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Evaluation and Suggestions for Improvement of 1
Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
Evaluation and Suggestions for Improvement of
Energy Self-Sufficiency Community-Based Biodiesel Project
(Northern and Northeastern Regions)
1. Background
In accordance with the government resolution of January 18, 2005 on the development and
promotion of biodiesel in Thailand and an associated action plan dated May 17, 2005, the Ministry of
Energy, together with the Ministry of Agriculture and Cooperatives, has been promoting the production
and consumption of biodiesel in the country at both community and commercial levels, with the goal of
reaching a daily production of 3.02 million liters of B100 by 2011.
During the period 2005-2006, the Ministry of Energy via the Department of Alternative Energy
Development and Efficiency (DEDE) implemented “Energy Self-Sufficiency Community-Based Biodiesel
Project” in 72 communities around the country; and in 2007 planned to expand the project to cover
additional 400 communities. To address common implementation problems and ensure project
sustainability, project evaluation is necessary.
2. Objectives
1) To determine success and challenges of “Energy Self-Sufficiency Community-Based Biodiesel
Project”
2) To improve feedstock management efficiency, consumer confidence in biodiesel, and
community participation
3) To address common implementation problems and provide suggestions for improvement of
“Energy Self-Sufficiency Community-Based Biodiesel Project”
3. Project Coverage
168 select communities, under Department of Alternative Energy Development and Efficiency’s
Energy Self-Sufficiency Community-Based Biodiesel Project, in Northern and Northeastern Thailand
4. Scope of Work and Implementation Plan
To ensure that the above objectives are met, we specifies the following scope of work and
implementation plan (Figure 4.1):
1) Obtaining list of select communities from the Department of Alternative Energy Development
and Efficiency; and reviewing current status of biodiesel production and capacity of these communities,
e.g. feedstock sources and prices, feedstock and chemical procurement, and biodiesel production and
sales
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Evaluation and Suggestions for Improvement of 2
Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
2) Follow-up, monitoring, and evaluation of existing biodiesel projects in select communities (a 2-
day activity for each community) for improvement of management efficiency; and grouping of communities
into subgroups for better collaboration among all biodiesel stakeholders, including:
• Assessing communities’ knowledge and understanding of feedstock management,
manufacturing process, and wastewater treatment, as well as biodiesel awareness in the communities
• Production assessment and biodiesel sampling (at least 1 sample per community) for quality
control based on the 2006 Department of Energy Business characteristic and specification regulation of
community-based biodiesel for agricultural engines (specifically, viscosity at 400C, flash point, water and
sediment, acid number, and total glycerin)
• Assessment of biodiesel wastewater treatment facility’s performance and water sampling (at
least 1 sample per community) for determination of pH, BOD, COD, TSS, and oil and grease values
3) Identification of problems and detailed solutions for each select community and subgroup
based on results from 2)
4) Development and execution of plan for improvement of feedstock management, consumer
confidence in community-based biodiesel, and biodiesel quality which meets the Department of Energy
Business standards; and biodiesel sampling for post-execution quality control (a 2-day activity for each
community)
5) Summary of study results and suggestions for improvement of “Energy Self-Sufficiency
Community-Based Biodiesel Project”
6) Organizing at least 1 seminar, with at least 150 stakeholder participants, to present study
results
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
Figure 4.1 Scope of work and implementation plan
5. Evaluation Criteria
In assessing communities’ knowledge and understanding of biodiesel, we use methods such as
surveys, interviews, and field observations to collect from each select community information about:
production practices, wastewater treatment facilities, and management practices. For each of these 3
criteria, we assign weighting factors to various components to account for relative importance and use the
resulting total weighted score to rate the community. Our rating scales for all the criteria are shown below:
Evaluation and Suggestions for Improvement of
Energy Self-Sufficiency Community-Based Biodiesel Project
(Northern and Northeastern Regions)
Obtain list of select communities
1...................
2...................
3...................
4....................
.
.
