{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9853448","patent":{"patent_number":"US-9853448","title":"Systems and methods for coordinating electrical network optimization","assignee":null,"inventors":[],"filing_date":"2012-01-17T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H02J","G06Q","G06Q","H02J","H02J","H02J","H02J","H02J","H02J"],"num_claims":20,"abstract":"In one embodiment, a system includes a coordinated distribution optimization (CDO) system. The CDO system includes a processor configured to coordinate execution of a plurality of independent electrical network applications. Each of the plurality of independent electrical network applications is configured to alter one or more operational parameters of a power grid based on one or more respective objectives and based on power grid operational data, and the execution of the plurality of independent electrical network applications is coordinated by the CDO system to block the power grid from entering an abnormal state. The CDO system further comprises a network interface configured to receive the power grid operational data from a controller of the power grid, and wherein the power grid operational data comprises current values for the one or more operational parameters of the power grid."},"analysis":{"summary":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) introduces a pivotal innovation for enhancing the stability and efficiency of modern electrical power grids. At its core, the invention describes a Coordinated Distribution Optimization (CDO) system designed to intelligently manage the execution of multiple independent electrical network applications.\n\nThe primary problem this patent solves is the potential for grid instability arising from the uncoordinated actions of various optimization applications. As power grids integrate more distributed energy resources, smart devices, and complex load management systems, numerous applications operate simultaneously, each with its own objectives (e.g., voltage regulation, demand response, renewable energy dispatch). While individually beneficial, their collective, uncoordinated actions can inadvertently push the grid into an abnormal or unstable state, leading to inefficiencies, reliability issues, or even blackouts.\n\nThe key technical approach involves a CDO system equipped with a processor and a network interface. The network interface continuously receives real-time power grid operational data, including current values for critical parameters, from various grid controllers. The processor then coordinates the execution of the independent electrical network applications. This coordination is not about replacing these applications but rather supervising their collective impact. The CDO system is specifically configured to 'block' the power grid from entering an abnormal state, meaning it prevents or modifies actions that, when combined, would compromise grid stability.\n\nFrom a business perspective, this technology offers significant value by dramatically improving grid resilience and operational efficiency. It enables utility companies to safely integrate higher proportions of intermittent renewable energy sources, reduce operational costs through optimized resource allocation, and enhance overall service reliability for consumers. The market opportunity is substantial, given the global imperative for grid modernization, smart city initiatives, and the transition to sustainable energy. This innovation provides a foundational layer for building truly intelligent and self-healing power grids, offering a competitive advantage to early adopters and developers of grid management solutions.","layman_explanation":"### What Problem Does This Solve?\n\nOur modern electrical grids are incredibly complex systems, far beyond the simple power lines of the past. Today, we're integrating massive amounts of renewable energy like solar and wind, managing electric vehicle charging, and deploying smart devices that constantly adjust energy use. To handle this complexity, utility companies use many different 'smart applications' – software programs designed to optimize specific parts of the grid. For instance, one application might adjust voltage levels, another might manage when homes use less power during peak times (demand response), and yet another might control how much power solar farms inject into the grid.\n\nThe challenge is that these applications often operate independently, each trying to achieve its own optimization goal. While each is beneficial in isolation, their combined actions can sometimes work against each other or, worse, inadvertently push the entire grid into an unstable or 'abnormal' state. Think of it like a symphony orchestra where each musician is an expert, but without a conductor, the beautiful individual sounds could become a chaotic noise. This lack of coordination can lead to inefficiencies, increased costs, and critically, a higher risk of brownouts or blackouts.\n\n### How Does It Work?