Smart Landscaping Services

Kai Wen Tien*, William E. Sitzabee, Phillip Melnick, Vittaldas V. Prabhu

*此作品的通信作者

研究成果: Conference contribution同行評審

摘要

Landscaping services industry is estimated to be about $100 billion in the US. These services tend to be labor-intensive and are varied in scales ranging from single-family homes to large hospitality and leisure enterprises such as resorts and golf courses. From a management perspective the three main objectives of landscaping services are maintaining aesthetics, pest control, and lowering cost. Some of the major activities in landscaping include mowing lawns, pruning shrubs, clearing leaves, trimming hedges, and mulching. Operating cost depends on staffing level, frequency of activities, and associated fuel consumption, which have been investigated in several studies. The focus of this paper is to make landscaping services smarter by using decision-support models for managing them. Specifically, this paper proposes a two-stage optimization model for lawn mowing. The first-stage model assigns appropriate pieces of equipment and staff to various areas to minimize both operating costs and labor costs. The second-stage model optimizes the schedule of activities based on the desired due times for various areas. A numerical study is used for demonstrating the application of the decision-support model. Future direction for smart landscaping through better decision-making based on data from IoT sensors for monitoring growth, soil conditions, and weather data is also proposed.

原文English
主出版物標題Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Proceedings
編輯Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero
發行者Springer Science and Business Media Deutschland GmbH
頁面220-227
頁數8
ISBN(列印)9783030859015
DOIs
出版狀態Published - 2021
事件IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021 - Nantes, 法國
持續時間: 5 9月 20219 9月 2021

出版系列

名字IFIP Advances in Information and Communication Technology
631 IFIP
ISSN(列印)1868-4238
ISSN(電子)1868-422X

Conference

ConferenceIFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021
國家/地區法國
城市Nantes
期間5/09/219/09/21

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