168.................Reviewing current status
Monitering and evaluatuon (pre-execution) 1. Knowledge and understanding
2. Management manufacturing process
3. wastewater treatment
Development and execution
Post-execution
Summary and suggestions
Seminar
Failed
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
5.1 Production Practices
• Community with the total weighted score under this criterion of 90 or above and a raw score
for each and every component that is above the minimum requirement is rated excellent in
production.
• Community with the total weighted score under this criterion in the range of 80-89 and
biodiesel products which pass all the quality tests is rated good in production.
• Community with the total weighted score under this criterion in the range of 70-79 and
biodiesel products which pass all the quality tests is rated fair in production.
• Community with the total weighted score under this criterion of less than 70 or a biodiesel
product which fails any of the quality tests is rated needs improvement in production.
5.2 Wastewater Treatment Facilities
• Community with the total weighted score under this criterion of 10 is rated excellent in
wastewater treatment.
• Community with the total weighted score under this criterion of 9 is rated good in wastewater
treatment.
• Community with the total weighted score under this criterion of 8 is rated fair in wastewater
treatment.
• Community with the total weighted score under this criterion in the range of 0-7 is rated needs
improvement in wastewater treatment.
5.3 Management Practices
• Community with the total weighted score under this criterion of 81% or above is rated
excellent in management.
• Community with the total weighted score under this criterion in the range of 66-80% is rated
good in management.
• Community with the total weighted score under this criterion in the range of 55-65% is rated
fair in management.
• Community with the total weighted score under this criterion of 54% or below is rated needs
improvement in management.
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
6. Follow-Up, Monitoring, and Evaluation of Existing Biodiesel Projects in Select Communities
6.1 Current Production Practices
Various technologies used to produce biodiesel in existing biodiesel projects in 168 select
communities include:
1) The 60-liter BNB Inter Group Co., Ltd. biodiesel production machines – used in 115
communities (68.45%)
2) The Water Pacific Ltd., Part. biodiesel production machines – used in 7 communities (4.17%)
3) The Naval Dockyard Department biodiesel production machines – used in 39 communities
(23.21%)
4) The Chiang Mai University CMU-2 biodiesel production machines – used in 5 communities
(2.97%)
5) The 100-liter BNB Inter Group Co., Ltd. biodiesel production machines – used in 1 community
(0.60%)
6) The Prince of Songkla University biodiesel production machines – used in 1 community
(0.60%)
Surveys, interviews, and field observations about current production practices in these
communities reveal the following information:
The communities’ biodiesel facilities are staffed with knowledgeable people who can follow
production manuals. Most of these facilities only run twice a month. Production costs range between
6.00 to 35.67 Bahts/liter, with waste cooking oil feedstocks accounting for a large part of total costs due to
high competition between the communities and other middlemen in obtaining these feedstocks. As a
result, the communities may sometimes find it difficult to obtain needed feedstocks and are unable to
ensure their biodiesel facilities run smoothly.
The communities use waste cooking oils and animal fats as their primary biodiesel feedstocks,
purchasing these feedstocks on- or off-site from local restaurants, retailers, factories, and schools. The
oils and fats are filtered and preprocessed to remove water and contaminants.
In most of these communities, community committee members are involved in local biodiesel
production.
Production manuals are followed closely in all of the communities, although in some communities
changes such as feedstock washing, increasing reaction time, increasing the number of washes, and
allowing more glycerin separation time are made to production processes to improve efficiency. Most of
the biodiesel output is used to fuel single cylinder agricultural engines in the area, a practice which fulfils
energy self-sufficiency objective.
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
In analyzing consumer confidence in biodiesel, we look at real-world problems incurred by
biodiesel users and not quality assurance laboratory test results. According to our surveys, no observed
impacts on the performance of engines have been found and the demand for biodiesel is growing in the
area.
Regarding the quality of community-based biodiesel products (specifically, viscosity at 40oC, flash
point, water and sediment, acid number, and total glycerin), the laboratory test results from the Center of
Excellence-Oil Palm, Kasetsart University reveal the following:
• 58 out of 168 communities (34.52%) passed all the 5 quality control tests.
• 86 communities (51.91%) failed 1 test.
• 23 communities (13.69%) failed 2 tests.
