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Focus | How artificial intelligence empowers grid development

Click:884 Time:2019-12-14 14:24:38

At present, driven by new theories and technologies such as mobile Internet, big data, supercomputing, and economic and social development needs, artificial intelligence is rapidly developing, penetrates into various industries, and profoundly changes people's produCTion and lifestyle.

 

Artificial intelligence technology, as the driving force of a new round of industrial change and a new engine of economic development, will drive the formation of new intelligent demands in various industries, and spawn a large number of intelligent new technologies, new products, and new industries, and promote society to become digital and networked. Leap towards intelligence. With the practice in recent years, what sparks have been created by the integration of artificial intelligence technology and the power grid? What role will artificial intelligence play in promoting the digital transformation of enterprises?

 

 

Artificial intelligence is an important technical support for the construction of ubiquitous power IoT

 

The Party Central Committee and the State Council attach great importance to the development of artificial intelligence technology. In July 2017, the State Council issued the "New Generation Artificial Intelligence Development Plan", which proposes to focus on improving the ability of the new generation of artificial intelligence technology innovation and building an open and collaborative artificial intelligence technology innovation system. In August this year, the Ministry of Science and Technology issued the "Guidelines for the Construction of a New Generation of National Artificial Intelligence Open and Innovation Platforms" and recently announced the latest list of platforms to promote the diffusion and transformation of artificial intelligence technology achievements and make artificial intelligence a driving force for the real economy New engine for construction and social development.

 

Nowadays, the field of energy and power is transforming from the traditional one-way transmission chain of production, supply and sales to a multi-connected platform. The power system is gradually showing openness, uncertainty, and complexity. The power grid has gradually evolved into multiple sources, such as load, storage, and storage. New network with random factors and uncertain time and space. The “13th Five-Year Plan” for power development formulated by the National Development and Reform Commission and the National Energy Administration clearly stated that the “Internet +” smart grid construction should be promoted, all efforts should be made to increase the intelligence level of the power system, improve grid acceptance and optimize allocation Energy capabilities.

 

The ubiquitous electric power Internet of Things is to fully apply modern information technology and advanced communication technologies such as mobile internet and artificial intelligence to realize the interconnection of all things and human-computer interaction in all links of the power system. During the construction of the ubiquitous electric power Internet of Things, there is a large demand for technologies based on artificial intelligence speech recognition, image recognition, and deep learning. Because of this, the construction of artificial intelligence basic support capabilities is included in the ubiquitous electric power Internet of Things construction task in 2019. Data-driven power artificial intelligence technology will play an increasingly important role and will become an important direction for the development of the power grid and a technical support for the construction of the ubiquitous electric power Internet of Things.

 

Improve computing power and build a platform to better utilize the advantages of artificial intelligence

 

At present, the power industry has carried out independent innovations in artificial intelligence around areas such as intelligent operation inspection, operation control, enterprise management, and power service of the power grid. How to make better use of the advantages of artificial intelligence to pay for the construction of ubiquitous electric power Internet of Things? This puts new requirements on the enterprise itself.

 

Massive business data exists in the power system. The artificial intelligence algorithm model requires higher computing resources. To meet this requirement, it is necessary to build a high-performance computing center and strengthen the storage and computing capabilities of the infrastructure layer. For example, basic service components such as extended elastic computing (ECS), object storage (OSS), and load balancing (SLB) can provide large-scale, virtualized, highly reliable, and scalable basic resource services, enabling enterprises to calculate demand based on tasks. Allocate required computing resources in real time and carry out intelligent computing resource resource scheduling.

 

Power business data has different forms, and business scenarios are complex and diverse. If each unit and specialty develops its own artificial intelligence products, its power is dispersed and it is difficult to form core competitiveness. Through establishing a sound data sharing mechanism, a unified data management and labeling standard system covering the entire chain of energy and power business should be established to improve the application efficiency of artificial intelligence in various power business scenarios. Build a data standardization management labeling platform around artificial intelligence technology to achieve unified management, preprocessing, and labeling of data across the full range of business, all data types, and all time dimensions, and then carry out professional, standardized, and refined labeling for different types of business data. It can improve the accuracy of artificial intelligence algorithms and give full play to the value of data.

 

The artificial intelligence platform can become the "smart hub" of the ubiquitous electric power Internet of Things, providing image recognition, voice recognition, face recognition, optical character recognition (OCR), knowledge map and other capabilities support and edge computing capabilities for power business applications to achieve everything Connected, intelligent perception. Enterprises can rely on artificial intelligence platforms to carry out rapid innovation of front-end business, improve data value mining sedimentation and innovative application capabilities, make operations more efficient and smarter, and help enterprises realize digital and intelligent transformation.

