Core Viewpoint - The article emphasizes the importance of integrating AI, data, and simulation capabilities into the front end of process decision-making in lithium battery manufacturing, highlighting the role of industrial software in reshaping competitive logic [3][4]. Group 1: Industrial Software and AI Integration - The lithium battery manufacturing sector is experiencing intense competition, where the ability to transform process experience into reusable and evolvable system capabilities is crucial for equipment companies [3]. - Liyuanheng's recent advancements in industrial software and AI manufacturing have been recognized with awards for outstanding contributions in engineering practices under the Ministry of Industry and Information Technology's "Modular Resonance" initiative [3][4]. - The company aims to provide a verifiable and replicable AI + manufacturing path for lithium battery production through its proprietary industrial software [4]. Group 2: Challenges in Non-Standard Equipment - The structural challenges of non-standard equipment in lithium battery manufacturing stem from its complexity, diverse machine types, and high precision requirements, leading to reliance on trial-and-error and engineer experience [5]. - The limitations of the traditional approach have become more pronounced in the current environment focused on cost reduction, efficiency improvement, and rapid iteration, resulting in longer R&D cycles and high trial costs [5]. Group 3: Methodology and Engineering Practice - Liyuanheng's industrial software strategy focuses on eliminating problems at the design stage, aiming for "right the first time" as a core objective [6]. - The company's approach involves building a closed-loop system around the entire R&D process, transitioning from experience-driven to data and model-driven methodologies [7]. - By introducing high-fidelity simulations early in the design phase, Liyuanheng has significantly reduced reliance on physical prototypes, thus lowering trial costs [7][8]. Group 4: Dual-Engine Structure - Liyuanheng's "toolchain platform + advanced simulation foundation" dual-engine structure integrates various systems (CAD, CAE, CAM, PLM, ERP) to manage data flow and alleviate issues related to fragmented R&D processes [10]. - The advanced simulation foundation enhances decision-making by upgrading simulations from auxiliary tools to primary decision-making resources, supporting the goal of "design correctness" [10][11]. Group 5: Ecosystem Development - HaiKui Information, a subsidiary of Liyuanheng, plays a crucial role in extending capabilities and connecting ecosystems, having achieved certification as a cloud service partner with Huawei [12]. - The company has developed a comprehensive digital solution system covering design, manufacturing, management, and service, facilitating the construction of an integrated industrial intelligence ecosystem [12]. - Liyuanheng's collaboration with HaiKui Information and other partners aims to create an open scene and shared data assets, transitioning industrial software from internal tools to public capabilities for the lithium battery manufacturing sector [12].