• 1 community (0.60%), i.e. Ban Sak Santirat, Ngio subdistrict, Thoeng district, Chiang Rai,
failed 3 tests.
• The most failed test is acid number test with 94 communities (55.95%) failing the test, followed
by viscosity test with 30 communities (17.86%) failing the test and flash point test with 11
communities (6.55%) failing the test, respectively. None of the communities failed water and
sediment and total glycerin tests.
Regarding overall production practices and the rating of existing biodiesel production in 168 select
communities, we find that:
• There are 110 communities (65.48%) with substandard products.
• 6 communities (3.57%) rated “excellent” in production are:
1) Ban Pak Khlong, Nong Hua Chang subdistrict, Phon Charoen, Nong Khai
2) Sakon Nakhon Agricultural Energy Community Enterprise, Mueang district, Sakon Nakhon
3) Don Kaeo Subdistrict Administrative Organization, Don Kaeo subdistrict, Mae Rim district,
Chiang Mai
4) Lamphun Municipality, Nai Mueang subdistrict, Mueang district, Lamphun
5) Wiang Sa Agricultural Cooperative, Ai Na Lai subdistrict, Wiang Sa district, Nan
6) Umong Subdistrict Municipality, Mueang district, Lamphun
• 20 communities (11.90%) are rated “good” in production.
• 16 communities (9.52%) are rated “fair” in production.
• 126 communities (75.00%) are rated “needs improvement” in production, with 16 communities
(9.52%) producing quality products.
The 3 areas of current production which need the most improvement to meet the minimum
standards are product quality (110 communities/65.48%), production quantity (97 communities/57.74%),
and knowledge and understanding of production processes (71 communities/42.26%), respectively.
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
6.2 Existing Wastewater Treatment Facilities
There are 2 types of wastewater treatment technology used in existing community-based
biodiesel production:
1) Wastewater treatment system with 1 grease trap, 2 septic sumps, and 1constructed wetland.
Wastewater from biodiesel production enters the grease trap to let grease and oil separate out.
Wastewater then flows into the first and second septic sumps, respectively, for anaerobic digestion of
organic material; and is later discharged into the constructed wetland before being released into a
receiving stream. 73 out of 168 communities (43.45%) are currently using this first type of wastewater
treatment technology.
2) Wastewater treatment system with just 2 septic sumps. Wastewater is passed through the 2
septic sumps, respectively, to allow anaerobic digestion of organic material before being released into a
receiving stream. 95 out of 168 communities (56.55%) are currently using this second type of wastewater
treatment technology.
Most of the treatment facilities are found to be in workable condition though may not be well or
properly maintained. 2 communities (1.19%) with inoperable facilities are Nong Pa Khrung subdistrict,
Mueang district, Chiang Mai and Santi Suk Subdistrict Administrative Organization, Doi Lo district, Chiang
Mai.
Due to discontinuous biodiesel production in most of these communities, “completely treated”
water may not always be readily available for sampling and testing. In that case, we instead sample and
test “incompletely treated” water. In examining treated water quality, we rely on laboratory test results
from the Unit Research of Enzymes Technology and Waste Management, Nano and Bio Technology
Division, Kasetsart University Agricultural Agro-Industrial Product Improvement Institute; and check the
following 5 criteria: pH, BOD, COD, TSS, and oil and grease values.
Regarding overall wastewater treatment performance of existing community-based biodiesel
operations, we find that:
• 69 out of 168 communities (41.07%) are rated “excellent” in wastewater treatment.
• 49 out of 168 communities (29.17%) are rated “good” in wastewater treatment.
• 22 out of 168 communities (13.09%) are rated “fair” in wastewater treatment.
• 28 out of 168 communities (16.67%) are rated “needs improvement” in wastewater treatment.
Regarding various aspects of wastewater treatment and utilization, we find that 72 communities
(42.86%) are in need of improved service for the maintenance and repair of their wastewater treatment
facilities, 12 communities (7.14%) are in need of better wastewater treatment manuals, and 10
communities (5.95%) are in need of improved wastewater treatment operations.
