Subtle Application of Electrical Field-Induced Lossy Mode Resonance to Enhance Performance of Optical Planar Waveguide Biosensor

Many studies concern the generation of lossy mode resonances (LMRs) using metallic oxide thin films that are deposited on optical fiber. However, the LMR-based optical fiber sensors are frangible, do not allow easy surface modification, and are not suited to mass production. This study proposes an electrical field-induced LMR-based biosensor with an optical planar waveguide to replace surface modification and allow the mass production of protein biosensors and accelerate the speed of the analyte to decrease the detection time. Experimentally, the biosensor is evaluated using charged serum albumin molecules and characterized in terms of the LMR wavelength shift using an externally applied voltage for different durations. The externally applied voltage generates a significant electric field, which drives the non-neutralized biomolecules and increases the LMR wavelength shift. Our experimental results demonstrate that there are two different mechanisms of adsorption of serum albumin molecules for short-term and long-term observations. These are used to calculate the sensitivity of the biosensor. This electrical field-induced method is highly significant for the development and fabrication of LMR-based biosensors

Using Intelligent Clustering to Implement Geometric Computation for Electoral Districting

Traditional electoral districting is mostly carried out by artificial division. It is not only time-consuming and labor-intensive, but it is also difficult to maintain the principles of fairness and consistency. Due to specific political interests, objectivity is usually distorted and controversial in a proxy-election. In order to reflect the spirit of democracy, this study uses computing technologies to automatically divide the constituency and use the concepts of “intelligent clustering” and “extreme arrangement” to conquer many shortcomings of traditional artificial division. In addition, various informational technologies are integrated to obtain the most feasible solutions within the maximum capabilities of the computing system, yet without sacrificing the global representation of the solutions. We take Changhua County, Taiwan as an example of complete electoral districting, and find better results relative to the official version, which obtained a smaller difference in the population of each constituency, more complete and symmetrical constituencies, and fewer regional controversies. Our results demonstrate that multidimensional algorithms using a geographic information system could solve many problems of block districting to make decisions based on different needs

Advanced Classification of Coffee Beans with Fatty Acids Profiling to Block Information Loss

Classification is a kernel process in the standardization, grading, and sensory aspects of coffee industries. The chemometric data of fatty acids and crude fat are used to characterize the varieties of coffee. Two category classifiers were used to distinguish the species and roasting degree of coffee beans. However, the fatty acid profiling with normalized data gave a bad discriminant result in the classification study with mixed dimensions in species and roasted degree. The result of the predictive model is in conflict with the context of human cognition, since roasted coffee beans are easily visually distinguished from green coffee beans. By exploring the effects of error analysis and information processing technologies, the lost information was identified as a bias–variance tradeoff derived from the percentile normalization. The roasting degree as extensive information was attenuated by the percentile normalization, but the cultivars as intensive information were enhanced. An informational spiking technique is proposed to patch the dataset and block the information loss. The identified blocking of informational loss could be available for multidimensional classification systems based on the chemometric data

Using Sensory Wheels to Characterize Consumers’ Perception for Authentication of Taiwan Specialty Teas

In the context of fair trade and protection of consumer rights, the aim of this study was to combat adulteration, counterfeiting, and fraud in the tea market, and rebuild the image of high-quality Taiwan teas. Experts at the Tea Research and Extension Station, Taiwan (TRES), are engaged in promotion of the systems of origin identification (AOC) and grading for authentication of Taiwan’s premium teas. From tea evaluation competitions (bottom-up quality campaign), the flavor descriptions and consumers’ perceptions were deconvoluted and characterized for the eight Taiwan specialty teas, namely, Bi-Luo-Chun, Wenshan Paochong, High-Mountain Oolong, Dongding Oolong, Tieh-Kuan-Yin, Red Oolong, Oriental Beauty, and Taiwan black tea. Then, according to the manufacturing processes, producing estates and flavor characters, the specialty teas were categorized into six sensory wheels. The flavor descriptors of the sensory wheels were also recognized in consumers’ feedback. In recent years, the performance of international trade in tea also demonstrates that the policy guidelines for authentication of specialty teas are helpful to the production and marketing. Furthermore, the development of sensory wheels of Taiwan’s specialty teas is the cornerstone to the establishment of the Taiwan-tea assortment and grading system (TAGs) for communication with the new generation consumers, enthusiasts, sellers, and producers