\n\nThe patent, **Systems and Methods for Coordinating Electrical Network Optimization**, introduces a clever solution: a Coordinated Distribution Optimization (CDO) system. You can think of this CDO system as the 'master conductor' for the grid's various smart applications. It doesn't replace the individual musicians (the applications); instead, it ensures they play together harmoniously.\n\nHere’s the conceptual breakdown:\n\n1.  **Real-time Information Gathering**: The CDO system constantly receives live operational data from every corner of the power grid. This includes things like current voltage levels, how much electricity is flowing where, and the status of different grid components. It’s like the conductor getting real-time feedback from every instrument in the orchestra.\n2.  **Intelligent Coordination**: Based on this real-time data, the CDO system coordinates the actions of all the independent optimization applications. Each application still aims for its own specific goal, but before any action is fully executed, the CDO system evaluates the *combined* impact of all proposed actions. This is key: it looks at the bigger picture.\n3.  **Proactive Problem Prevention**: If the CDO system predicts that the collective actions of the applications might lead the grid into an unstable or 'abnormal' state (like a sudden voltage drop or power surge that could cause problems), it will 'block' or modify those actions. It's like the conductor stepping in to prevent two sections of the orchestra from playing out of sync, ensuring the overall performance remains flawless. This means the grid is protected from potential issues *before* they even occur.\n\nThis approach ensures that individual optimizations contribute to overall grid health without creating unintended negative consequences. It's about smart collaboration at scale.\n\n### Why Does This Matter?\n\nThis innovation has profound implications for businesses, investors, and anyone reliant on a stable power supply:\n\n*   **Enhanced Reliability**: For utility companies, this means fewer outages, reduced maintenance costs, and improved customer satisfaction. For businesses, it means uninterrupted operations, protecting revenue and productivity.\n*   **Accelerated Renewable Integration**: The CDO system makes it safer and more efficient to integrate more solar, wind, and other distributed energy sources. This is crucial for meeting sustainability goals and adapting to climate change, opening new investment opportunities in green energy infrastructure.\n*   **Operational Efficiency**: By optimizing the grid's performance across all dimensions, utilities can reduce energy waste, lower operational expenses, and potentially defer costly infrastructure upgrades. This translates directly to better financial performance and potentially lower energy costs for consumers.\n*   **Competitive Advantage**: Companies that adopt or develop solutions based on this patent will gain a significant lead in the smart grid technology space, offering superior reliability and efficiency compared to competitors relying on older, uncoordinated systems.\n\n### What's Next?\n\nThis patent lays a foundational layer for the next generation of smart grids. We can expect to see wider adoption of such coordinated optimization systems as utilities modernize their infrastructure. Future applications might extend to fully autonomous grid segments, more sophisticated demand-side management, and even more dynamic energy trading. For investors, this represents a growth area in energy technology, with strong potential for ROI as the global push for resilient, efficient, and sustainable energy grids continues. It's a critical step towards a truly intelligent and self-healing energy ecosystem.","technical_analysis":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) describes a crucial architectural and operational enhancement for modern electrical power grids. The core of this invention is the Coordinated Distribution Optimization (CDO) system, a sophisticated control layer designed to manage the inherent complexities and potential conflicts arising from the simultaneous operation of multiple, independent electrical network applications.\n\n**Technical Architecture:**\n\nThe CDO system comprises two primary components: a processor and a network interface. The network interface serves as the data ingress point, configured to receive real-time power grid operational data from various controllers distributed across the electrical network. This data is critical and includes current values for operational parameters such as voltage, current, frequency, power flow, and potentially status of switches, transformers, and distributed energy resources (DERs). This real-time telemetry forms the basis for the CDO system's decision-making process.\n\nThe processor is the 'brain' of the CDO system. Its primary function is to coordinate the execution of a plurality of independent electrical network applications. These applications are typically designed to optimize specific aspects of the grid based on their respective objectives. Examples include Volt/VAR optimization (VVO), demand response (DR) management, DER dispatch optimization, fault location isolation and service restoration (FLISR), and energy trading algorithms. Each application independently seeks to alter one or more operational parameters to achieve its goal.