With the rapid development of artificial intelligence and the Internet of Things, there is an explosion of available data for processing and analysis in any domain. However, signal processing efficiency is limited by the Von Neumann structure for the conventional computing system. Therefore, the design and construction of artificial synapse, which is the basic unit for the hardware-based neural network, by mimicking the structure and working mechanisms of biological synapses, have attracted a great amount of attention to overcome this limitation. In addition, a revolution in healthcare monitoring, neuro-prosthetics, and human–machine interfaces can be further realized with a flexible device integrating sensing, memory, and processing functions by emulating the bionic sensory and perceptual functions of neural systems. Until now, flexible artificial synapses and related neuromorphic systems, which are capable of responding to external environmental stimuli and processing signals efficiently, have been extensively studied from material-selection, structure-design, and system-integration perspectives. Moreover, low-dimensional materials, which show distinct electrical properties and excellent mechanical properties, have been extensively employed in the fabrication of flexible electronics. In this review, recent progress in flexible artificial synapses and neuromorphic systems based on low-dimensional materials is discussed. The potential and the challenges of the devices and systems in the application of neuromorphic computing and sensory systems are also explored.

While knowledge of energy security has been thorough and elaborate, understanding energy security within the context of the water-energy-food nexus, where substantial inter-sectoral causes and effects exist, is less established, more so for Malaysia. This paper investigates the impact of two energy scenarios on identified key indicators within the context of the water-energy-food nexus. By utilizing a mixed method of qualitative interview and quantitative system dynamics modelling, representative causal loop diagrams and stock-flow diagrams were constructed to predict and allow for the analysis of behaviors of selected key indicators. Key findings include the importance of allowing a reasonable penetration of 20% renewable energy for the long term, and having a proper consideration for nuclear energy to assist in keeping energy costs low for the mid-term.

Water security plays a crucial role in maintaining livelihoods, especially emerging economies. In Malaysia, understanding the inter-relationships of water within the water-energy-food (WEF) nexus is at its infancy. This paper investigates the interactions of the water sector with energy sector in Malaysia, through the lenses of WEF nexus, using system dynamics. The first part of the research involves qualitative interviews with key stakeholders in the water sectors, which provides validation for the initial causal loop relationships built and qualitative inputs of the water-energy nexus through the lenses of the water sector. The second part of the research is a quantitative simulation of stock and flow based on four carefully designed scenarios revolving around Malaysian water security. Key findings include an apparent disconnect between the states and federal governments in managing water supply, poor economic sustainability of the water supply and services industry, and significant energy use in the water sector. On the other hand, environmental impacts stemming from the water sector is minimal. Streamlining water governance and revising water tariffs have thus been suggested as policy recommendations, where their implementation could propagate into downstream benefits for the energy sector.

Over the past few decades there has been significant advancement in the development of microelectronics. This has attracted attention of micro-scale energy harvester systems that could harvest energy from the operating environment of the microsystem. In this paper, rain energy harvesting using piezoelectric beam is tested. This paper seeks to create an experimentally validated proof of concept piezoelectric rain energy harvester using a piezoelectric beam. A rain simulator consists of six solenoid valves is designed to simulate different rain types. The effect of multiple water droplets impinging different positions on the piezoelectric beam is studied in this paper. Results show that a 4.5 ± 0.2 mm diameter water droplet falling at height of 0.82 m impinging the piezoelectric energy harvester is capable of generating a peak power of 0.16 mW.

This study aims to provide established knowledge of the multi-dimensional concept of energy security through engaging stakeholders and experts. Energy security policy implications have been suggested in this study to address and mitigate energy security challenges. A total of seven emerging themes from semi-structured interviews have been discussed in-depth to understand the role of each theme and their interactions with energy policies. There is an urgent need to reduce dependency on fossil fuels and to look for alternative fuel options from renewable sources. At the same time, energy-efficient technology plays a significant role in improving overall efficiency and leading to reduced wastage of energy. This would, in turn, improve the availability and affordability of energy in Malaysia. Energy equity gets the most emphasis in the energy trilemma of Malaysia; however, equal importance should be attached to the nation’s energy security alongside environmental sustainability. The final decision of the trilemma balance and the energy policies that govern the energy use framework depends on the ministries and the regulatory bodies. An indicator mapping process has been recommended for these themes to quantify energy security by developing an energy security index. The thematic results discussed in this study have the potential to facilitate policymakers and energy analysts of countries with similar energy outlooks to design data-driven energy security policies.