 

Rely on the power AI ecosystem to build mature artificial intelligence products

 

In order for artificial intelligence to truly play an enabling role, it needs to be solidly implemented and applied in the end. The artificial intelligence products for the ubiquitous electric power Internet of Things are also inseparable from the formation of the electric power AI ecosystem. The establishment of a cooperative innovation alliance consisting of outstanding scientific research units, industrial groups, and power companies, and forming a complete ecosystem across artificial intelligence hardware, algorithms, technologies, applications, and services can better promote the transformation and promotion of artificial intelligence technology achievements. Promote the integration of strong smart grid and ubiquitous electric power IoT.

Combined with the development trend of artificial intelligence technology, the current state of industrial development, and the application scenarios in the field of power system and business management, State Grid Information and Communication Industry Group Co., Ltd. relies on the State Grid Co., Ltd. "Power System Artificial Intelligence Joint Lab" and "Yang Shanlin Academician Workstation" And other resources, combing to form an artificial intelligence business product system, and cooperating with universities and external companies to jointly create a good development ecology in the field of artificial intelligence.

 

Relying on the unified AI capability open platform and the electric power speech library, graphic image library, knowledge base and algorithm library deposited on the platform, the group has constructed intelligent inspection (smart inspection), intelligent service (smart customer service), and intelligent policy (smart decision) The three product series have formed a variety of mature artificial intelligence products, such as power transmission and transformation inspection and analysis systems, production safety risk management and control platforms, smart customer service, intelligent anti-misoperation platforms, and business hall service robots.

 

Among them, the transmission and transformation inspection inspection analysis system collects image data during inspection operations, performs intelligent defect detection and identification, improves the efficiency of electric inspection, and realizes the transition from manual inspection to comprehensive artificial intelligence recognition analysis and diagnosis. The production safety risk management and control platform can realize the identification, management, and disposal of risks such as personnel, equipment, tools, and environment in a variety of high-risk operating scenarios such as power transmission, transformation, distribution, and infrastructure, providing real-time visualization, automatic inspection, Intelligent worksite safety supervision service for intelligent research and judgment and efficient control.

 

From power generation, transmission, transformation, distribution to power consumption, artificial intelligence technology will provide effective support for basic resources, algorithms and service capabilities for business applications in multiple fields of the power grid, maximize the level of lean operation of the power grid, and fully support Construction in the Internet of Things.

 

 

By: JUCRO Electric (Focus on Vacuum Interrupter, Vacuum circuit breaker, Vacuum contactor , Current/Voltage Transformer, SF6 Circuit Breaker, Isolation Switch and Switchgear)

2019.12.14

 At present, driven by new theories and technologies such as mobile Internet, big data, supercomputing, and economic and social development needs, artificial intelligence is rapidly developing, penetrates into various industries, and profoundly changes people's production and lifestyle.

 

Artificial intelligence technology, as the driving force of a new round of industrial change and a new engine of economic development, will drive the formation of new intelligent demands in various industries, and spawn a large number of intelligent new technologies, new products, and new industries, and promote society to become digital and networked. Leap towards intelligence. With the practice in recent years, what sparks have been created by the integration of artificial intelligence technology and the power grid? What role will artificial intelligence play in promoting the digital transformation of enterprises?

 

 

Artificial intelligence is an important technical support for the construction of ubiquitous power IoT

 

The Party Central Committee and the State Council attach great importance to the development of artificial intelligence technology. In July 2017, the State Council issued the "New Generation Artificial Intelligence Development Plan", which proposes to focus on improving the ability of the new generation of artificial intelligence technology innovation and building an open and collaborative artificial intelligence technology innovation system. In August this year, the Ministry of Science and Technology issued the "Guidelines for the Construction of a New Generation of National Artificial Intelligence Open and Innovation Platforms" and recently announced the latest list of platforms to promote the diffusion and transformation of artificial intelligence technology achievements and make artificial intelligence a driving force for the real economy New engine for construction and social development.

 

Nowadays, the field of energy and power is transforming from the traditional one-way transmission chain of production, supply and sales to a multi-connected platform. The power system is gradually showing openness, uncertainty, and complexity. The power grid has gradually evolved into multiple sources, such as load, storage, and storage. New network with random factors and uncertain time and space. The “13th Five-Year Plan” for power development formulated by the National Development and Reform Commission and the National Energy Administration clearly stated that the “Internet +” smart grid construction should be promoted, all efforts should be made to increase the intelligence level of the power system, improve grid acceptance and optimize allocation Energy capabilities.

 

The ubiquitous electric power Internet of Things is to fully apply modern information technology and advanced communication technologies such as mobile internet and artificial intelligence to realize the interconnection of all things and human-computer interaction in all links of the power system. During the construction of the ubiquitous electric power Internet of Things, there is a large demand for technologies based on artificial intelligence speech recognition, image recognition, and deep learning. Because of this, the construction of artificial intelligence basic support capabilities is included in the ubiquitous electric power Internet of Things construction task in 2019. Data-driven power artificial intelligence technology will play an increasingly important role and will become an important direction for the development of the power grid and a technical support for the construction of the ubiquitous electric power Internet of Things.