\n\n**Implementation Details and Algorithm Specifics:**\n\nThe coordination mechanism is the most critical aspect of this patent. While the abstract doesn't detail a specific algorithm, the concept implies a real-time decision support or control logic that operates above the individual applications. The processor must perform several key functions:\n\n1.  **Data Aggregation and State Estimation:** Continuously collect and process operational data to maintain an accurate, up-to-date model of the power grid's current state.\n2.  **Action Proposal Monitoring:** Independent applications would likely submit 'proposed actions' or 'requests' to the CDO system, indicating how they intend to alter grid parameters (e.g., 'reduce load by X MW at substation Y,' 'adjust capacitor bank Z').\n3.  **Impact Prediction and Conflict Detection:** The CDO processor would then simulate or predict the combined effect of all proposed actions on the overall grid state. This requires a robust grid model and predictive analytics capabilities. It would identify potential violations of operational constraints (e.g., voltage limits, thermal limits, frequency stability) that could lead to an 'abnormal state.' This could involve a real-time optimal power flow (OPF) engine or a set of heuristic rules.\n4.  **Blocking and Remediation:** If the combined actions are predicted to cause an abnormal state, the CDO system 'blocks' or modifies the problematic actions. This could involve denying specific requests, issuing revised directives to applications (e.g., 'reduce load by Y MW instead of X MW'), or activating higher-priority grid stabilization measures. The goal is proactive prevention rather than reactive correction.\n\n**Integration Patterns:**\n\nThe CDO system likely integrates with existing grid infrastructure via a secure and high-speed communication network. It would interact with utility SCADA systems, distribution management systems (DMS), energy management systems (EMS), and directly with smart inverters, smart meters, and grid sensors. An API-first approach or a standardized communication protocol (e.g., IEC 61850, DNP3) would facilitate seamless integration of diverse applications and hardware.\n\n**Performance Characteristics:**\n\nFor effective real-time coordination, the CDO system requires low-latency data processing and rapid decision-making capabilities. This necessitates high-performance computing resources, optimized data structures, and efficient algorithms. The coordination logic must be able to evaluate complex scenarios and issue directives within milliseconds to prevent transient instabilities from escalating. Scalability is also paramount, as the number of independent applications and grid devices continues to grow.\n\n**Code-Level Implications:**\n\nImplementing this system would involve robust software engineering principles, including modular design for the CDO core, flexible interfaces for application integration, and extensive error handling. The core coordination logic might be written in languages optimized for performance (e.g., C++, Java), while integration layers could leverage Python for scripting and data analysis. The use of distributed databases and cloud-native architectures could support the massive data ingestion and processing requirements. The patent provides a blueprint for a software-defined grid control system, emphasizing intelligence and automation to maintain grid health amidst increasing operational complexity.","business_analysis":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) presents a significant business opportunity within the rapidly evolving energy sector. As power grids globally grapple with aging infrastructure, increasing demand, and the imperative to integrate intermittent renewable energy sources, solutions that enhance stability and efficiency are becoming invaluable. This invention, with its Coordinated Distribution Optimization (CDO) system, offers a strategic advantage to utilities, technology providers, and smart city developers.\n\n**Market Opportunity Size:**\n\nThe global smart grid market is projected to reach hundreds of billions of dollars by the end of the decade, driven by investments in grid modernization, renewable energy integration, and energy storage. The core problem addressed by this patent—managing the complexity of disparate grid applications to prevent instability—is universal. Every utility operating a modern grid, especially those with high renewable penetration or ambitious decarbonization goals, faces this challenge. The market for solutions built upon this innovation spans utility software, hardware for grid control, consulting services for implementation, and advanced analytics platforms. This represents a multi-billion-dollar annual market opportunity for licensing, product development, and service provision.