Current automation approaches in the Industry 4.0 have generated increased interest in the utilization of Integration Platforms as a Service (iPaaS) cloud architectures in order to unify and synchronize several systems, applications, and services in order to build smart solutions for automated and adaptive industrial process management. Existing iPaaS solutions present several out-of-the-box connectors and automation engines for easier integration of customers' projects, but show issues regarding overall adaptation outside their scope, brand locking, and occasionally high prices. Moreover, existing platforms fail to respond adequately to the needs of deploying multiple decision models capable of offering automated or semi-automated management of processes, thanks to the integration of the large diversity of data and event sources as well as the different physical or logical action entities. With the popularization of open-source software and applications such as BPM Engines, Machine Learning libraries, and Integration suites and libraries, it is possible to develop a fully customizable and adaptable, open-source iPaaS that can be used both in and outside industrial applications. In this paper, we propose a generic iPaaS architecture implemented on the basis of several open source solutions boasting integration, interoperability, and automated decision-making capabilities in the domain of Agriculture 4.0. A proof-of-concept based on these solutions is presented, as well as a case study on MA{\"I}SADOUR's grain storage process with a comparison with the currently human-operated tasks.
翻译:工业4.0的当前自动化办法已引起人们对利用一体化平台作为服务(iPaAS)云层结构的兴趣,以统一和同步若干系统、应用程序和服务,为自动和适应性工业流程管理建立智能解决方案。现有的iPaAS解决方案为客户项目更便于整合提供了几台外箱连接器和自动化引擎,但展示了在项目范围以外全面适应、品牌锁定和有时价格高的问题。此外,现有平台未能充分满足部署多种决策模型的需要,这些模型能够提供自动或半自动的流程管理,因为数据、事件来源以及不同实体或逻辑行动实体的高度多样性的整合,以建立智能解决方案。随着开放源软件和应用的普及,如BPM引擎、机器学习图书馆、整合套件和图书馆等,有可能开发一个完全可定制和适应的、开放源iPaas系统,既可用于工业应用,也可用于外部应用。在本文件中,我们提议在多个开放源解决方案的基础上实施一个通用的iPaAS架构,作为基础,在当前的农业领域整合、自动互可操作性和认证的解决方案中,一个以自动认证的系统化的系统化的系统,以展示了这些系统化的系统化的系统化的软件整合和系统化的系统化的整合能力。