huawei connect 2024: focusing on high-value application scenarios, promoting the implementation of ai big models in the power industry
2024-09-26
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"the best way to realize the value of ai is to promote social change and explore high-value application scenarios in the power industry," said chen chong, partner of chinasoft international consulting energy and power industry, in his keynote speech at the "chinasoft international ai full-stack full-scenario products and services sub-forum" held during huawei connect 2024.
chen chong pointed out that ai big models are leading technological innovation, but their real value lies in accurate application in actual scenarios. he emphasized that the key to transforming technological potential into actual benefits lies in scenario-based applications, which can maximize the value of ai big models. the correct scenario implementation comes from deep thinking, which is the driving force for ai big models to continue to create value.
he said that the current society is in a critical period of transformation from digitalization to intelligence, and the traditional working mode and lifestyle will face profound reconstruction and challenges. therefore, it is necessary to uphold a forward-looking thinking to promote social change and deeply understand and apply artificial intelligence technology.
dacs application framework
to this end, chinasoft international consulting proposed the dacs (arithmetic + algorithm + computing power + scenario) application framework with "scenario as the core and thought as the soul", combining the four key elements of arithmetic, algorithm, computing power and scenario through the idea of change to build a comprehensive ai application implementation strategy. the core of the dacs application framework is to grasp the trend of the times with the idea of change, deeply understand the business scenario, customize the design and optimization of ai models, so that cutting-edge technology can effectively solve practical problems and promote continuous improvement and innovation of business.
1. comprehensive analysis: through professional diagnostic models, we deconstruct enterprise business needs from multiple dimensions such as business domain, business segment, and value chain, and comprehensively diagnose the application scenarios of ai big models in enterprise business.
2. full-stack service capabilities: chinasoft international provides full-stack services including business consulting, model deployment, application development, and continuous operations to the energy and power industry, promoting the improvement of the intelligence level of the energy and power industry, improving operational efficiency, and reducing operation and maintenance costs.
3. practical application design: focus on practical application design, clarify the implementation path through professional scenario diagnosis, and achieve efficient delivery of large models.
ai big model application path
in the process of implementing the ai big model in the power industry, it is guided by the idea of promoting industry change. by building a multi-dimensional analysis framework, from the configuration of computing power to the refined processing of data, to the customized development of algorithm fusion and application, it achieves seamless integration of ai solutions with the core business processes of the power industry.
relying on expert resources in the energy and power industry and combining data management with chinasoft international's data governance methodology, we make the training data conform to business logic and improve the model's generalization ability and prediction accuracy.
at the algorithm level, it supports segmentation, iteration and optimization of large ai models by business domain and scenario to adapt to the changing business scenarios and evolving technical requirements of the power industry.
focus on optimizing resource allocation and developing computing power planning strategies to support large-scale data processing and model training, ensuring that ai models can handle the complex data analysis needs of the power industry.
in addition, a comprehensive model performance evaluation system is built to continuously monitor and evaluate the effectiveness of ai models so that they can achieve optimal performance in actual deployment. through deep technical integration and continuous optimization, the potential of ai big models can be transformed into tangible operational benefits for the power industry.
chinasoft international has launched an ai big model solution for the energy and power industry, achieving comprehensive coverage from strategic planning to technical implementation. through in-depth analysis of business processes, customized ai strategies are closely integrated with corporate goals. model development focuses on algorithm innovation and data processing to cope with the complexity of power data. during the deployment phase, the new system will be coordinated with the existing it architecture to maintain operational continuity and ensure system reliability. this series of measures can effectively promote the optimization of operational efficiency of energy and power companies and achieve intelligent transformation.
in the future, we will continue to work with industry partners, with scenarios as the core and ideas as the soul, to jointly explore the in-depth application of ai big models in the power industry and contribute to the progress and prosperity of society. (xianning news network)
