Approximate life cycle assessment using case-based reasoning for the eco design of products

Author(s):  
Myeon-Gyu Jeong ◽  
James R. Morrison ◽  
Hyo-Won Suh
2021 ◽  
Vol 3 (2) ◽  
pp. 136-144
Author(s):  
Alvina Islaha ◽  
Wildan Wiguna

Pencapaian keberhasilan peserta didik dengan budi pekerti yang luhur memerlukan peran pendidik dan orang tua yang memahami aspek penting dalam mendidik siswa. Suatu identifikasi kepribadian memudahkan pengambilan langkah selanjutnya dalam mendidik anak agar dapat menerapkan nilai-nilai kehidupan dengan baik. Mekanisme penanganan kepribadian siswa di SMP IT Daarul Hikmah saat ini masih menggunakan metode observasi secara langung yang kurang terkoordinasi dengan baik antara orang tua siswa dengan pihak sekolah. Pada penelitian ini bertujuan untuk menerapkan metode Case-Based Reasoning (CBR) berbasis website dalam mengidentifikasi kepribadian siswa di SMP IT Daarul Hikmah. Tahapan pengembangan sistem pakar dengan metode CBR tersebut menggunakan model Expert System Development Life-Cycle (ESDLC). Kemudian dilakukan pembangunan website dengan bahasa pemrograman PHP dan basis data MySQL. Hasil penelitian menunjukkan bahwa implementasi sistem pakar menggunakan metode CBR melakukan perhitungan identifikasi kepribadian siswa berdasarkan nilai kemiripan dari kasus baru yang dikaji sesuai dengan bidang keilmuan psikologis. Sistem pakar tersebut memudahkan para orang tua siswa dalam melakukan konsultasi atau diagnosa awal kepribadian anaknya yang mengenyam pendidikan di SMP IT Daarul Hikmah dengan pendataan kasus yang lebih terkoordinasi. Pada hasil evaluasi pengguna terhadap sistem pakar yang telah dikembangkan menunjukkan bukti bahwa responden memberikan umpan balik dengan rata-rata tingkat kepuasan pada kategori baik.


Author(s):  
Awanis Romli ◽  
Rossitza Setchi ◽  
Paul Prickett ◽  
Miguel P de la Pisa

Several methods and tools have been developed to facilitate sustainable product design, but they lack critical application of the ecological design (eco-design) process and economic costing, particularly during the conceptual design phase. This research study overcomes these deficiencies by integrating eco-design approaches across all phases of the product life cycle. It proposes an eco-design case-based reasoning tool that is integrated with the recently developed ecological quality function deployment method, which supports sustainable product design. The eco-design case-based reasoning tool is an intuitive decision-support tool that complements the ecological quality function deployment method and proposes solutions related to customers’ requirements and the environmental and economic impacts of the product. The ecological quality function deployment method ensures that customers’ needs are considered within the context of product sustainability. The novelty of this article is in the development of the eco-design case-based reasoning tool which is based on the premise that if experiences from the ecological quality function deployment process can be captured in some useful form, designers can refer to and learn from them. This approach helps industrial decision-makers propose solutions by reusing solutions from similar cases and from their past experiences. The novelty is in the way the cases are structured and new cases are generated, using life-cycle assessments, cost estimations, and information about related manufacturing processes and means of transportation. This article demonstrates the applicability of the proposed approach through an industrial case study.


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