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Abstrak :
Limestone cave is an unique ecosystem with having characteristics on enclosed space, dark, stable temperature, moist, air sirculation and being inhabited by specific flora and fauna. A limestone cave ecosystem is fragile and unrenewable for the process of its formation needs millions of years (Bullock,1965:60; Whitten et al. 1996: 542). Petruk and Jatijajar limestone caves are located at the vicinity of South Gombong Crust ,Central Java. Being potential as tourist attractions, the two caves are made used by local government tourist agency of Kebumen Regency. To create a proper managament system which saveguard the ecological function of the cave as well as the related ecological process, studies on the biodiversity and ecology are needed.

The objectives of this study are primarily to understand : (1). The level of abundance of bats (2). The different of the physical environment which influence the bats populations (3). The diversity of fauna (4). The preference roosting place the bats at Petruk and Jatijajar cave. This study is conducted at Petruk cave and Jatijajar cave which are located at Ayah subdistric , Kebumen regency , Central Java in July - September 1999.

The estimation of bat populations is made by counting the total number of induvidual bats when they left the cave in the evening and roosting the roof of cave during the days. For physical environment studies of the cave, the temperature, humidity and the light intensity at every zone of the cave were measured. Avertebrata and water fauna diversity were calculated by square method (murray 1991: 48), and the vertebrate diversity by line transek method (Wardoyo: 1986:11). The habitat preference of bat's roosting was identified using several criteria including the distance of the roosting place from the cave enterance, temperature, humidity and light intensity of the roosting place of each bats colony.

To compare the physical data of the similar zone the ANOVA test was used at the level of 95 % signiticant (Walpole 1987: 383).The fauna diversity index was calculated by the Shanon - Whiner index (Cox, 1997:195). The similarity of those population were measured by Sorensen formula (Cox, 1997:197 ).The map for roosting habitat preference is made based on available map has been provided by Finspac' (1997), while for Jatijajar cave has been prepared by tourism agency of the Kebumen local goverment 1997.

Conclusions drawn from this study were : 1) The bat population of Petruk cave during the research was approximately 144.00 at 661,34 and of Jatijajar cave around 2.874 + 179,2. 2) The physical environment of Petruk cave was warmer, with a high humidity level , and darker than the Jatijajar cave. 3) The land fauna diversity of Petruk cave was higher than that of Jatijajar cave. However those caves have similarities concerning the water fauna diversity. 4) At petruk cave 8 roosting places in habited by 6 species of bat' s namely : Rousettus amplexicaudatus, Hipposideros bicolor,Hipposideros diadema, Myotis horsfieldii, Tadarida plicata and Rhinolopus luctus. At Jatijajar cave there are 6 roosting places inhabited by 3 species of bat , namely: Rousettus amplexicaudatus, Hipposideros bicolor and Rhinoilopus luctus. At both of cave the R. amplexicaudatus prefer red to have a roosting place somewhere around the entrance due to sufficient light. However R. luctus preferred to have a roosting place at the far end of the cave where the level of humidity is high and there is no light at all. The other species : H. bicofon H. diadema ,M, horsfieldii, and T. plicata preferred to have a roosting place at the medle of the cave which little light is available and the temperature and humidity are fluctuative.

Abstrak :
Optimasi biaya bahan bakar umumnya dilakukan dengan pendekatan menggunakan metode deterministi c maupun undeterministi c. Pada penelitian ini membandingkan penerapan merit order yang bersifat deterministi c dengan penerapan algoritma kelelawar yang bersifat undeterministi c. Persoalan economic load dispatch mempunyai batasan equality dan inequality yang kompleks, sehingga sulit menentukan nilai optimum dengan menggunakan pendekatan konvensional. Dalam menentukan nilai optimum diperlukan penjadwalan unit-unit pembangkit untuk membagi daya yang dibangkitkan dalam pemenuhan kebutuhan sistem sehingga didapatkan biaya bahan bakar optimum. Merit order disusun berdasarkan besaran biaya bahan bakar perjam setiap unit yang beroperasi pada output maksimumnya, sedangkan algoritma kelelawar disusun berdasarkan karakteristik ekolokasi kelelawar yang disimulasikan pada program komputer dari posisi, kecepatan dan frekuensi kelelawar. Data yang diuji adalah data aktual pembangkit listrik tenaga termal yang berjumlah 6 (enam) pembangkit pada kondisi beban puncak tahun 2018. Dengan menggunakan 2 (dua) metode yang berbeda yaitu merit order dan algoritma kelelawar diperoleh hasil biaya produksi (efisiensi) yang berbeda. Merit order dapat mengefisienkan biaya produksi sebesar 14,67% atau $291640 dari aktual biaya, sementara algoritma kelelawar menghasilkan efisiensi sebesar 15,66% atau $311405 dari aktual biaya. Dari hasil perhitungan ini dapat disimpulkan bahwa penggunaan metode algoritma kelelawar akan menghasilkan biaya produksi yang lebih efisien (lebih kecil) yaitu sebesar 0,99% atau $19765 dibandingkan metode merit order. Hal ini dapat terjadi karena algoritma kelelawar berhasil membuat kombinasi pembebanan pembangkit yang lebih efisien.

