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Embed. Comput. Syst."],"published-print":{"date-parts":[[2019,11,30]]},"abstract":"<jats:p>Rapidly evolving technologies and applications of mobile devices inevitably increase the power demands on the battery. However, the development of batteries can hardly keep pace with the fast-growing demands, leading to short battery life, which becomes the top complaints from customers. In this article, we investigate a novel energy supply technology, fuel cell (FC), and leverage its advantages of providing long-term energy storage to build a hybrid FC-battery power system. Therefore, mobile device operation time is dramatically extended, and users are no longer bothered by battery recharging. We examine real-world smartphone usage data and find that a naive hybrid power system cannot meet many users\u2019 highly diversified power demands. We thus propose an OS-level power management policy that reduces the device power consumption for each power peak to solve this mismatch. This technique trades the quality-of-service (QoS) for a larger FC ratio in the system and thus much longer device operation time. We further observe that the user\u2019s personality largely determines his\/her satisfaction with the QoS degradation and the operation time extension. Thus, applying a hybrid system with fixed configuration (i.e., peak throttling level coupled with corresponding FC\/battery ratio) fails to satisfy every user. We then explore customized hybrid system configuration based on each individual user\u2019s personality to deliver the optimal satisfaction for him\/her. The experimental results show that our personality-aware hybrid FC-battery solution can achieve 4\u00d7 longer operation time and 25% higher satisfaction score compared to the common setting for state-of-the-art mobile devices.<\/jats:p>","DOI":"10.1145\/3362033","type":"journal-article","created":{"date-parts":[[2019,11,15]],"date-time":"2019-11-15T21:16:57Z","timestamp":1573852617000},"page":"1-20","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users"],"prefix":"10.1145","volume":"18","author":[{"given":"Kaige","family":"Yan","sequence":"first","affiliation":[{"name":"Jilin University, Qianjin Street, Changchun, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingweijia","family":"Tan","sequence":"additional","affiliation":[{"name":"Jilin University, Qianjin Street, Changchun, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Longjun","family":"Liu","sequence":"additional","affiliation":[{"name":"Xi\u2019an Jiaotong University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingyao","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stanko R.","family":"Brankovic","sequence":"additional","affiliation":[{"name":"University of Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinghong","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Fu","sequence":"additional","affiliation":[{"name":"University of Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,11,15]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7753(03)00310-0"},{"key":"e_1_2_1_2_1","first-page":"9","article-title":"A review on fuel cell technologies and power electronic interface","volume":"13","author":"Nema R. 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