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
6.3 Current Management Practices
Looking at organizational charts and personnel roles and responsibilities at existing community-
based biodiesel operations, we find that 164 communities (97.62%) have systematic organizational
structures and clearly-stated personnel roles and responsibilities. Most of the existing operations are
managed by an executive committee comprising community leader, subleader, treasurer, accountant,
biodiesel producers, and committee members. 4 communities (2.38%) are in process of setting up an
organizational structure and, as a result, are without explicit organizational chart; these communities are:
• Ban Na Chum Saeng, Na Chum Saeng subdistrict, Thung Fon district, Udon Thani
• Nong Pa Khrung subdistrict, Mueang district, Chiang Mai
• Bua Luang Witthayakhom School, Ban Bua subdistrict, Mueang district, Buri Ram
• Wat Phamuanrat, Cho Ho subdistrict, Mueang district, Nakhon Ratchasima
In addition, we find that 131 communities (77.98%) receive no financial support of any kind; and
37 communities (22.02%) get some funding from SML, municipality, subdistrict administrative organization,
village fund, local saving groups and cooperative stores, and/or the federal government. These biodiesel
operations have working capital in the range of 1,000-500,000 Bahts. No bookkeeping activities are found
at Bua Luang Witthayakhom School, Ban Bua subdistrict, Mueang district, Buri Ram due to the nonprofit
educational purposes of their biodiesel project.
Regarding business relationships, we find that 159 biodiesel operations (94.64%) have no
relationship with nearby communities; and 9 biodiesel operations (5.36%) have well-established
relationships with a number of biodiesel vendors, input/chemical suppliers, and employees in nearby
communities.
Regarding biodiesel promotion and public awareness, all 168 communities (100%) have programs
and activities of some sort to promote production and consumption of biodiesel. Most of the programs
and activities are in form of person-to-person marketing, public meetings, educational workshops,
pamphlets, leaflets, classroom instruction, community radio/public address, and learning centers.
However, due to limited funding and equipments, these programs and activities tend to not be sustainable.
Regarding overall management practices and the rating of existing biodiesel operations, we find that:
• No communities are rated “excellent” in management.
• 1 community (0.60%), i.e. Bakaam community, Khon Kaen, is rated “good” in management.
• 9 communities (5.36%) rated “fair” in management are:
1) Sakon Nakhon Agricultural Energy Community Enterprise, Mueang district, Sakon Nakhon
2) Mueang Ngai Municipality, Mueang Ngai subdistrict, Chiang Dao district, Chiang Mai
3) Lamphun Municipality, Nai Mueang subdistrict, Mueang district, Lamphun
4) Wiang Sa Agricultural Cooperative, Ai Na Lai subdistrict, Wiang Sa district, Nan
5) Umong Subdistrict Municipality, Mueang district, Lamphun
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6) Demonstration Center, Uthai Thani
7) Na Wa Agricultural Cooperative, Na Wa district, Nakhon Phanom
8) Ban Bua Inpaeng Center, Kut Bak subdistrict, Kut Bak district, Sakon Nakhon
9) Phupan Royal Development Study Center, Mueang district, Sakon Nakhon
• 158 communities (94.05%) are rated “needs improvement” in management.
7. Execution of Plan for Improvement and Results
7.1 Improvement of Production Practices
Based on the information collected from our first site visit, we developed and executed at each
community plan for improvement of feedstock management, community participation, consumer
confidence in community-based biodiesel, and biodiesel quality which meets the Department of Energy
Business standards. Our recommendations include staffing of at least 2 people with biodiesel knowledge
at each and every production site. In addition, we also explained in details to each and every community
steps involved in producing community-based biodiesel (i.e. from cooling of the feedstock and water
removal, preparation of methanol and catalyst, transesterification process, glycerin separation, to product
purification and water removal) and uses of simple tools for field quality assurance and biodiesel analysis.
After execution of all these measures, a new batch of biodiesel samples was collected to check if quality
improvement was evident.
The post-execution test results show that all communities passed the 5 quality control tests
required by the Department of Energy Business. In addition, every aspect of production now meets the
minimum standards. The communities are also found to have better knowledge and understanding about
biodiesel production. Regarding the overall improvement of production practices, we find that (Figure 7.1-1):
• 65 out of 168 communities (38.69%) are rated “excellent” in making such improvement.
