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An Agent-based Extensible Climate Control System for Sustainable Greenhouse Production

机译:基于Agent的可持续温室生产可扩展气候控制系统

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摘要

The slow adoption pace of new control strategies for sustainable greenhouse climate control by industrial growers is mainly due to the complexity of identifying and resolving potentially conflicting climate control requirements. In this paper, we present a multi-agent-based climate control system that allows new requirements to be added without any need to identify or resolve conflicts beforehand. This is achieved by representing the climate control requirements as separate agents. Identifying and solving conflicts now become a negotiation problem among agents sharing the same controlled environment. Negotiation is done using a novel multi-issue negotiation protocol that uses a generic algorithm to find an optimized solution within the search space. The Multi-Agent control system has been empirically evaluated in an ornamental floriculture research facility in Denmark. The evaluation showed that it is realistic to implement the climate control requirements as individual agents, thereby opening greenhouse climate control systems for integration of independently produced control strategies.
机译:工业种植者采用新的控制策略进行可持续的温室气候控制的步伐缓慢,主要是因为确定和解决潜在的相互矛盾的气候控制要求的复杂性。在本文中,我们提出了一种基于多主体的气候控制系统,该系统允许添加新要求,而无需事先识别或解决冲突。这可以通过将气候控制要求表示为单独的代理来实现。识别和解决冲突现在成为共享相同受控环境的代理之间的协商问题。使用新颖的多问题协商协议完成协商,该协议使用通用算法在搜索空间内找到优化的解决方案。 Multi-Agent控制系统已经在丹麦的观赏花卉研究机构进行了经验评估。评估表明,将气候控制要求作为单独的代理商实施是现实的,从而开放温室气候控制系统以整合独立制定的控制策略。

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