Supply chain analysis for cassava starch production: Cleaner
production opportunities and benefits
Prus Pingmuanglek
a
, Napat Jakrawatana
a, *
, Shabbir H. Gheewala
b, c
a
School of Energy and Environment, University of Phayao, Phayao, Thailand
b
The Joint Graduate School of Energy and Environment, King Mongkut’s University of Technology Thonburi, Bangkok, Thailand
c
Centre of Excellence on Energy Technology and Environment, PERDO, Bangkok, Thailand
article info
Article history:
Received 6 April 2016
Received in revised form
23 March 2017
Accepted 16 June 2017
Available online 18 June 2017
Keywords:
Cassava starch
Material Flow Analysis
Supply chain
Biogas
Cassava pulp
abstract
This research assesses resource efficiency and the loss through the processes of the cassava starch
production supply chain in order to find opportunities to improve resource use efficiency, reduce loss
and recover resources from waste. The case study was conducted at a cassava starch company in the
north of Thailand. The starch supply chain includes cassava cultivation, cassava root transport and
processing of cassava starch.
In the base case, 25,000 tonne of freshwater was used to produce 1000 tonne of cassava starch. Water
consumption in the extraction process accounted for over 60% of freshwater use in the supply chain. The
extraction and separation processes were the main hotspots because they consumed a large amount of
water and a large portion of cassava mass including cassava pulp was separated out at these stages. Over
81% of energy was used in the starch plant including hot air (53%) and electricity (28%). Diesel used for
crop production and transport accounted for only 6% and 12% respectively. Drying process was the
hotspot in terms of energy use; the process used heat accounting for over 68% of the total energy use in
the supply chain. Fortunately, hot air produced from biogas covered 100% of the hot air requirement and
electricity produced from biogas covered 86% of the electricity demand in the plant.
The conventional system of cassava starch production was compared with an improved one incor-
porating changes in practice of crop production, transport and starch production. In the improved sce-
nario, in crop production, several nutrient management practices were applied along with fertilizer
optimization. The starch plant was modified to enhance water recycling and reduce loss in order to
reduce cassava root input. Starch loss reduction was achieved in the fiber and pulp separation processes
where the largest starch loss occurred. The results showed that the scenario of improved technology and
management could reduce consumption of all resources and emissions including cassava roots (4%),
fertilizers (50%), water (30%), wastewater (40%) as well as energy (8%). All of the cassava pulp could be
recovered to produce ethanol instead of using for feed with some ending up in the landfill in the base
case. All wastewater could be reused for irrigation in the cassava farms instead of being evaporated.
Moreover, recovering cassava pulp for ethanol production led to positive energy balance and net GHG
benefit of 107 t CO
2
eq/y. Net GHG benefit from wastewater reuse for irrigation in the improve scenario
was 3 t CO
2
eq.
© 2017 Published by Elsevier Ltd.
1. Introduction
Cassava is a versatile plant that can be used for food, feed and
fuel; it is a very important economic crop for Thailand which is the
top cassava product exporter in the world. In Thailand, over half of
the cassava is used for starch production, about 44% is used for
producing chips and pelleted cassava for animal feed and only 2% is
available for ethanol production (OAE, 2013). The cassava value
chain in Thailand is worth over 3.7 billion USD and when including
related value-added industries, it can be worth 8.5 billion USD. The
supply chain created jobs for 2.4 million people (NSTDA, 2009). The
Alternative Energy Development Plan (AEDP 2015e2036) has set a
target to increase ethanol production from cassava and hence
cassava use is expected to outpace (FAO, 2010; DEDE, 2014;
* Corresponding author.
E-mail address: napat_j@hotmail.com (N. Jakrawatana).
Contents lists available at ScienceDirect
Journal of Cleaner Production
journal homepage: www.elsevier.com/locate/jclepro
http://dx.doi.org/10.1016/j.jclepro.2017.06.148
0959-6526/© 2017 Published by Elsevier Ltd.
Journal of Cleaner Production 162 (2017) 1075e1084