Using a Low-Temperature Pyrolysis Device for Polymeric Waste to Implement a Distributed Energy System

Due to global changes, the international community is paying attention to the application of innovative energy technologies to meet the sustainable development of ecology and the environment. As a result, the concept of “waste-to-energy” has been developed. This study proposes a modular device for low-temperature pyrolysis (less than 300 °C) of polymers as a verifiable framework for a decentralized energy supply. Experiments with various plastics as waste feedstocks for conversion into fuel products were carefully analyzed. Mixed plastics (petrochemical polymers) and natural materials (organic polymers) were further subjected to energy conversion efficiency evaluation. The feasibility of continuous implementation was verified, converting 4000 kg of waste plastics with chemical potential into 3188 L of waste polymer oil (WPO), and generating 6031 kWh of electricity. Integrated electromechanical control realizes a low-temperature microwave pyrolysis process with low pollution emissions. The new technology harvests energy from troublesome garbage, reduces waste disposal volume by 55~88%, and produces cleaner, low-toxicity residual, easy-to-store fuel that can be used in general internal combustion engines. Standardized modular equipment provides an effective solution for resilient energy systems, and its easy scalability can reduce the load on the basic grid and improve the stability and dispatchability of energy supply. This research will realize on-site waste treatment, reduce transportation energy consumption, meet regional energy demands, and apply it to coastal, remote villages, offshore platforms, and emergency scenarios

Using gas chromatography and mass spectrometry to determine 25-hydroxyvitamin D levels for clinical assessment of vitamin D deficiency

Vitamin D is responsible for multiple metabolic functions in humans. Rickets are the most common disease caused by vitamin D deficiency. It is caused by poor calcium intake resulting in poor serum-ionized calcium. The purpose of this study is to develop a rapid, sensitive, and feasible method to determine the 25-hydroxy-vitamin D3 (25(OH)D3) levels in blood samples for clinical assessment. In this study, gas chromatography coupled mass spectrometry with trimethylsilyl derivatization (TMS-GC-MS) is the most suitable protocol for quantitative analyses of 25(OH)D3. Performance of method was evaluated and compared with liquid chromatography and immunoassay. Method validation has been carried out with plasma specimens. The limit of quantitation of TMS-GC-MS method is 1.5 ppb with good linear correlation. Furthermore, the dietary intake and nutritional status of vegetarian and non-vegetarians in Taiwan were assessed by our validated method. As a result, this vitamin D nutrition survey demonstrates that most Taiwanese people have insufficient vitamin D. Due to dietary habits; the male vegans may have the highest risk of vitamin D deficiency. Keywords: Osteoporosis, Vitamin D metabolites, Clinical specimen, Derivatization, Vegetaria

The Idea of Freedom in Modern China Revisited

Western historiography on the idea of freedom in modern China has tended to focus on its conception as service to the state and social ends, as illustrated by studies of Liang Qichao’s democratic thought; as a result, many other interpretations have been overlooked. This article locates Chinese notions of liberty in a broader context as a fusion of personal, national, social, civic, and moral freedoms. After revisiting Liang Qichao’s conception of freedom, it posits six others that are mutually interactive—freedom as liberation; as self-development, independent personality, and responsibility; as democracy and human rights; as a spiritual cultural necessity; as a private realm; and as autonomy and self-mastery. The article offers a more nuanced understanding of the issue of the primacy of collective interests over individual interests by developing the notion of dual responsibilities, or the dualism between the sanctity of personal liberty and the public morality of service to society and state