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Fuel cost optimization is generally done using an approach of deterministic and undeterministic methods. This study compares the application of deterministic merit order algorithms with the application of undeterministic bat algorithms. The issue of economic load dispatch has complex equality and inequality constraints, so it is difficult to determine the optimum value using a conventional approach. In determining the optimum value it is necessary to schedule generator units to divide the generated power in meeting system requirements so the optimum fuel costs are obtained. Merit orders are arranged based on the amount of hourly fuel costs per unit operating at its maximum output, while the bat algorithm is based on echolocation characteristics of microbats simulated on a computer program from the position, velocity and frequency of bats. The researched data are the actual data of thermal power plants which amount to 6 (six) plants in the peak loads condition in 2018. By using 2 (two) different method, namely merit order and bat algorithm, the results of different production costs are obtained. The merit order can reduce production costs by 14.67% or $291640 of the actual cost, while the bat algorithm produces an efficiency of 15.66% or $311405 of the actual cost. From the results of this calculation it can be concluded that the use of bat algorithm can produce a more efficient (smaller) generation costs that is equal to $19765 or 0.99% smaller than the merit order method. This can occur because of the bat algorithm manages to create a loading combination of more efficient power plants.

Abstrak :
Kelelawar buah famili Pteropodidae telah dikenal sebagai agen penyerbuk bunga dan penyebar biji berbagai spesies tumbuhan di kawasan tropis. Peran kelelawar buah sebagai penyerbuk bunga dan penyebar biji termasuk sebagai jasa layanan ekosistem yang berfungsi menjaga keseimbangan dan kelestarian ekosistem. Penelitian ini dilakukan untuk mengetahui asosiasi antara kehadiran kelelawar buah dengan tumbuhan di tepi kawasan Taman Nasional Bukit Barisan Selatan, Lampung selama bulan Juni--September 2012. Lokasi penelitian terdiri atas lahan perkebunan warga dan hutan. Kelelawar buah diperangkap menggunakan jala kabut (mist-net) pada pukul 18.00--22.00 WIB. Analisis vegetasi dilaksanakan menggunakan metode Point-centered Quarter (PCQ). Asosiasi kehadiran kelelawar buah dengan tumbuhan diuji dengan chi-square (2). Berdasarkan hasil penelitian telah didapat total 11 spesies kelelawar buah selama 195 jam pemerangkapan dan 79 spesies tumbuhan di hutan dan kebun. Hasil uji 2 menunjukkan adanya asosiasi antara spesies kelelawar buah dengan tumbuhan di hutan maupun kebun. Hasil tersebut dapat menunjukkan bahwa jasa layanan ekosistem oleh kelelawar buah terhadap tumbuhan tetap berlangsung baik di hutan maupun kebun. ......Fruit bats of the Pteropodidae family were known as pollinator and seed disperser to some plant species in tropical region. The roles of fruit bats in the ecosystem service are as pollinator and seed disperser that preserve ecosystem balance and conservation. This research was carried out to determine the association between the presence of fruit bats and plants on edge of Bukit Barisan Selatan National Park, Lampung during June to September 2012. Study sites consisted of cultivated area and forest site. Fruit bats were caught using mist net from 18.00 to 22.00 WIB. Vegetation analysis was done using Point-centered Quarter (PCQ) method. Association between the fruit bats presence and plants was tested using the chisquare (2) method. The results showed that there were 11 species of fruit bats recorded during 195 hours of capture and 79 plant species recorded from cultivated area and forest. The 2 test show an existing association between the presence of fruit bats and the plants form the forest and cultivated area. The result showed that the ecosystem service provided by the fruit bats for the plants suggested a positive influence for the forest and the cultivated area.