• 91 communities (54.17%) are rated “good” in making such improvement.
• 12 communities (7.14%) are rated “fair” in making such improvement.
Figure 7.1-1 Assessment of improvement of production practices in the pre- and post-execution periods
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7.2 Improvement of Wastewater Treatment Practices
Our recommendations for improvement of wastewater treatment practices at existing community-
based biodiesel operations based on the information collected from our first site visit involve explaining of
the right methods to treat wastewater from biodiesel production to the communities (i.e. including system
maintenance and repair issues).
After execution of the above measures, results show improved service for maintenance and repair
of the communities’ wastewater treatment facilities; and the communities having better knowledge and
understanding about wastewater treatment process and utilization. Regarding the post-execution rating of
overall wastewater treatment performance of existing community-based biodiesel operations, we find that
(Figure 7.2-1):
• 148 out of 168 communities (88.10%) are rated “excellent” in wastewater treatment.
• 20 communities (11.90%) are rated “fair” in wastewater treatment.
• No communities are rated “good” or “needs improvement” in wastewater treatment.
Figure 7.2-1 Assessment of improvement of wastewater treatment practices
in the pre- and post-execution periods
7.3 Improvement of Management Practices
Our recommendations for improvement of management practices at existing community-based
biodiesel operations based on the information collected from our first site visit involve providing personnel
with an explicit organizational structure and clearly stating roles and responsibilities (i.e. feedstock
management, product sales, and public relations).
We find that after execution of the above measures:
• No communities are rated “excellent” in biodiesel operation management.
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
• 94 communities (55.95%) are rated “good” in biodiesel operation management.
• 74 communities (44.45%) are rated “fair” in biodiesel operation management.
• No communities are rated “needs improvement” in biodiesel operation management.
In addition, we find that in all communities overall management practices have improved
statistically significantly in the post-execution period. Figure 7.3-1 and table 7.3 - 1 provide scores for
assessment of management practices in the pre- and post-execution periods.
Figure 7.3-1 Assessment of improvement of management practices in the pre- and post-execution periods
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Table 7.3-1 assessment of management practices in the pre- and post-execution periods
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
Table 7.3-1 (continued) assessment of management practices in the pre- and post-execution periods
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
Table 7.3-1 (continued) assessment of management practices in the pre- and post-execution periods
8. Business Partners and Networking
Among our recommendations for improvement of management efficiency, feedstock and chemical
procurement, and biodiesel production and sales at existing biodiesel operations is networking between
the closely located well-established and infant biodiesel communities which may help increase bargaining
power, technology and know-how, and business sustainability. Base on our survey of biodiesel status and
capacity of these communities, we divide the communities into 14 subgroups; and for each subgroup
select a group leader whose biodiesel performance must be rated “good” or better and whose location is
convenient and easily accessible to others within the subgroup. The 14 subgroups comprise the following:
Subgroup 1 consists of 17 communities in Udon Thani and Nong Bua Lamphu area, with Ban
Don Udom, Udon Thani as the group leader. Contact number are +66(0) 8 1544 1818 and +66(0) 8 1670
6057
Subgroup 2 consists of 9 communities in Nong Khai area, with Ban Chiang Ard Nuea, Nong Khai
as the group leader. Contact number are +66(0)8 6220 9323 and +66(0) 8 6220 9323
Subgroup 3 consists of 5 communities in Sakon Nakhon area, with Ban Wang Yang Saving
Group for Production Credits, Sakon Nakhon as the group leader. Contact number are +66(0) 8 3274
6343 and +66(0) 4216 1820
Subgroup 4 consists of 20 communities in Khon Kaen, Loei, Chaiyaphum, and Nakhon
Ratchasima area, with DEDE Technical Support Center 5, Khon Kaen as the group leader. Contact
number is +66(0) 4326 2207
Subgroup 5 consists of 6 communities in Maha Sarakham, Kalasin, and Roi Et area, with DEDE
Technical Support Center 3, Maha Sarakham as the group leader. Contact number is +66(0) 4345 8124
Subgroup 6 consists of 5 communities in Nakhon Phanom and Mukdahan area, with Nawa
Agricultural Cooperative, Nakhon Phanom as the group leader. Contact number is +66(0) 4259 7765
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
Subgroup 7 consists of 3 communities in Tak area, with Mae Sot Community Enterprise, Tak as
the group leader. Contact number are +66(0)8 7211 3659 and +66(0) 8 1475 6675
Subgroup 8 consists of 23 communities in Chiang Mai, Lamphun, and Lampang area, with DEDE
Technical Support Center 7, Chiang Mai as the group leader. Contact number are +66(0) 5335 3064 and
+66(0) 5349 9031
Subgroup 9 consists of 19 communities in Phayao, Phrae, Nan, and Chiang Rai, with Huai Kaeo
Community Learning Center, Phu Kamyao district, Phayao as the group leader.