\n\n**Competitive Advantages:**\n\nThis patent provides a distinct competitive edge by offering a proactive, rather than reactive, approach to grid management. Existing solutions often focus on individual optimization problems or rely on manual intervention when conflicts arise. This invention's CDO system, however, acts as an intelligent orchestrator, preventing abnormal states before they occur. This translates into:\n*   **Superior Reliability:** Fewer blackouts, brownouts, and service interruptions, leading to higher customer satisfaction and reduced financial penalties for utilities.\n*   **Enhanced Renewable Integration:** Utilities can safely integrate a higher percentage of intermittent renewables (solar, wind) without compromising grid stability, accelerating their clean energy transition.\n*   **Optimized Operations:** More efficient utilization of grid assets, reduced energy losses, and lower operational costs due to automated, intelligent coordination.\n*   **Future-Proofing:** The modular nature allows for easier integration of new technologies (e.g., electric vehicle charging, advanced microgrids) without requiring a complete overhaul of the control infrastructure.\n\n**Revenue Potential and Business Models:**\n\nRevenue streams for technology built on this patent could include:\n*   **Software Licensing:** Annual subscriptions or perpetual licenses for the CDO system software to utilities.\n*   **Integration Services:** Professional services for integrating the CDO system with existing SCADA, DMS, and EMS platforms.\n*   **Hardware Sales:** Specialized hardware (e.g., edge computing devices) required for real-time data processing and control at the distribution level.\n*   **Consulting and Training:** Expertise in designing, deploying, and operating coordinated optimization strategies.\n*   **Data Analytics and AI Services:** Offering advanced analytics and machine learning models that feed into or enhance the CDO system's predictive capabilities.\n\n**Strategic Positioning:**\n\nCompanies adopting or developing solutions based on this patent can strategically position themselves as leaders in grid modernization, smart energy management, and renewable energy integration. This innovation enables utilities to move beyond basic automation towards truly intelligent, self-healing, and adaptive grids, aligning with global trends towards decarbonization and decentralization. It allows for a 'software-defined grid' approach, where flexibility and programmability are paramount.\n\n**ROI Projections:**\n\nUtilities investing in this technology can expect significant returns on investment through:\n*   **Reduced Outage Costs:** Billions are lost annually due to power outages. Preventing abnormal states directly translates to substantial savings.\n*   **Increased Asset Utilization:** Extending the lifespan of equipment and avoiding costly upgrades through optimized operation.\n*   **Energy Efficiency Gains:** Reducing technical losses and optimizing power flow can lead to millions in annual savings.\n*   **Regulatory Compliance and Incentives:** Meeting stringent reliability standards and potentially qualifying for incentives related to smart grid deployment and renewable energy integration.\n*   **Brand Reputation:** Enhancing public trust and brand image as a reliable and innovative energy provider. The long-term strategic benefits of a resilient and efficient grid far outweigh the initial investment, making this a compelling proposition for forward-thinking energy companies and investors.","faqs":[{"answer":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) describes a revolutionary approach to managing complex electrical power grids. At its core, it introduces a Coordinated Distribution Optimization (CDO) system. This system acts as an intelligent orchestrator, designed to manage the execution of multiple independent electrical network applications that operate on the grid.\n\nEach of these independent applications typically aims to optimize a specific aspect of the grid, such as voltage regulation, demand response, or the integration of renewable energy sources. While individually beneficial, their uncoordinated actions can sometimes lead to conflicts or inadvertently push the entire grid into an unstable state. This invention provides the crucial coordination layer to prevent such issues.\n\nBy continuously receiving real-time operational data from the grid, the CDO system ensures that the collective impact of all these applications remains within safe operational limits. This proactive coordination is vital for maintaining grid stability, enhancing efficiency, and ensuring reliable power delivery in an increasingly complex energy landscape. It's a foundational technology for building truly smart and resilient electrical networks.","question":"What is Systems and Methods for Coordinating Electrical Network Optimization?"},{"answer":"The **Systems and Methods for Coordinating Electrical Network Optimization** patent outlines a sophisticated mechanism centered around its Coordinated Distribution Optimization (CDO) system. The system works by performing two primary functions: data acquisition and intelligent coordination.