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Publicações

Publicações por Raul Morais

2008

Sun, wind and water flow as energy supply for small stationary data acquisition platforms

Autores
Morais, R; Matos, SG; Fernandes, MA; Valente, ALG; Soares, SFSP; Ferreira, PJSG; Reis, MJCS;

Publicação
COMPUTERS AND ELECTRONICS IN AGRICULTURE

Abstract
The deployment of large mesh-type wireless networks is a challenge due to the multitude of arising issues. Perpetual operation of a network node is undoubtedly one of the major goals of any energy-aware protocol or power-efficient hardware platform. Energy harvesting has emerged as the natural way to keep small stationary hardware platforms running, even when operating continuously as network routing devices. This paper analyses solar radiation, wind and water flow as feasible energy sources that can be explored to meet the energy needs of a wireless sensor network router within the context of precision agriculture, and presents a multi-powered platform solution for wireless devices. Experimental results prove that our prototype, the MPWiNodeX, can manage simultaneously the three energy sources for charging a NiMH battery pack, resulting in an almost perpetual operation of the evaluated ZigBee network router. in addition to this, the energy scavenging techniques double up as sensors, yielding data on the amount of solar radiation, water flow and wind speed, a capability that avoids the use of specific sensors.

2011

A Low-Cost System to Detect Bunches of Grapes in Natural Environment from Color Images

Autores
Reis, MJCS; Morais, R; Pereira, C; Contente, O; Bacelar, M; Soares, S; Valente, A; Baptista, J; Ferreira, PJSG; Bulas Cruz, J;

Publicação
ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS

Abstract
Despite the benefits of precision agriculture and precision viticulture production systems, its adoption rate in the Portuguese Douro Demarcated Region remains low. One of the most demanding tasks in wine making is harvesting. Even for humans, the environment makes grape detection difficult, especially when the grapes and leaves have a similar color, which is generally the case for white grapes. In this paper, we propose a system for the detection and location, in the natural environment, of bunches of grapes in color images. The system is also able to distinguish between white and red grapes, at the same time, it calculates the location of the bunch stem. The proposed system achieved 97% and 91% correct classifications for red and white grapes, respectively.

2011

Automatic Detection of White Grapes in Natural Environment Using Image Processing

Autores
Reis, MC; Morais, R; Pereira, C; Soares, S; Valente, A; Baptista, J; Ferreira, PJSG; Cruz, JB;

Publicação
SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS, 6TH INTERNATIONAL CONFERENCE SOCO 2011

Abstract
The rate of adoption of Precision Agriculture and Precision Viticulture production systems in the Douro Demarcated Region remains low. We believe that one way to raise it is to address challenging real-world problems whose solution offers a clear benefit to the viticulturist. For example, one of the most demanding tasks in wine making is harvesting. Even for humans, the detection of grapes in their natural environment is not always easy. White grapes are particularly difficult to detect, since their color is similar to that of the leafs. Here we present a low cost system for the detection of white grapes in natural environment color images. The system also calculates the probable location of the bunch stem and achieves 91% of correct classifications.

2000

Air humidity sensing: Electronic psychrometer with built-in heat pump and condenser to refill the evaporated water

Autores
Cunha, JB; Santos, RM; Valante, A; Cunha, AE;

Publicação
2000 ASAE Annual Intenational Meeting, Technical Papers: Engineering Solutions for a New Century

Abstract
Psychrometer sensors are widely used for monitoring greenhouse air humidity because of its simplicity, low cost and accuracy. For proper operation the wick, which is immersed in a water reservoir, must maintain a continuous supply of water to the wet bulb temperature sensor. This implies the need to refill periodically the water reservoirs, which is the major limitation of these sensors. To avoid this problem an electronic psychrometric sensor was developed. A microcontroller is used to read the wet and dry bulbs temperatures and compute the vapor pressure and relative humidity. In addition, it controls a micro heat pump to supply continuously water to the reservoir.

2010

The use of mobile devices with multi-tag technologies for an overall contextualized vineyard management

Autores
Cunha, CR; Peres, E; Morais, R; Oliveira, AA; Matos, SG; Fernandes, MA; Ferreira, PJSG; Reis, MJCS;

Publicação
COMPUTERS AND ELECTRONICS IN AGRICULTURE

Abstract
This paper describes a Viticulture Service-Oriented Framework (VSOF) which turns around context elements or tags that are placed in the field and which can be decoded by mobile devices such as mobile phones or PDAs. The tags are used to automatically associate a field location to the relevant database tables or records and also to access contextual information or services. By pointing a mobile device to a tag, the viticulturalist may download data such as climatic data or upload information such as disease and pest incidence in a simple way, without having to provide coordinates or any other references, and without having to return to a central office This work is part of an effort to implement a large-scale distributed cooperative network in the Douro Demarcated Region in Northeast Portugal, a region in which the effort makes particular sense due to the extremely variable topography and mesoclimates The possibility of exchanging contextualized information and accessing contextualized services in the field, using well-known devices such as cell phones, may contribute to increase the rate of adoption of information technology in viticulture, and contribute to more efficient and closer-to-the-crops practices.

2011

An autonomous intelligent gateway infrastructure for in-field processing in precision viticulture

Autores
Peres, E; Fernandes, MA; Morais, R; Cunha, CR; Lopez, JA; Matos, SR; Ferreira, PJSG; Reis, MJCS;

Publicação
COMPUTERS AND ELECTRONICS IN AGRICULTURE

Abstract
Wireless sensor networks have found multiple applications in precision viticulture. Despite the steady progress in sensing devices and wireless technologies, some of the crucial items needed to improve the usability and scalability of the networks, such as gateway infrastructures and in-field processing, have been comparatively neglected. This paper describes the hardware, communication capabilities and software architecture of an intelligent autonomous gateway, designed to provide the necessary middleware between locally deployed sensor networks and a remote location within the whole-farm concept. This solar-powered infrastructure, denoted by iPAGAT (Intelligent Precision Agriculture Gateway), runs an aggregation engine that fills a local database with environmental data gathered by a locally deployed ZigBee wireless sensor network. Aggregated data are then retrieved by external queries over the built-in data integration system. In addition, embedded communication capabilities, including Bluetooth, IEEE 802.11 and GPRS, allow local and remote users to access both gateway and remote data, as well as the Internet, and run site-specific management tools using authenticated smartphones. Field experiments provide convincing evidence that iPAGAT represents an important step forward in the development of distributed service-oriented information systems for precision viticulture applications.

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