 

Improve computing power and build a platform to better utilize the advantages of artificial intelligence

 

At present, the power industry has carried out independent innovations in artificial intelligence around areas such as intelligent operation inspection, operation control, enterprise management, and power service of the power grid. How to make better use of the advantages of artificial intelligence to pay for the construction of ubiquitous electric power Internet of Things? This puts new requirements on the enterprise itself.

 

Massive business data exists in the power system. The artificial intelligence algorithm model requires higher computing resources. To meet this requirement, it is necessary to build a high-performance computing center and strengthen the storage and computing capabilities of the infrastructure layer. For example, basic service components such as extended elastic computing (ECS), object storage (OSS), and load balancing (SLB) can provide large-scale, virtualized, highly reliable, and scalable basic resource services, enabling enterprises to calculate demand based on tasks. Allocate required computing resources in real time and carry out intelligent computing resource resource scheduling.

 

Power business data has different forms, and business scenarios are complex and diverse. If each unit and specialty develops its own artificial intelligence products, its power is dispersed and it is difficult to form core competitiveness. Through establishing a sound data sharing mechanism, a unified data management and labeling standard system covering the entire chain of energy and power business should be established to improve the application efficiency of artificial intelligence in various power business scenarios. Build a data standardization management labeling platform around artificial intelligence technology to achieve unified management, preprocessing, and labeling of data across the full range of business, all data types, and all time dimensions, and then carry out professional, standardized, and refined labeling for different types of business data. It can improve the accuracy of artificial intelligence algorithms and give full play to the value of data.

 

The artificial intelligence platform can become the "smart hub" of the ubiquitous electric power Internet of Things, providing image recognition, voice recognition, face recognition, optical character recognition (OCR), knowledge map and other capabilities support and edge computing capabilities for power business applications to achieve everything Connected, intelligent perception. Enterprises can rely on artificial intelligence platforms to carry out rapid innovation of front-end business, improve data value mining sedimentation and innovative application capabilities, make operations more efficient and smarter, and help enterprises realize digital and intelligent transformation.

 

Rely on the power AI ecosystem to build mature artificial intelligence products

 

In order for artificial intelligence to truly play an enabling role, it needs to be solidly implemented and applied in the end. The artificial intelligence products for the ubiquitous electric power Internet of Things are also inseparable from the formation of the electric power AI ecosystem. The establishment of a cooperative innovation alliance consisting of outstanding scientific research units, industrial groups, and power companies, and forming a complete ecosystem across artificial intelligence hardware, algorithms, technologies, applications, and services can better promote the transformation and promotion of artificial intelligence technology achievements. Promote the integration of strong smart grid and ubiquitous electric power IoT.

Combined with the development trend of artificial intelligence technology, the current state of industrial development, and the application scenarios in the field of power system and business management, State Grid Information and Communication Industry Group Co., Ltd. relies on the State Grid Co., Ltd. "Power System Artificial Intelligence Joint Lab" and "Yang Shanlin Academician Workstation" And other resources, combing to form an artificial intelligence business product system, and cooperating with universities and external companies to jointly create a good development ecology in the field of artificial intelligence.

 

Relying on the unified AI capability open platform and the electric power speech library, graphic image library, knowledge base and algorithm library deposited on the platform, the group has constructed intelligent inspection (smart inspection), intelligent service (smart customer service), and intelligent policy (smart decision) The three product series have formed a variety of mature artificial intelligence products, such as power transmission and transformation inspection and analysis systems, production safety risk management and control platforms, smart customer service, intelligent anti-misoperation platforms, and business hall service robots.

 

Among them, the transmission and transformation inspection inspection analysis system collects image data during inspection operations, performs intelligent defect detection and identification, improves the efficiency of electric inspection, and realizes the transition from manual inspection to comprehensive artificial intelligence recognition analysis and diagnosis. The production safety risk management and control platform can realize the identification, management, and disposal of risks such as personnel, equipment, tools, and environment in a variety of high-risk operating scenarios such as power transmission, transformation, distribution, and infrastructure, providing real-time visualization, automatic inspection, Intelligent worksite safety supervision service for intelligent research and judgment and efficient control.

 

From power generation, transmission, transformation, distribution to power consumption, artificial intelligence technology will provide effective support for basic resources, algorithms and service capabilities for business applications in multiple fields of the power grid, maximize the level of lean operation of the power grid, and fully support Construction in the Internet of Things.

 

 

By: JUCRO Electric (Focus on Vacuum Interrupter, Vacuum circuit breaker, Vacuum contactor , Current/Voltage transformer, SF6 Circuit Breaker, Isolation Switch and Switchgear)

2019.12.14

 


Focus | How artificial intelligence empowers grid development
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