Subgroup 10 consists of 10 communities in Chiang Rai and Nan area, with Ban San Sali Tractor
club, Chiang Rai as the group leader.
Subgroup 11 consists of 5 communities in Pichit area, with Ban Rai Chado, Pichit as the group
leader. Contact number are +66(0) 8 5448 5226 and +66(0) 8 9950 3950
Subgroup 12 consists of 16 communities in Uttaradit area, with Ban Wan Kaphi, Uttaradit as the
group leader. Contact number are +66(0) 8 1785 1550 and +66(0) 8 1040 9049
Subgroup 13 consists of 18 communities in Phitsanulok, Sukhothai, and Phetchabun area, with
DEDE Technical Support Center 10, Phitsanulok as the group leader. Contact number are +66(0) 5529
9016 and +66(0) 5529 9265
Subgroup 14 consists of 12 communities in Nakhon Sawan, Kumphaeng Phet, and Uthai Thani
area, with Tha Tako community, Nakhon Sawan as the group leader. Contact number is +66(0) 8505
4389
9. Public Seminar
After conducting a thorough Evaluation and Suggestions for Improvement of Energy Self-
Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions), Frontier
Engineering Consultants Co., Ltd. has hosted a public seminar to present findings from the study which
may be of some interest to biodiesel communities and the public on March 28, 2012 at Udon Thani
Rajabhat University in Muang district, Udon Thani province. About 167 participants attended this seminar.
Key speakers included Mr.Thethawat Sinfhasiri, an teacher of Science Program in Environmental Science
of Udon Thani Rajabhat University. The participants were pleased with the organized activities and the
project should increase benefit, help raise standard of living in the biodiesel communities and reduce
environmental pollution, as well as project sustainability.
10. Suggestions
In accordance with the government’s attempt to promote biodiesel production and consumption
and energy security in the country, the Ministry of Energy via DEDE has been implementing “Energy Self-
Sufficiency Community-Based Biodiesel Project.” Based on information collected from 168 select biodiesel
communities under DEDE Energy Self-Sufficiency Community-Based Biodiesel Project in Northern and
Northeastern Thailand and community type, we propose the following suggestions for improvement of
such project:
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Energy Self-Sufficiency Community-Based Biodiesel Project (Northern and Northeastern Regions)
1) Well-established and sustainable biodiesel communities should keep improving technologically,
i.e. continuously receiving technical support from DEDE and relevant parties and at the same time
providing support to other communities in need in terms of workshop and study center.
2) Infant biodiesel communities should be provided with needed assistance and support,
including:
• Assistance with feedstock and chemical procurement and sales of biodiesel products, e.g.
finding inexpensive feedstock and chemical sources and promising to buy excess biodiesel products from
the communities. As mentioned earlier, high competition for feedstocks between the communities and
other middlemen is among top causes of inefficient operation.
• Readily available biodiesel experts to consult with on management and production issues to
achieve industry standards.
• Key production equipment for feedstock pretreatment and biodiesel quality control to insure
consumer confidence.
• Development of promotion plan such as biodiesel seminar and status and capacity review to
promote networking among stakeholders.
• Organization of product contests to promote exchange of knowledge, networking, and
collaboration.