综合质量管理体系(QMS)与人工智能/ML 指南相结合,为向全球矿业组织提供解决方案的 IT 和工程研发公司设计和开发可持续产品和服务提供指导

Praveen Harkawat
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引用次数: 0

摘要

根据《自然》杂志1 的报道,人工智能可在所有可持续发展目标(SDGs)中的 134 个目标(79%)中发挥促进作用,一般是通过技术改进和建立正确的流程来确保符合适用的法规、认证和标准。由于可持续发展和绿色技术市场2 预计将以 21% 的复合年增长率增长,到 2023 年将达到 730 亿美元,因此现在是 IT 和工程研发 (ERD) 公司加强内部流程,确保以更好的方式为采矿客户提供服务的最佳时机。矿业解决方案的驱动力来自于不断收紧的法规、客户偏好的转变以及更高的合规性要求。矿业公司必须在多方面采取行动,改变供应网络、生产流程和业务模式。公司也在重新思考产品的设计、工程和使用方式,寻找各种方法来满足性能和质量要求,同时在其制造/实施/使用的所有产品的整个生命周期中使用更少的资源。印度是领先的软件出口国,许多公司都在为全球矿业客户提供支持。现在正是 IT 和企业资源开发公司确保在瞬息万变的商业和监管环境中为矿业客户提供支持的大好时机。为了实现可持续的产品开发/服务,公司需要建立强大的内部质量管理体系(QMS),确保更好地遵守和使用人工智能/ML 和工具以及相关标准/认证。因此,研究人员提出了一个支持可持续产品开发/服务的概念性综合质量管理系统,可供开发采矿解决方案的 IT 和 ERD 公司使用。建议的系统将提供所需的标准、程序、指南、模板等的高级视图,这些都将符合全球可持续发展标准/认证要求。
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An Integrated Quality Management System (QMS) Combined with AI/ML Guidelines for the Design and Development of Sustainable Products and Services for IT and Engineering R&D Companies Providing Solutions to Global Mining Organizations
As per Nature1 , AI may act as an enabler on 134 targets (79%) across all Sustainable Development Goals (SDGs), generally through technological improvement and by putting the right processes in place to ensure compliance with applicable regulations, certifications, and standards. As the sustainability and green tech market2 is expected to grow at 21% CAGR and will reach $73 billion by 2023, it's the best time for IT and Engineering R&D (ERD) companies to strengthen their internal processes to ensure that mining customers are served in a better way. The mining solutions are driven by tightening regulations, shifting customer preferences, and higher compliance requirements. Mining companies must act on many fronts, changing supply networks, manufacturing processes, and business models. Companies are also rethinking how their products are designed, engineered, and used, looking for ways to meet performance and quality requirements while using fewer resources across the full life cycle of everything they make/implement/use. India is a leading software exporter, and many companies are supporting global mining customers across the world. It’s now the right time for IT and ERD companies to ensure that mining customers are supported in this fast-changing business and regulatory environment. For sustainable product development/services, companies need to put a strong internal Quality Management System (QMS), ensuring better compliance and usage of AI/ML and tools and related standards/certifications. So, the researcher is proposing a conceptual integrated QMS to support sustainable product development/services which can be used by IT and ERD companies developing mining solutions. The proposed system will provide a high-level view of the required standards, procedures, guidelines, templates etc., which will be compliant with the global sustainability standards/certifications requirements.
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来源期刊
Journal of Mines, Metals and Fuels
Journal of Mines, Metals and Fuels Energy-Fuel Technology
CiteScore
0.20
自引率
0.00%
发文量
101
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