\n\nFirst, a network interface within the CDO system continuously receives real-time power grid operational data. This data includes current values for various parameters like voltage, current, frequency, and power flow from controllers located throughout the electrical network. This constant stream of information gives the CDO system an up-to-the-second understanding of the grid's health.\n\nSecond, a processor within the CDO system coordinates the execution of multiple independent electrical network applications. These applications, each with their own objectives, propose actions to alter grid operational parameters. The CDO system's genius lies in its ability to analyze the *combined* impact of all these proposed actions. If it predicts that their collective effect would cause the power grid to enter an 'abnormal state' (meaning instability or operational violations), it proactively 'blocks' or modifies those actions, thereby preventing problems before they occur. This ensures harmonious and stable grid operation, making the system highly effective for smart grid management.","question":"How does Systems and Methods for Coordinating Electrical Network Optimization work?"},{"answer":"The primary problem addressed by the **Systems and Methods for Coordinating Electrical Network Optimization** patent is the inherent risk of instability and inefficiency in modern electrical grids due to uncoordinated optimization efforts. As grids integrate more distributed energy resources (DERs) like solar and wind, electric vehicles, and smart home devices, numerous independent software applications are deployed to manage specific aspects of this complexity.\n\nWhile each application (e.g., for voltage regulation, demand response, or renewable dispatch) aims to improve a particular part of the grid, their actions can clash if not properly coordinated. For example, one application might reduce load, while another simultaneously curtails generation, leading to an unintended power imbalance. This lack of a central, intelligent coordination layer can push the grid into an 'abnormal state,' resulting in power fluctuations, reduced efficiency, increased operational costs, or even widespread blackouts.\n\nThis innovation solves this critical coordination gap, providing a system that harmonizes these diverse applications to ensure overall grid stability and optimal performance, thereby mitigating the risks associated with increasing grid complexity and decentralization. It's a crucial solution for enhancing power grid resilience.","question":"What problem does Systems and Methods for Coordinating Electrical Network Optimization solve?"},{"answer":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) was filed on January 17, 2012, and published on December 26, 2017. While the specific inventors are not detailed in the provided abstract, patents are typically the result of dedicated research and development by teams of engineers and scientists within organizations focused on power systems, control theory, and electrical engineering.\n\nSuch inventions usually stem from the need to address pressing challenges in an industry, in this case, the increasing complexity and demands on electrical power grids. The development of a Coordinated Distribution Optimization (CDO) system would require expertise in various fields, including power system analysis, real-time control systems, software architecture, and data analytics.\n\nThis innovation likely represents a culmination of efforts to create a more intelligent and resilient energy infrastructure capable of handling the demands of modern energy sources and consumption patterns. The assignee, if available, would indicate the company or institution that owns the rights to this significant smart grid technology.","question":"Who invented Systems and Methods for Coordinating Electrical Network Optimization?"},{"answer":"The **Systems and Methods for Coordinating Electrical Network Optimization** patent offers several transformative benefits for electrical utilities, consumers, and the broader energy sector.\n\nFirstly, it significantly enhances **grid stability and resilience**. By proactively preventing the power grid from entering abnormal states, the system reduces the likelihood of blackouts, brownouts, and power fluctuations, ensuring a more reliable power supply. This is crucial for critical infrastructure and everyday life.\n\nSecondly, it enables **seamless and higher integration of renewable energy sources**. Intermittent sources like solar and wind can be challenging to manage. This innovation allows utilities to incorporate more green energy into the grid safely and efficiently, accelerating the transition to a sustainable energy future without compromising reliability. It helps achieve optimal energy management.\n\nThirdly, it leads to **improved operational efficiency and cost savings**. By harmonizing various optimization applications, the system reduces energy losses, optimizes asset utilization, and minimizes the need for costly manual interventions or reactive maintenance. This translates to lower operational expenses for utilities and potentially more stable energy prices for consumers. Overall, this technology provides a foundational solution for advanced electrical network optimization.","question":"What are the key benefits of Systems and Methods for Coordinating Electrical Network Optimization?"