Ontology-Based Approach Supporting Multi-Objective Holistic Decision Making for Energy Pile System

Abstract

The traditional way of designing energy pile system is mostly single domain/objective oriented, which lacks of means to coherently consider different while relevant factors across domains. The cost for life cycle design, construction and maintenance, return of investment, CO2 emission related sustainable requirements, and so on also need to be considered, in a systematic manner, along with the main functional design objective for loading capacity and robustness. This paper presents a novel multi-objective holistic approach for energy pile system design using ontology based multi-domain knowledge orchestration, which can holistically provide the designers with across domain factors regarding financial, safety, and environmental impact, for smart and holistic consideration during the early design stage. A prototypical ontology-based decision tool has been developed, aiming at the holistic optimization for energy pile system by combining ontology and Semantic Web Rule Language rules. A case study was performed to illustrate the details on how to apply knowledge query to provide a series of design alternatives autonomously by taking different design parameters into account. The method has demonstrated its practicability and scientific feasibility, it also shows the potential to be adopted and extended for other domains when dealing with multi-objective holistic design making.

An ontology-based spatial group decision support system for site selection application

“…The use of ontology in this study enhances the ability to suggest potential technologies based on the match algorithm and percentage comparator. The method suggested in [31] was a novel multi-objective holistic approach for designing energy pile systems using ontology-based multi-domain knowledge orchestration.…”

Analisis Bibliometrik tentang Pengembangan Keuangan Berkelanjutan: Identifikasi Tren, Konsep Kunci, dan Kolaborasi dalam Literatur Akademis

“…Hal ini mencakup pendekatan holistik yang berusaha mengintegrasikan pertimbangan ekonomi, lingkungan hidup, dan sosial ke dalam proses pengambilan keputusan keuangan. Pembangunan keuangan berkelanjutan tidak terbatas pada satu sektor atau industri saja, melainkan lebih merupakan kerangka kerja yang komprehensif untuk mengarahkan kembali sistem keuangan menuju kesejahteraan dan ketahanan jangka panjang (Beerbaum & Puaschunder, 2018;Lahouirich et al, 2022;Meng et al, 2022;Prime et al, 2020).…”

Ontology Framework for Sustainability Evaluation of Cement–Steel-Slag-Stabilized Soft Soil Based on Life Cycle Assessment Approach

“…Hou et al [28] developed the concrete structures design ontology with embodied energy and carbon as sustainable evaluation indices. Meng et al [29] proposed a multi-objective design method for an energy pile system based on ontology from the perspective of technology, economy, and sustainability. Based on the Monte Carlo simulation approach, Cui et al [30] established a comprehensive seismic risk assessment ontology framework for the subway station.…”