traditional discrete testing methods. The technology is used for a range of applications with stringent and varied requirements in order to improve grid reliability in complex and multifaceted power system conditions. This methodology helped with standard development and serves as blueprint for the whole industry. As the technology is still at the beginning of the wide-scale deployment and full realization of benefits, there is a pressing need for future research to improve existing applications and develop new ones.