},{"answer":"The **Systems and Methods for Coordinating Electrical Network Optimization** patent significantly differentiates itself from prior art by introducing a proactive, overarching coordination layer rather than relying on disparate, uncoordinated systems. Prior art in grid management typically involves a collection of independent applications (e.g., SCADA, DMS, individual Volt/VAR, or demand response programs) that each optimize specific aspects of the grid.\n\nThe key distinction of this invention is its Coordinated Distribution Optimization (CDO) system, which acts as a 'master conductor.' While prior art systems may be individually effective, they often lack the ability to predict and prevent conflicts when their actions are combined. This can lead to unintended instabilities or suboptimal grid performance. The CDO system, however, constantly monitors real-time grid data and actively coordinates the execution of these applications, ensuring their collective actions do not push the grid into an 'abnormal state.'\n\nThis means a shift from reactive problem-solving (responding to an outage) to proactive prevention (blocking actions that would cause an outage). This advanced coordination mechanism offers superior grid stability, efficiency, and resilience compared to older, fragmented approaches, making it a unique solution for smart grid technology.","question":"How is Systems and Methods for Coordinating Electrical Network Optimization different from prior art?"},{"answer":"The **Systems and Methods for Coordinating Electrical Network Optimization** patent will have a profound impact across several industries, primarily those involved in energy generation, distribution, and consumption.\n\n**Utility and Energy Companies:** This is the most direct impact. Utilities will benefit immensely from enhanced grid stability, improved operational efficiency, and the ability to seamlessly integrate a higher percentage of renewable energy sources. It will enable them to modernize their infrastructure, meet regulatory demands, and provide more reliable service to customers. This innovation is crucial for power grid resilience.\n\n**Renewable Energy Sector:** By providing the coordination necessary to manage intermittent generation, this technology will accelerate the adoption and integration of solar, wind, and other distributed energy resources, driving growth in the clean energy market. It enhances the viability of large-scale renewable projects.\n\n**Smart City Development:** For urban planners and technology providers focused on smart city initiatives, this patent offers a foundational component for intelligent energy management. It supports efficient energy distribution, electric vehicle infrastructure, and demand-side management, contributing to sustainable urban environments. It's a key enabler for advanced electrical network optimization in urban settings.\n\n**Technology and Software Providers:** Companies developing smart grid software, control systems, and data analytics platforms will find opportunities to build solutions that leverage or integrate with this coordinated optimization framework, expanding their market reach. It also impacts industries reliant on stable power, such as manufacturing and data centers.","question":"What industries will Systems and Methods for Coordinating Electrical Network Optimization impact?"},{"answer":"The patent **Systems and Methods for Coordinating Electrical Network Optimization** (US-9853448) has a clear timeline regarding its filing and publication.\n\nIt was **filed** on **January 17, 2012**. The filing date marks the official date an application is submitted to a patent office, establishing its priority date for the invention. This indicates that the core concepts and design of the Coordinated Distribution Optimization (CDO) system were formally documented and protected at that time.\n\nSubsequently, the patent was **published** (or granted) on **December 26, 2017**. The publication date signifies when the patent document became publicly available, detailing the claims and specifications of the invention. This allows others to examine the technology and understand its scope. The period between filing and publication often involves examination by the patent office to ensure the invention meets all patentability requirements. This five-year period highlights the depth and complexity of the innovation involved in this electrical network optimization technology.","question":"When was Systems and Methods for Coordinating Electrical Network Optimization filed/granted?"},{"answer":"The commercial applications of the **Systems and Methods for Coordinating Electrical Network Optimization** patent are extensive and highly relevant to the evolving energy market.