Designing framework for standardization and testing requirements of battery management system for electric vehicle application

Rahmawatie, Budhy; Sutopo, Wahyudi; Fahma, Fakhrina; Purwanto, Agus; Nizam, Muhammad; Louhenapessy, Bendjamin Benny; Mulyono, Ary Budi

doi:10.1109/icevt.2017.8323525

Cited by 12 publications

(10 citation statements)

References 3 publications

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“…This research is a development of [9]. The stakeholder analysis was intended to define stakeholder requirements.…”

Section: Resultsmentioning

confidence: 99%

“…Research [9] gain a framework standard that can be used for BMS. but in the study, it has not been explicitly discussed why the parameters have used The result of a BMS standard framework is shown in Figure 2.…”

Section: Resultsmentioning

confidence: 99%

“…Standard development in Indonesia has been done using FACTS approach [9]. There are four main steps in FACTS method: stakeholder analysis, technical analysis, standard comparison and testing of standards [4].…”

Section: Methodsmentioning

confidence: 99%

See 2 more Smart Citations

A Technical Review of BMS Performance Standard for Electric Vehicle Applications in Indonesia

Sutopo¹,

Rahmawatie²,

Fahma³

et al. 2018

TELKOMNIKA

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The development of Battery Management System (BMS) standards in Indonesia has b een carried out causing the FACTS approach. That's approach makes it possib le to accommodate all stakeholder requirements. However, the approach has not yet considered a technical review of the regulated standards. Based on this, this study undertook a comprehensive review of BMS performance parameters set out in the standard. In order that the regulated standard s not only accommodate the needs of stakeholders b ut also consider BMS technical studies in order not to impede the future development of BMS.

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“…This research is a development of [9]. The stakeholder analysis was intended to define stakeholder requirements.…”

Section: Resultsmentioning

confidence: 99%

Section: Resultsmentioning

confidence: 99%

See 1 more Smart Citation

A Technical Review of BMS Performance Standard for Electric Vehicle Applications in Indonesia

Sutopo¹,

Rahmawatie²,

Fahma³

et al. 2018

TELKOMNIKA

Self Cite

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“…Tahapan perbandingan standar (Tabel 3) dimaksudkan untuk membandingkan draft standar yang disusun dengan standar negara lain atau internasional yang dijadikan referensi. Perbandingan dilakukan untuk mengidentifikasi kesenjangan dan tumpang tindih standar untuk menghindari duplikasi standar dan digunakan secara harmonis dengan standar yang ada (Rahmawatie, Sutopo, Fahma, & Nizam, 2017).…”

Section: Perbandingan Standarunclassified

Perancangan Kerangka Kerja Standar Pangan Fungsional Untuk Membantu Penyerapan Kalsium

Kristiningrum¹,

Anggraeni²,

Widyastuti³

et al. 2019

j. standard.

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<p>Kekurangan asupan kalsium akan memberikan resiko penyakit osteoporosis yang seringkali ditandai dengan berkurangnya massa tulang dan adanya perubahan mikroarsitektur jaringan tulang yang berakibat menurunnya kekuatan tulang dan meningkatnya kerapuhan tulang serta risiko terjadinya patah tulang. Pengembangan pangan fungsional di Indonesia sangat prospektif dan memiliki peluang dalam perdagangan ekspor, antara lain ke Jepang, Eropa, dan Amerika. Banyaknya penelitian dan pengembangan pangan fungsional yang terbukti dapat membantu penyerapan kalsium yang harus didukung dengan keberadaan SNI sehingga akan memberikan peluang pasar yang lebih besar dan stabil. Hambatan pada saat perumusan standar sering dihadapi pada tahap awal prosesnya karena kurangnya informasi tentang kebutuhan pemangku kepentingan dari perspektif yang berbeda yang dapat menyebabkan standar yang dirumuskan tidak diterima oleh konsensus. Jadi penting untuk mengetahui semua kebutuhan pemangku kepentingan dan mencari kesepakatan bersama untuk masing-masing pemangku kepentingan. Penelitian ini menggunakan metode FACTS (<em>Framework for Analysis, comparison, and Testing of Standards</em>). Metode ini menyediakan sarana untuk menganalisis, membandingkan dan menguji standar yang akan dikembangkan. Penelitian ini menghasilkan kerangka kerja yang dapat digunakan sebagai acuan pada saat penyusunan standar terkait pangan fungsional. Penelitian ini merekomendasikan penyusunan SNI istilah - definisi pangan fungsional dan SNI formula pangan fungsional untuk membantu penyerapan kalsium, yang didalamnya mengatur tentang tata cara klaim pangan fungsional.</p>

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“…However, the traditional offline inspection tools are still at the stage of functional checking, which is unable to support deep data processing and data mining [3]. The conventional battery management system (BMS) focuses on the real-time monitoring of the battery, and its display information is relatively limited [4][5][6]. The concepts of battery data analysis platforms and battery realtime monitoring platforms have been reported in some literature [7,8], but the detailed design of a data visualization platform with human-computer interaction functions for battery development and maintenance personnel is comparatively rare.…”

Section: Introductionmentioning

confidence: 99%

Data Analysis and Visualization Platform Design for Batteries Using Flask-Based Python Web Service

Liang

Zheng

et al. 2021

WEVJ

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Battery operating data of electric vehicles is becoming increasingly quantified and complicated. A data analysis platform is necessary to excavate high-value battery status information for more efficient battery management. This paper proposes a Flask framework and Pyecharts-based lithium-ion data analysis and visualization platform. The design processes including the front-end and back-end frameworks, data preprocessing, data visualization, and data storage are elaborated. In the proposed data platform, a case study of battery state of charge estimation using different machine learning methods is demonstrated, and most of the estimation errors are less than 2.0%, highlighting the effectiveness of the platform.

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Designing framework for standardization and testing requirements of battery management system for electric vehicle application

Cited by 12 publications

References 3 publications

A Technical Review of BMS Performance Standard for Electric Vehicle Applications in Indonesia

A Technical Review of BMS Performance Standard for Electric Vehicle Applications in Indonesia

Perancangan Kerangka Kerja Standar Pangan Fungsional Untuk Membantu Penyerapan Kalsium

Data Analysis and Visualization Platform Design for Batteries Using Flask-Based Python Web Service

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