SUPER-SUPRA DISTRIBUTED LEDGER TECHNOLOGIES SPUR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ADOPTION IN ELECTRICITY GENERATION AND TRANSMISSION 2/2
INTEROPERABILITY AND PARTICIPATION EXPEDITE ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING EFFICACIES AND EFFICIENCIES
Super-supra distributed ledger technologies expedite efficacies and efficiencies in electricity generation and transmission by rewarding transactions speedily and securely so generation and transmission companies can rationalize when and how much electricity to generate and transmit, load centers can share energy efficiently, and property and homeowners can create renewable energy revenues.
These robust capabilities complement AI and ML distributed energy generation innovations.
“The latest advances in AI and machine learning are enabling utilities to fill the gap between their renewable energy forecasting needs and what their systems can deliver,” Logic 20/20 points out: “AI models can train on far less historical data than their statistical counterparts, often as little as one to two years’ worth. AI-based platforms can incorporate data from a massive array of sources, including current weather reports and forecasts, demand patterns, and data from distributed energy resources (DERs). These technologies also let utilities to send real-time instructions to utility operators, DERs, and microgrids, enabling rapid responses to changing conditions.”
Super-Supra distributed ledger technologies expedite these artificial intelligence and machine learning innovations with a number of complementary, dynamic capabilities:
Distributed ledgers support transparent interfaces.
Time stamping documents provenance and origination.
Immutable records ground interrogation and verification.
Permissioning protects confidentiality, safeguards privacy, assures authentication, and facilitates regulatory compliance.
Low code-no code applications make participation and monetization effortless.
Time-sequenced, fault tolerant distributed ledgers accelerate speed.
Both platforms, distributed ledgers and AI/ML, advance contemporaneous innovation.
For instance, the Pacific Northwest National Laboratory has developed node distribution tests for advanced power applications.
“The 9500 Node Test System… was developed to fulfill a growing need to represent the rapidly evolving state of electric distribution systems by combining elements of legacy infrastructure systems, modern feeder topologies, and an anticipated future with smart grid technologies…. This test system allows the evaluation of the performance of advanced power applications in real-time, such as one that simulates the operations of an Advanced Distribution Management Systems (ADMS), Distributed Energy Resource Management Systems (DERMS), etc. in a Distribution control center. This model is an extension of the widely used IEEE 8500 Node Test Feeder and is currently being validated to become an IEEE test case to help increase adoption and widespread usage among both academia and industry. It is a full-size model representative of a section of a utility’s distribution system with multiple feeders fed from different substations. The model includes multiple distribution circuits, a sub-transmission system, multiple substations, behind the meter customer rooftop photovoltaics (PV), and multiple utility-scale distributed energy resources,” among other features, PNNL indicates.
The twenty-twenties, therefore, present historic opportunities for homeowners and property owners to achieve market power with renewable energies generated with their structures. Instead of perseverating as rate-payers dependent on federal and state regulators to protect them from service provider market dominance and control, opportunities will transpire through the twenty-twenties to empower homeowners and property owners.
This will spawn new data and require new meta data for transactions to occur effortlessly and securely from initiation through payment. Super Supra Distributed Ledger Technologies can and likely will team up with AI and ML to rationalize and manage those communications.
Super-supra distributed ledger technologies would incent participation and reward transactions speedily and securely so generation and transmission companies can rationalize when and how much electricity to generate and transmit and homeowners and property owners can create revenues generating renewable energies.
The systemic challenge is that intermittent, renewable solar and wind generated electricity alters reliability compared to constantly sourced coal, nuclear, and natural gas generated electricity. By their sui-generis natures, solar and wind respond to environmental conditions of sun light and airstream currents and velocity and do so for shorter durations of a 24 hour day than a continuously fired power plant.
Renewable energy is vastly less dispatchable.
There are also losses due to curtailing electricity generated by natural gas and nuclear power.
Biden Administration policy recommending restricting gas powered new motor cars and household appliances and replacing them with electric powered vehicles and appliances will simply add to needs for more electricity.
So, transmission grids have to cope with the transition to intermittent sourcing and will have to become vastly more robust to deal with many more electric powered motor vehicles and domestic appliances, and the Department of Energy is signaling that appreciable investment in electricity transmission is inescapable for reliability.
Otherwise, regions of the country could well find themselves afflicted with intermittent electricity, a plight generally characterizing impoverished, developing, or autocratic nation states.
This is where super-supra distributed ledger technologies complement and advance adoption of AI and ML technologies by rationalizing communications among and across independent system operators, regional transmission organizations, and all varieties of new distributed generation sources.
https://www.amazon.com/WHATS-HAPPENING-Fresh-Paradigm-Decade-ebook/dp/B09C448P2W