\n\n**Utility-Scale Grid Modernization:** The most direct application is for electric utilities to enhance their existing infrastructure. By implementing the Coordinated Distribution Optimization (CDO) system, utilities can significantly improve grid reliability, reduce operational costs, and manage complex power flows more effectively. This is critical for preventing outages and ensuring service quality.\n\n**Integration of Distributed Energy Resources (DERs):** Companies involved in deploying solar farms, wind power, battery storage, and microgrids can leverage this technology to ensure their assets are seamlessly and safely integrated into the broader grid. This enables higher penetration of renewables without causing instability, which is a major commercial driver for green energy development.\n\n**Smart City Energy Management:** For smart city projects, this innovation provides a foundational platform for intelligent energy management. It can coordinate various smart devices, EV charging stations, and local energy systems to optimize energy consumption and distribution across an urban area, leading to more sustainable and efficient cities. It's a core component for advanced electrical network optimization in urban environments.\n\n**Software and Hardware Solutions for Grid Control:** Technology companies can develop and license software platforms or specialized hardware components that embody the principles of this patent. These solutions would be sold to utilities and energy providers looking to upgrade their grid management capabilities. This includes advanced analytics, real-time control systems, and predictive maintenance tools. The commercial potential is vast, given the global imperative for grid modernization and stability.","question":"What are the commercial applications of Systems and Methods for Coordinating Electrical Network Optimization?"},{"answer":"The **Systems and Methods for Coordinating Electrical Network Optimization** patent lays a robust foundation for numerous future developments in grid technology. We can anticipate several key areas of evolution for this innovation.\n\nFirstly, there will likely be advancements in **AI and Machine Learning integration**. Future CDO systems could incorporate more sophisticated algorithms that learn optimal coordination strategies dynamically, adapting to changing grid conditions, weather patterns, and market demands with even greater autonomy. This would move beyond pre-programmed rules to truly intelligent, self-optimizing grid control, enhancing power grid resilience.\n\nSecondly, the technology is poised to enable **more granular and localized control**. As edge computing capabilities improve, elements of the CDO system could be deployed closer to the grid edge, allowing for ultra-fast, localized coordination within microgrids or specific distribution feeders. This would further enhance stability and efficiency while maintaining overall system harmony. This is crucial for advanced electrical network optimization in highly decentralized environments.\n\nThirdly, expect developments in **enhanced cyber-physical security**. As grids become more intelligent and interconnected, robust security measures are paramount. Future iterations will likely integrate advanced threat detection and mitigation capabilities directly into the coordination logic, protecting the grid from cyberattacks that could exploit system vulnerabilities. Finally, the principles of this innovation will likely contribute to the development of **fully autonomous and self-healing grids**, where human intervention is minimized, and the grid can automatically recover from disturbances, adapt to extreme events, and seamlessly integrate new energy technologies as they emerge, driving the future of smart grid technology.","question":"What are the future developments expected for Systems and Methods for Coordinating Electrical Network Optimization?"}],"topics":["electrical network optimization","smart grid patent","power grid stability","coordinated distribution optimization","energy management system","transition","decentralized","renewable"],"tech_cluster":null},"seo":{"title":"Electrical Network Optimization - Patent US-9853448","description":"Discover Systems and Methods for Coordinating Electrical Network Optimization (US-9853448), a patent for smart grid stability. Prevent blackouts, optimize efficiency, integrate renewables seamlessly.","keywords":["electrical network optimization","smart grid patent","power grid stability","coordinated distribution optimization","energy management system","renewable energy integration","grid resilience","utility technology","US-9853448","patent analysis"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9853448","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9853448","citation_suggestion":"Patentable. \"Systems and methods for coordinating electrical network optimization\" (US-9853448). https://patentable.app/patents/US-9853448","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9853448","json":"https://patentable.app/api/llm-context/US-9853448","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T09:51:38.696Z"}